Exploring venues in Chandigarh.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Exploring venues in Chandigarh, India"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "## Table of Contents\n",
    "\n",
    "* [Introduction](#introduction)\n",
    "* [Data Collection from APIs](#data_collection)\n",
    "* [Data Cleaning](#data_cleaning)\n",
    "* [Methodolgy](#methodology)\n",
    "* [Analysis](#analysis)\n",
    "* [Results and Discussion](#results)\n",
    "* [Conclusion](#conclusion)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "heading_collapsed": true
   },
   "source": [
    "## Introduction <a name=\"introduction\"></a>\n",
    "\n",
    "The aim of the project is to identify venues in Chandigarh, India based on their rating and average prices. In this notebook, we will identify various venues in the city of **Chandigarh, India**, using **Foursquare API** and **Zomato API**, to help visitors select the restaurants that suit them the best.\n",
    "\n",
    "Whenever a user is visiting a city they start looking for places to visit during their stay. They primarily look for places based on the venue ratings across all venues and the average prices such that the locations fits in their budget.\n",
    "\n",
    "Here, we'll **identify places that are fit for various individuals** based on the information collected from the two APIs and Data Science. Once we have the plot with the venues, any company can launch an application using the same data and suggest users such information."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Collection from APIs <a name=\"data_collection\"></a>\n",
    "\n",
    "To begin with, we will take a look at **Chandigarh on the Map** using the `folium` library.\n",
    "\n",
    "We will also fetch the data from **two different APIs**.\n",
    "* **Foursquare API:** We will use the Foursquare API to fetch venues in Chandigarh starting from the middle upto 44 Kilometers in each direction.\n",
    "* **Zomato API:** The Zomato API provides information about various venues including the complete address, user ratings, price for two people, price range and a lot more."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Chandigarh\n",
    "\n",
    "**Chandigarh** is composed of a number of sectors spread across a total area of 114 sq Km. There are many venues (especially restaurants, hotels and cafes) which can be explored.\n",
    "\n",
    "We can use the `geopy` library to extract the latitude and longitude values of Chandigarh but it seems off and thus, we'll directly supply the values in this case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinates of Chandigarh are 30.7333, 76.7794.\n"
     ]
    }
   ],
   "source": [
    "CHD_LATITUDE = '30.7333'\n",
    "CHD_LONGITUDE = '76.7794'\n",
    "print('The geograpical coordinates of Chandigarh are {}, {}.'.format(CHD_LATITUDE, CHD_LONGITUDE))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's use the `folium` library to create a **complete map zoomed on Chandigarh**. We'll also plot a marker on the coordinates we just identified above. This would give us a relatively good look at the center point we will be considering. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x1047bff28>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "\n",
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "folium.Marker([CHD_LATITUDE, CHD_LONGITUDE]).add_to(chandigarh_map)\n",
    "chandigarh_map.save(\"maps/Chandigarh Map.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Foursquare API\n",
    "\n",
    "We begin by fetching a total of all venues in **Chandigarh** upto a range of 4 Kilometers using the Foursquare API. The Foursquare API has the `explore` API which allows us to find venue recommendations within a given radius from the given coordinates. We will use this API to find all the venues we need."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "FOURSQUARE_CLIENT_ID = '<CLIENT_ID>'\n",
    "FOURSQUARE_CLIENT_SECRET = '<CLIENT_SECRET>'\n",
    "RADIUS = 4000 # 4 Km\n",
    "NO_OF_VENUES = 100\n",
    "VERSION = '20190612' # Current date"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We define the `get_category_type` method to get the correct category for each venue."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_category_type(row):\n",
    "    try:\n",
    "        categories_list = row['categories']\n",
    "    except:\n",
    "        categories_list = row['venue.categories']\n",
    "        \n",
    "    if len(categories_list) == 0:\n",
    "        return None\n",
    "    else:\n",
    "        return categories_list[0]['name']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll call the API over and over till we get all venues from the API within the given distance. The maximum venues this API can fetch is 100, so we will fetch all venues by iteratively calling this API and increasing the offset each time.\n",
    "\n",
    "* Foursquare API requires client_id, and client_secret to function which can be accessed after creating a developer account. \n",
    "* We will set the radius as 4 Kilometers. \n",
    "* The version is a required parameter which defines the date on which we are browsing so that it retrieves the latest data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total 100 venues fetched within a total radius of 4.0 Km\n",
      "Total 20 venues fetched within a total radius of 4.0 Km\n",
      "\n",
      "Total 120 venues fetched\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "from pandas.io.json import json_normalize\n",
    "import requests\n",
    "\n",
    "pd.set_option('display.max_rows', None)\n",
    "\n",
    "offset = 0\n",
    "total_venues = 0\n",
    "foursquare_venues = pd.DataFrame(columns = ['name', 'categories', 'lat', 'lng'])\n",
    "\n",
    "while (True):\n",
    "    url = ('https://api.foursquare.com/v2/venues/explore?client_id={}'\n",
    "           '&client_secret={}&v={}&ll={},{}&radius={}&limit={}&offset={}').format(FOURSQUARE_CLIENT_ID, \n",
    "                                                                        FOURSQUARE_CLIENT_SECRET, \n",
    "                                                                        VERSION, \n",
    "                                                                        CHD_LATITUDE, \n",
    "                                                                        CHD_LONGITUDE, \n",
    "                                                                        RADIUS,\n",
    "                                                                        NO_OF_VENUES,\n",
    "                                                                        offset)\n",
    "    result = requests.get(url).json()\n",
    "    venues_fetched = len(result['response']['groups'][0]['items'])\n",
    "    total_venues = total_venues + venues_fetched\n",
    "    print(\"Total {} venues fetched within a total radius of {} Km\".format(venues_fetched, RADIUS/1000))\n",
    "\n",
    "    venues = result['response']['groups'][0]['items']\n",
    "    venues = json_normalize(venues)\n",
    "\n",
    "    # Filter the columns\n",
    "    filtered_columns = ['venue.name', 'venue.categories', 'venue.location.lat', 'venue.location.lng']\n",
    "    venues = venues.loc[:, filtered_columns]\n",
    "\n",
    "    # Filter the category for each row\n",
    "    venues['venue.categories'] = venues.apply(get_category_type, axis = 1)\n",
    "\n",
    "    # Clean all column names\n",
    "    venues.columns = [col.split(\".\")[-1] for col in venues.columns]\n",
    "    foursquare_venues = pd.concat([foursquare_venues, venues], axis = 0, sort = False)\n",
    "    \n",
    "    if (venues_fetched < 100):\n",
    "        break\n",
    "    else:\n",
    "        offset = offset + 100\n",
    "\n",
    "foursquare_venues = foursquare_venues.reset_index(drop = True)\n",
    "print(\"\\nTotal {} venues fetched\".format(total_venues))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Zomato API\n",
    "\n",
    "The Zomato API allows using its search API to search for any given venue based on certain search filters such as query, latitude, longitude and more. Zomato also requires a Zomato user key which can be accessed with a developer account.\n",
    "\n",
    "We'll use the `name`, `lat`, and `lng` values of various venues fetched from Foursquare API to use the search API and get more information regarding each venue."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* The query will be the name of the venue.\n",
    "* The start defines from what offset we want to start, so we'll keep it at 0.\n",
    "* The count defines the number of restaurants we want to fetch. As we have the exact location coordinates, we'll fetch only one.\n",
    "* We will supply the latitude and longitude values.\n",
    "* We will set the sorting criteria as `real_distance` so each time we get the venue we're searching based on location coordinates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fetching data for venue: 1\n",
      "Fetching data for venue: 2\n",
      "Fetching data for venue: 3\n",
      "Fetching data for venue: 4\n",
      "Fetching data for venue: 5\n",
      "Fetching data for venue: 6\n",
      "Fetching data for venue: 7\n",
      "Fetching data for venue: 8\n",
      "Fetching data for venue: 9\n",
      "Fetching data for venue: 10\n",
      "Fetching data for venue: 11\n",
      "Fetching data for venue: 12\n",
      "Fetching data for venue: 13\n",
      "Fetching data for venue: 14\n",
      "Fetching data for venue: 15\n",
      "Fetching data for venue: 16\n",
      "Fetching data for venue: 17\n",
      "Fetching data for venue: 18\n",
      "Fetching data for venue: 19\n",
      "Fetching data for venue: 20\n",
      "Fetching data for venue: 21\n",
      "Fetching data for venue: 22\n",
      "Fetching data for venue: 23\n",
      "Fetching data for venue: 24\n",
      "Fetching data for venue: 25\n",
      "Fetching data for venue: 26\n",
      "Fetching data for venue: 27\n",
      "Fetching data for venue: 28\n",
      "Fetching data for venue: 29\n",
      "Fetching data for venue: 30\n",
      "Fetching data for venue: 31\n",
      "Fetching data for venue: 32\n",
      "Fetching data for venue: 33\n",
      "Fetching data for venue: 34\n",
      "Fetching data for venue: 35\n",
      "Fetching data for venue: 36\n",
      "Fetching data for venue: 37\n",
      "Fetching data for venue: 38\n",
      "Fetching data for venue: 39\n",
      "Fetching data for venue: 40\n",
      "Fetching data for venue: 41\n",
      "Fetching data for venue: 42\n",
      "Fetching data for venue: 43\n",
      "Fetching data for venue: 44\n",
      "Fetching data for venue: 45\n",
      "Fetching data for venue: 46\n",
      "Fetching data for venue: 47\n",
      "Fetching data for venue: 48\n",
      "Fetching data for venue: 49\n",
      "Fetching data for venue: 50\n",
      "Fetching data for venue: 51\n",
      "Fetching data for venue: 52\n",
      "Fetching data for venue: 53\n",
      "Fetching data for venue: 54\n",
      "Fetching data for venue: 55\n",
      "Fetching data for venue: 56\n",
      "Fetching data for venue: 57\n",
      "Fetching data for venue: 58\n",
      "Fetching data for venue: 59\n",
      "Fetching data for venue: 60\n",
      "Fetching data for venue: 61\n",
      "Fetching data for venue: 62\n",
      "Fetching data for venue: 63\n",
      "Fetching data for venue: 64\n",
      "Fetching data for venue: 65\n",
      "Fetching data for venue: 66\n",
      "Fetching data for venue: 67\n",
      "Fetching data for venue: 68\n",
      "Fetching data for venue: 69\n",
      "Fetching data for venue: 70\n",
      "Fetching data for venue: 71\n",
      "Fetching data for venue: 72\n",
      "Fetching data for venue: 73\n",
      "Fetching data for venue: 74\n",
      "Fetching data for venue: 75\n",
      "Fetching data for venue: 76\n",
      "Fetching data for venue: 77\n",
      "Fetching data for venue: 78\n",
      "Fetching data for venue: 79\n",
      "Fetching data for venue: 80\n",
      "Fetching data for venue: 81\n",
      "Fetching data for venue: 82\n",
      "Fetching data for venue: 83\n",
      "Fetching data for venue: 84\n",
      "Fetching data for venue: 85\n",
      "Fetching data for venue: 86\n",
      "Fetching data for venue: 87\n",
      "Fetching data for venue: 88\n",
      "Fetching data for venue: 89\n",
      "Fetching data for venue: 90\n",
      "Fetching data for venue: 91\n",
      "Fetching data for venue: 92\n",
      "Fetching data for venue: 93\n",
      "Fetching data for venue: 94\n",
      "Fetching data for venue: 95\n",
      "Fetching data for venue: 96\n",
      "Fetching data for venue: 97\n",
      "Fetching data for venue: 98\n",
      "Fetching data for venue: 99\n",
      "Fetching data for venue: 100\n",
      "Fetching data for venue: 101\n",
      "Fetching data for venue: 102\n",
      "Fetching data for venue: 103\n",
      "Fetching data for venue: 104\n",
      "Fetching data for venue: 105\n",
      "Fetching data for venue: 106\n",
      "Fetching data for venue: 107\n",
      "Fetching data for venue: 108\n",
      "Fetching data for venue: 109\n",
      "Fetching data for venue: 110\n",
      "Fetching data for venue: 111\n",
      "Fetching data for venue: 112\n",
      "Fetching data for venue: 113\n",
      "Fetching data for venue: 114\n",
      "Fetching data for venue: 115\n",
      "Fetching data for venue: 116\n",
      "Fetching data for venue: 117\n",
      "Fetching data for venue: 118\n",
      "Fetching data for venue: 119\n",
      "Fetching data for venue: 120\n"
     ]
    }
   ],
   "source": [
    "headers = {'user-key': '<USER_KEY>'}\n",
    "venues_information = []\n",
    "\n",
    "for index, row in foursquare_venues.iterrows():\n",
    "    print(\"Fetching data for venue: {}\".format(index + 1))\n",
    "    venue = []\n",
    "    url = ('https://developers.zomato.com/api/v2.1/search?q={}' + \n",
    "          '&start=0&count=1&lat={}&lon={}&sort=real_distance').format(row['name'], row['lat'], row['lng'])\n",
    "    result = requests.get(url, headers = headers).json()\n",
    "    if (len(result['restaurants']) > 0):\n",
    "        venue.append(result['restaurants'][0]['restaurant']['name'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['location']['latitude'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['location']['longitude'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['average_cost_for_two'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['price_range'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['user_rating']['aggregate_rating'])\n",
    "        venue.append(result['restaurants'][0]['restaurant']['location']['address'])\n",
    "        venues_information.append(venue)\n",
    "    else:\n",
    "        venues_information.append(np.zeros(6))\n",
    "    \n",
    "zomato_venues = pd.DataFrame(venues_information, \n",
    "                                  columns = ['venue', 'latitude', \n",
    "                                             'longitude', 'price_for_two', \n",
    "                                             'price_range', 'rating', 'address'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Cleaning <a name=\"data_cleaning\"></a>\n",
    "\n",
    "The data from multiple resources might not always align. Thus, it is **important to combine the data retrieved from multiple resources properly**.\n",
    "\n",
    "We'll first plot the two data points on the map. We'll then try to combine data points that have their latitude and longitude values very close to one another. From the remaining selected venues, we will inspect the venues to ensure that any remaining mismatched venues are also removed from the final dataset of venues before we begin any analysis."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will first plot the Foursquare data on the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!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@1.4.0/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@1.4.0/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_a09dd7e0909e47349022005c54e9a463 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_a09dd7e0909e47349022005c54e9a463" ></div>
        
</body>
<script>    
    
            var map_a09dd7e0909e47349022005c54e9a463 = L.map(
                "map_a09dd7e0909e47349022005c54e9a463",
                {
                    center: [30.7333, 76.7794],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_3646c64359fd415f9fae1236ff07881f = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "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_a09dd7e0909e47349022005c54e9a463);
        
    
            var circle_marker_aca7da52dfbb4a0ba52dd58f706f124d = L.circleMarker(
                [30.72973959682234, 76.77319702558874],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e5a8b904b29f4397b7ddffaeeddcbc54 = L.popup({"maxWidth": "100%"});

        
            var html_fd0e61822fbc4822a3ae083cd31d7ffd = $(`<div id="html_fd0e61822fbc4822a3ae083cd31d7ffd" style="width: 100.0%; height: 100.0%;">The Coffee Bean &amp; Tea Leaf</div>`)[0];
            popup_e5a8b904b29f4397b7ddffaeeddcbc54.setContent(html_fd0e61822fbc4822a3ae083cd31d7ffd);
        

        circle_marker_aca7da52dfbb4a0ba52dd58f706f124d.bindPopup(popup_e5a8b904b29f4397b7ddffaeeddcbc54)
        ;

        
    
    
            var circle_marker_9dc8c1c0c0ad4008a307badb315661f6 = L.circleMarker(
                [30.73784483124522, 76.78449765754277],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_99b1e3a99896428f8da0d319a0e64b83 = L.popup({"maxWidth": "100%"});

        
            var html_acb3fc921caa45b4badc367f76be9e60 = $(`<div id="html_acb3fc921caa45b4badc367f76be9e60" style="width: 100.0%; height: 100.0%;">Girl In The Café</div>`)[0];
            popup_99b1e3a99896428f8da0d319a0e64b83.setContent(html_acb3fc921caa45b4badc367f76be9e60);
        

        circle_marker_9dc8c1c0c0ad4008a307badb315661f6.bindPopup(popup_99b1e3a99896428f8da0d319a0e64b83)
        ;

        
    
    
            var circle_marker_c8756fac5c2848ca826e1d3e1c571626 = L.circleMarker(
                [30.739540864552975, 76.78215825204748],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d464de71bea5428c8fe610488c5854f1 = L.popup({"maxWidth": "100%"});

        
            var html_bb9f94c3962b4e1895fe097095407b8b = $(`<div id="html_bb9f94c3962b4e1895fe097095407b8b" style="width: 100.0%; height: 100.0%;">Sector 17</div>`)[0];
            popup_d464de71bea5428c8fe610488c5854f1.setContent(html_bb9f94c3962b4e1895fe097095407b8b);
        

        circle_marker_c8756fac5c2848ca826e1d3e1c571626.bindPopup(popup_d464de71bea5428c8fe610488c5854f1)
        ;

        
    
    
            var circle_marker_a6ebe70dca954fd093f10b2e0a5aeeda = L.circleMarker(
                [30.73005887120928, 76.77361532665107],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_4ec5b1e2555446da85376fdad4d3dff3 = L.popup({"maxWidth": "100%"});

        
            var html_8e7e017136384831a5f9af0cc8502553 = $(`<div id="html_8e7e017136384831a5f9af0cc8502553" style="width: 100.0%; height: 100.0%;">Aroma 22</div>`)[0];
            popup_4ec5b1e2555446da85376fdad4d3dff3.setContent(html_8e7e017136384831a5f9af0cc8502553);
        

        circle_marker_a6ebe70dca954fd093f10b2e0a5aeeda.bindPopup(popup_4ec5b1e2555446da85376fdad4d3dff3)
        ;

        
    
    
            var circle_marker_b6567be1099d49059c3dba7f829bc146 = L.circleMarker(
                [30.726697797164572, 76.76682666876331],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_1d2f717f41bd413f9abefff91b887702 = L.popup({"maxWidth": "100%"});

        
            var html_a42ddc03fb194b4baacfd51a430212d0 = $(`<div id="html_a42ddc03fb194b4baacfd51a430212d0" style="width: 100.0%; height: 100.0%;">JW Marriott Hotel Chandigarh</div>`)[0];
            popup_1d2f717f41bd413f9abefff91b887702.setContent(html_a42ddc03fb194b4baacfd51a430212d0);
        

        circle_marker_b6567be1099d49059c3dba7f829bc146.bindPopup(popup_1d2f717f41bd413f9abefff91b887702)
        ;

        
    
    
            var circle_marker_2762cb1b539f4adf99c956186a07b960 = L.circleMarker(
                [30.728041412271235, 76.77040494785312],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b8df1377f70b4a4da5091948bcd60226 = L.popup({"maxWidth": "100%"});

        
            var html_13aa0872a9804b709ae35cfa071dabd4 = $(`<div id="html_13aa0872a9804b709ae35cfa071dabd4" style="width: 100.0%; height: 100.0%;">chef&#39;s gateway | Jagat Singh &amp; Sons Agencies</div>`)[0];
            popup_b8df1377f70b4a4da5091948bcd60226.setContent(html_13aa0872a9804b709ae35cfa071dabd4);
        

        circle_marker_2762cb1b539f4adf99c956186a07b960.bindPopup(popup_b8df1377f70b4a4da5091948bcd60226)
        ;

        
    
    
            var circle_marker_978093ae0c2e4b53ab42caaf3f310c27 = L.circleMarker(
                [30.724701216295397, 76.76528974680497],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e864b2a61b6d403ca753a6320805dde6 = L.popup({"maxWidth": "100%"});

        
            var html_e8ee10d4108a4408a180537969860ed7 = $(`<div id="html_e8ee10d4108a4408a180537969860ed7" style="width: 100.0%; height: 100.0%;">Khyber Restaurant</div>`)[0];
            popup_e864b2a61b6d403ca753a6320805dde6.setContent(html_e8ee10d4108a4408a180537969860ed7);
        

        circle_marker_978093ae0c2e4b53ab42caaf3f310c27.bindPopup(popup_e864b2a61b6d403ca753a6320805dde6)
        ;

        
    
    
            var circle_marker_c9136965f5f74f079751bbc2e8a1213e = L.circleMarker(
                [30.73905473075671, 76.78335833920829],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_5c56050a30af40b483ebe51a6dab65d0 = L.popup({"maxWidth": "100%"});

        
            var html_c5eba7058c7a421588ec02cc66e719cf = $(`<div id="html_c5eba7058c7a421588ec02cc66e719cf" style="width: 100.0%; height: 100.0%;">Ghazal</div>`)[0];
            popup_5c56050a30af40b483ebe51a6dab65d0.setContent(html_c5eba7058c7a421588ec02cc66e719cf);
        

        circle_marker_c9136965f5f74f079751bbc2e8a1213e.bindPopup(popup_5c56050a30af40b483ebe51a6dab65d0)
        ;

        
    
    
            var circle_marker_2055ce3ad09d4d8ba57ac58ab1ff7666 = L.circleMarker(
                [30.747722035937098, 76.79326984747755],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_1ecc491c8177414e9da33f57e6c8dab0 = L.popup({"maxWidth": "100%"});

        
            var html_c2f21b0904b24eafb6db3952ed2c0bc6 = $(`<div id="html_c2f21b0904b24eafb6db3952ed2c0bc6" style="width: 100.0%; height: 100.0%;">Backpackers Cafe</div>`)[0];
            popup_1ecc491c8177414e9da33f57e6c8dab0.setContent(html_c2f21b0904b24eafb6db3952ed2c0bc6);
        

        circle_marker_2055ce3ad09d4d8ba57ac58ab1ff7666.bindPopup(popup_1ecc491c8177414e9da33f57e6c8dab0)
        ;

        
    
    
            var circle_marker_b53c68ed62af44e7a270f5ea7ea34808 = L.circleMarker(
                [30.74041417296752, 76.78161924197302],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_91cca9e56ca84516aeadfb0a21997fec = L.popup({"maxWidth": "100%"});

        
            var html_719c399c497c4b7ea27a42a020a1646d = $(`<div id="html_719c399c497c4b7ea27a42a020a1646d" style="width: 100.0%; height: 100.0%;">Softy Corner</div>`)[0];
            popup_91cca9e56ca84516aeadfb0a21997fec.setContent(html_719c399c497c4b7ea27a42a020a1646d);
        

        circle_marker_b53c68ed62af44e7a270f5ea7ea34808.bindPopup(popup_91cca9e56ca84516aeadfb0a21997fec)
        ;

        
    
    
            var circle_marker_d5dc8f904dce436089990366e791beb9 = L.circleMarker(
                [30.740556809748465, 76.78254701393982],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_fa97c65d4a6f402aa4ccb957fe137e51 = L.popup({"maxWidth": "100%"});

        
            var html_426b77a0f3944fbfb209e561a32ac29f = $(`<div id="html_426b77a0f3944fbfb209e561a32ac29f" style="width: 100.0%; height: 100.0%;">Hot Millions 2</div>`)[0];
            popup_fa97c65d4a6f402aa4ccb957fe137e51.setContent(html_426b77a0f3944fbfb209e561a32ac29f);
        

        circle_marker_d5dc8f904dce436089990366e791beb9.bindPopup(popup_fa97c65d4a6f402aa4ccb957fe137e51)
        ;

        
    
    
            var circle_marker_9487f7508f704136ac5088481e67fb6d = L.circleMarker(
                [30.721446742113333, 76.76017562994907],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_87d27c0fd4ee4fbda5ee0cb287c4b02d = L.popup({"maxWidth": "100%"});

        
            var html_ce8ca6f69a9f4df9a7abc83071d620c7 = $(`<div id="html_ce8ca6f69a9f4df9a7abc83071d620c7" style="width: 100.0%; height: 100.0%;">Nik Bakers</div>`)[0];
            popup_87d27c0fd4ee4fbda5ee0cb287c4b02d.setContent(html_ce8ca6f69a9f4df9a7abc83071d620c7);
        

        circle_marker_9487f7508f704136ac5088481e67fb6d.bindPopup(popup_87d27c0fd4ee4fbda5ee0cb287c4b02d)
        ;

        
    
    
            var circle_marker_c7bc6938352c4b2bb4dfd23ebf5c1238 = L.circleMarker(
                [30.725642995629187, 76.80519302009704],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b58c6fe2cbdd4b4e80e3e7f090c6b6af = L.popup({"maxWidth": "100%"});

        
            var html_f1654a9663e044dca7e44dae7e6a8c54 = $(`<div id="html_f1654a9663e044dca7e44dae7e6a8c54" style="width: 100.0%; height: 100.0%;">Barbeque Nation</div>`)[0];
            popup_b58c6fe2cbdd4b4e80e3e7f090c6b6af.setContent(html_f1654a9663e044dca7e44dae7e6a8c54);
        

        circle_marker_c7bc6938352c4b2bb4dfd23ebf5c1238.bindPopup(popup_b58c6fe2cbdd4b4e80e3e7f090c6b6af)
        ;

        
    
    
            var circle_marker_bab402d378a940b8b70aee261b3eee57 = L.circleMarker(
                [30.746003615576836, 76.78164482116699],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_42f7362ee5f64fe4802750a7bde2e82e = L.popup({"maxWidth": "100%"});

        
            var html_f5a8bb6fe0a844b5873c5c3d2f42aff3 = $(`<div id="html_f5a8bb6fe0a844b5873c5c3d2f42aff3" style="width: 100.0%; height: 100.0%;">Rose Garden</div>`)[0];
            popup_42f7362ee5f64fe4802750a7bde2e82e.setContent(html_f5a8bb6fe0a844b5873c5c3d2f42aff3);
        

        circle_marker_bab402d378a940b8b70aee261b3eee57.bindPopup(popup_42f7362ee5f64fe4802750a7bde2e82e)
        ;

        
    
    
            var circle_marker_db57080b57794a92b9baa047ba26962e = L.circleMarker(
                [30.741197116938704, 76.79112608428154],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_6de4b8a96f254394ab44cda25bde0dd5 = L.popup({"maxWidth": "100%"});

        
            var html_8a26287ab2b54de19e022503580557ed = $(`<div id="html_8a26287ab2b54de19e022503580557ed" style="width: 100.0%; height: 100.0%;">Body Zone</div>`)[0];
            popup_6de4b8a96f254394ab44cda25bde0dd5.setContent(html_8a26287ab2b54de19e022503580557ed);
        

        circle_marker_db57080b57794a92b9baa047ba26962e.bindPopup(popup_6de4b8a96f254394ab44cda25bde0dd5)
        ;

        
    
    
            var circle_marker_654fd5fe84164d779bf391578fada2b3 = L.circleMarker(
                [30.733177563614852, 76.7894532516761],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_a562ca4dd9e04b0fa5490e4ad7e73f52 = L.popup({"maxWidth": "100%"});

        
            var html_081e68b2ca934ceaaf3af4b941bbfd2f = $(`<div id="html_081e68b2ca934ceaaf3af4b941bbfd2f" style="width: 100.0%; height: 100.0%;">Tagore Theater</div>`)[0];
            popup_a562ca4dd9e04b0fa5490e4ad7e73f52.setContent(html_081e68b2ca934ceaaf3af4b941bbfd2f);
        

        circle_marker_654fd5fe84164d779bf391578fada2b3.bindPopup(popup_a562ca4dd9e04b0fa5490e4ad7e73f52)
        ;

        
    
    
            var circle_marker_0f438239bd7a4413863eb680c16a6699 = L.circleMarker(
                [30.72553290496686, 76.80524865335352],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_848e08f57b34494fb3419bc5eef0d6b7 = L.popup({"maxWidth": "100%"});

        
            var html_4aeae18e929b45f28ebcd61f83a49c3e = $(`<div id="html_4aeae18e929b45f28ebcd61f83a49c3e" style="width: 100.0%; height: 100.0%;">Mainland China</div>`)[0];
            popup_848e08f57b34494fb3419bc5eef0d6b7.setContent(html_4aeae18e929b45f28ebcd61f83a49c3e);
        

        circle_marker_0f438239bd7a4413863eb680c16a6699.bindPopup(popup_848e08f57b34494fb3419bc5eef0d6b7)
        ;

        
    
    
            var circle_marker_77ccbd83994f47d4907c7c1d9d44253f = L.circleMarker(
                [30.74781519967048, 76.79325514155504],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2df1d2c97e9d4443b353e1025fe4b51e = L.popup({"maxWidth": "100%"});

        
            var html_a0c60c8488bb4e39abdad847bcab9980 = $(`<div id="html_a0c60c8488bb4e39abdad847bcab9980" style="width: 100.0%; height: 100.0%;">Nik Bakers</div>`)[0];
            popup_2df1d2c97e9d4443b353e1025fe4b51e.setContent(html_a0c60c8488bb4e39abdad847bcab9980);
        

        circle_marker_77ccbd83994f47d4907c7c1d9d44253f.bindPopup(popup_2df1d2c97e9d4443b353e1025fe4b51e)
        ;

        
    
    
            var circle_marker_45426c72b66b41168d1778435ae5811b = L.circleMarker(
                [30.719387074190497, 76.80168824034706],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_98699663c61a4a40a06b4b456fa6cef0 = L.popup({"maxWidth": "100%"});

        
            var html_b51928e4089548b4b90a48f6206a8263 = $(`<div id="html_b51928e4089548b4b90a48f6206a8263" style="width: 100.0%; height: 100.0%;">Pal Dhaba (Since 1960)</div>`)[0];
            popup_98699663c61a4a40a06b4b456fa6cef0.setContent(html_b51928e4089548b4b90a48f6206a8263);
        

        circle_marker_45426c72b66b41168d1778435ae5811b.bindPopup(popup_98699663c61a4a40a06b4b456fa6cef0)
        ;

        
    
    
            var circle_marker_b069f373e4054ec68008bbdfef0d6682 = L.circleMarker(
                [30.712486375365984, 76.77303045131153],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_7219c17a391b4a5499ae88601527899f = L.popup({"maxWidth": "100%"});

        
            var html_35548e7446e84712a5c268ce019d2b67 = $(`<div id="html_35548e7446e84712a5c268ce019d2b67" style="width: 100.0%; height: 100.0%;">Chandigarh | Mohali | ਚੰਡੀਗੜ੍ਹ</div>`)[0];
            popup_7219c17a391b4a5499ae88601527899f.setContent(html_35548e7446e84712a5c268ce019d2b67);
        

        circle_marker_b069f373e4054ec68008bbdfef0d6682.bindPopup(popup_7219c17a391b4a5499ae88601527899f)
        ;

        
    
    
            var circle_marker_124c19fe2a434f31a0bfe2b4f76bde0c = L.circleMarker(
                [30.740343189861484, 76.78090231119417],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_4a1a7b2eeb9f47ce874866aa645b69f3 = L.popup({"maxWidth": "100%"});

        
            var html_e900f0979ee0421199db27222b8db392 = $(`<div id="html_e900f0979ee0421199db27222b8db392" style="width: 100.0%; height: 100.0%;">Indian Coffee House</div>`)[0];
            popup_4a1a7b2eeb9f47ce874866aa645b69f3.setContent(html_e900f0979ee0421199db27222b8db392);
        

        circle_marker_124c19fe2a434f31a0bfe2b4f76bde0c.bindPopup(popup_4a1a7b2eeb9f47ce874866aa645b69f3)
        ;

        
    
    
            var circle_marker_b3fef0571ca14d1f99ac554e5d91f215 = L.circleMarker(
                [30.739974915632455, 76.79244069051373],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_8f2aabfc306b40c08a5429a934f0f91c = L.popup({"maxWidth": "100%"});

        
            var html_d2795e7a9a8e40939a4ae54e0c2718e6 = $(`<div id="html_d2795e7a9a8e40939a4ae54e0c2718e6" style="width: 100.0%; height: 100.0%;">Headmasters</div>`)[0];
            popup_8f2aabfc306b40c08a5429a934f0f91c.setContent(html_d2795e7a9a8e40939a4ae54e0c2718e6);
        

        circle_marker_b3fef0571ca14d1f99ac554e5d91f215.bindPopup(popup_8f2aabfc306b40c08a5429a934f0f91c)
        ;

        
    
    
            var circle_marker_626a149c8d3d43819218b0ec7c81a4ae = L.circleMarker(
                [30.73433333849047, 76.75339215312496],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_9c6fd5c9740241b1941eff878fe7d5bd = L.popup({"maxWidth": "100%"});

        
            var html_070dae1196d145d28e2442b84370104f = $(`<div id="html_070dae1196d145d28e2442b84370104f" style="width: 100.0%; height: 100.0%;">Sector 36</div>`)[0];
            popup_9c6fd5c9740241b1941eff878fe7d5bd.setContent(html_070dae1196d145d28e2442b84370104f);
        

        circle_marker_626a149c8d3d43819218b0ec7c81a4ae.bindPopup(popup_9c6fd5c9740241b1941eff878fe7d5bd)
        ;

        
    
    
            var circle_marker_4efef4e9803f48cda2d50df269d0d1e8 = L.circleMarker(
                [30.762265755706792, 76.76987522382109],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_c6ef50bb3fd0489cbfaf6120c7cdac3a = L.popup({"maxWidth": "100%"});

        
            var html_d780e80385324b8dbf72d66e1f42b3cb = $(`<div id="html_d780e80385324b8dbf72d66e1f42b3cb" style="width: 100.0%; height: 100.0%;">Stu c, Panjab University</div>`)[0];
            popup_c6ef50bb3fd0489cbfaf6120c7cdac3a.setContent(html_d780e80385324b8dbf72d66e1f42b3cb);
        

        circle_marker_4efef4e9803f48cda2d50df269d0d1e8.bindPopup(popup_c6ef50bb3fd0489cbfaf6120c7cdac3a)
        ;

        
    
    
            var circle_marker_67a1d4dfedd240b483b0a9bd244ad77f = L.circleMarker(
                [30.754176444325783, 76.77055343434016],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e7354368ccfa4fcc855750d28404d292 = L.popup({"maxWidth": "100%"});

        
            var html_5479ce70676f417f96c3fb93aaac5348 = $(`<div id="html_5479ce70676f417f96c3fb93aaac5348" style="width: 100.0%; height: 100.0%;">Gopal Sweets</div>`)[0];
            popup_e7354368ccfa4fcc855750d28404d292.setContent(html_5479ce70676f417f96c3fb93aaac5348);
        

        circle_marker_67a1d4dfedd240b483b0a9bd244ad77f.bindPopup(popup_e7354368ccfa4fcc855750d28404d292)
        ;

        
    
    
            var circle_marker_9016dd848c384e00b81c8e14084b5fb1 = L.circleMarker(
                [30.752441863301154, 76.80437771255525],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_7c4902a2e1944b26b8cadc7e3eb310ca = L.popup({"maxWidth": "100%"});

        
            var html_73d9cbafaec445918c180e9de36c5cd6 = $(`<div id="html_73d9cbafaec445918c180e9de36c5cd6" style="width: 100.0%; height: 100.0%;">Rock Garden</div>`)[0];
            popup_7c4902a2e1944b26b8cadc7e3eb310ca.setContent(html_73d9cbafaec445918c180e9de36c5cd6);
        

        circle_marker_9016dd848c384e00b81c8e14084b5fb1.bindPopup(popup_7c4902a2e1944b26b8cadc7e3eb310ca)
        ;

        
    
    
            var circle_marker_54ced6a6a5224cab98f3cd9629263794 = L.circleMarker(
                [30.705632, 76.801242],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d5b29bdb48c94953a733d8e4c76d32d1 = L.popup({"maxWidth": "100%"});

        
            var html_63bd3982badc41248ad24d35ca1cb581 = $(`<div id="html_63bd3982badc41248ad24d35ca1cb581" style="width: 100.0%; height: 100.0%;">Elante Mall</div>`)[0];
            popup_d5b29bdb48c94953a733d8e4c76d32d1.setContent(html_63bd3982badc41248ad24d35ca1cb581);
        

        circle_marker_54ced6a6a5224cab98f3cd9629263794.bindPopup(popup_d5b29bdb48c94953a733d8e4c76d32d1)
        ;

        
    
    
            var circle_marker_00c6a5fa761f4640a39562df9010974a = L.circleMarker(
                [30.75478186973255, 76.78744890994679],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_221165820ccf4e23a13c8b8a4eee4cd2 = L.popup({"maxWidth": "100%"});

        
            var html_4adda84b0bb043f099b4eeee86e45d9a = $(`<div id="html_4adda84b0bb043f099b4eeee86e45d9a" style="width: 100.0%; height: 100.0%;">The Willow Cafe</div>`)[0];
            popup_221165820ccf4e23a13c8b8a4eee4cd2.setContent(html_4adda84b0bb043f099b4eeee86e45d9a);
        

        circle_marker_00c6a5fa761f4640a39562df9010974a.bindPopup(popup_221165820ccf4e23a13c8b8a4eee4cd2)
        ;

        
    
    
            var circle_marker_89fc4fb57bf64adbbae91e63ab4f6e37 = L.circleMarker(
                [30.740998186461784, 76.7973472363974],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_98b7c2da4f57408dbe21d73568fb5d7a = L.popup({"maxWidth": "100%"});

        
            var html_09dd5e23f4be4bd2be764b388b4818d8 = $(`<div id="html_09dd5e23f4be4bd2be764b388b4818d8" style="width: 100.0%; height: 100.0%;">Monica&#39;s Puddings &amp; Pies</div>`)[0];
            popup_98b7c2da4f57408dbe21d73568fb5d7a.setContent(html_09dd5e23f4be4bd2be764b388b4818d8);
        

        circle_marker_89fc4fb57bf64adbbae91e63ab4f6e37.bindPopup(popup_98b7c2da4f57408dbe21d73568fb5d7a)
        ;

        
    
    
            var circle_marker_d92d44f3eca342f8abd87ead4892a7c4 = L.circleMarker(
                [30.75478794985092, 76.78718389218258],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_aaf254127af748138730815491d8ec7f = L.popup({"maxWidth": "100%"});

        
            var html_18970818dfe7419bb29ece076af473af = $(`<div id="html_18970818dfe7419bb29ece076af473af" style="width: 100.0%; height: 100.0%;">Casa Bella Vista Pizzeria</div>`)[0];
            popup_aaf254127af748138730815491d8ec7f.setContent(html_18970818dfe7419bb29ece076af473af);
        

        circle_marker_d92d44f3eca342f8abd87ead4892a7c4.bindPopup(popup_aaf254127af748138730815491d8ec7f)
        ;

        
    
    
            var circle_marker_f4f0a611b9544ddb83075f03a568c041 = L.circleMarker(
                [30.725600367766457, 76.80585719618445],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f8c5c2278ee24c77b1f5d6a09ca79a00 = L.popup({"maxWidth": "100%"});

        
            var html_ae2ed57a7d7c4207b3b8144ddd7a7ace = $(`<div id="html_ae2ed57a7d7c4207b3b8144ddd7a7ace" style="width: 100.0%; height: 100.0%;">Tao</div>`)[0];
            popup_f8c5c2278ee24c77b1f5d6a09ca79a00.setContent(html_ae2ed57a7d7c4207b3b8144ddd7a7ace);
        

        circle_marker_f4f0a611b9544ddb83075f03a568c041.bindPopup(popup_f8c5c2278ee24c77b1f5d6a09ca79a00)
        ;

        
    
    
            var circle_marker_2806a9b1f79a434a9bf8d2c8cffa3fea = L.circleMarker(
                [30.734718865014862, 76.79734090773529],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_8ceb16d374cb48c6ba7138e4fab3e1cb = L.popup({"maxWidth": "100%"});

        
            var html_c4e3d627a30e4e8991340b386c09685b = $(`<div id="html_c4e3d627a30e4e8991340b386c09685b" style="width: 100.0%; height: 100.0%;">Virgin Courtyard</div>`)[0];
            popup_8ceb16d374cb48c6ba7138e4fab3e1cb.setContent(html_c4e3d627a30e4e8991340b386c09685b);
        

        circle_marker_2806a9b1f79a434a9bf8d2c8cffa3fea.bindPopup(popup_8ceb16d374cb48c6ba7138e4fab3e1cb)
        ;

        
    
    
            var circle_marker_9a17fb146c514b15ac16904989606543 = L.circleMarker(
                [30.73276012050352, 76.77106957751765],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_a7960cd82dd64188933fdf4befc2021b = L.popup({"maxWidth": "100%"});

        
            var html_7566326292854b60a0f6c0b5ab7a6508 = $(`<div id="html_7566326292854b60a0f6c0b5ab7a6508" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day</div>`)[0];
            popup_a7960cd82dd64188933fdf4befc2021b.setContent(html_7566326292854b60a0f6c0b5ab7a6508);
        

        circle_marker_9a17fb146c514b15ac16904989606543.bindPopup(popup_a7960cd82dd64188933fdf4befc2021b)
        ;

        
    
    
            var circle_marker_76cc5f00859b48bd82ee1395ae64e33d = L.circleMarker(
                [30.73309058816688, 76.8032822994801],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_40c0544cdc31457c9d7e48beb7b01c54 = L.popup({"maxWidth": "100%"});

        
            var html_d3d2f0a36d56441aaff02a77ed7152be = $(`<div id="html_d3d2f0a36d56441aaff02a77ed7152be" style="width: 100.0%; height: 100.0%;">Cafe Nomad</div>`)[0];
            popup_40c0544cdc31457c9d7e48beb7b01c54.setContent(html_d3d2f0a36d56441aaff02a77ed7152be);
        

        circle_marker_76cc5f00859b48bd82ee1395ae64e33d.bindPopup(popup_40c0544cdc31457c9d7e48beb7b01c54)
        ;

        
    
    
            var circle_marker_9147ea4c3d5f4dabac74e8bcd929286a = L.circleMarker(
                [30.725203100455435, 76.80573330300103],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_14e08df3c1f747bfbf6979ba45dd951e = L.popup({"maxWidth": "100%"});

        
            var html_a612eada0e744a0289f119d00e07a780 = $(`<div id="html_a612eada0e744a0289f119d00e07a780" style="width: 100.0%; height: 100.0%;">Noodle Bar</div>`)[0];
            popup_14e08df3c1f747bfbf6979ba45dd951e.setContent(html_a612eada0e744a0289f119d00e07a780);
        

        circle_marker_9147ea4c3d5f4dabac74e8bcd929286a.bindPopup(popup_14e08df3c1f747bfbf6979ba45dd951e)
        ;

        
    
    
            var circle_marker_e62aa471b5c34dc0901409af04766e2e = L.circleMarker(
                [30.74770828688446, 76.79324159949309],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_516911bc184847a8bf385353818c24d1 = L.popup({"maxWidth": "100%"});

        
            var html_52ac58f6f80740b89c91fb35c4a84057 = $(`<div id="html_52ac58f6f80740b89c91fb35c4a84057" style="width: 100.0%; height: 100.0%;">Garlic and Greens</div>`)[0];
            popup_516911bc184847a8bf385353818c24d1.setContent(html_52ac58f6f80740b89c91fb35c4a84057);
        

        circle_marker_e62aa471b5c34dc0901409af04766e2e.bindPopup(popup_516911bc184847a8bf385353818c24d1)
        ;

        
    
    
            var circle_marker_eafc0772a6b14d80bb3b42a6748abe23 = L.circleMarker(
                [30.723543, 76.767475],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_59da34dd18a54309993d25195ee10feb = L.popup({"maxWidth": "100%"});

        
            var html_32b0a82d496d49c2849e0be9996ed956 = $(`<div id="html_32b0a82d496d49c2849e0be9996ed956" style="width: 100.0%; height: 100.0%;">Piccadily Square</div>`)[0];
            popup_59da34dd18a54309993d25195ee10feb.setContent(html_32b0a82d496d49c2849e0be9996ed956);
        

        circle_marker_eafc0772a6b14d80bb3b42a6748abe23.bindPopup(popup_59da34dd18a54309993d25195ee10feb)
        ;

        
    
    
            var circle_marker_7269ec27ca8c4b3aa62d391c3d98c5bb = L.circleMarker(
                [30.705923, 76.800822],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_42eb8727fcc04869ba9cc68ebde582dd = L.popup({"maxWidth": "100%"});

        
            var html_eee783ec2ae64dbebbbcf5a8c005efe9 = $(`<div id="html_eee783ec2ae64dbebbbcf5a8c005efe9" style="width: 100.0%; height: 100.0%;">Zara</div>`)[0];
            popup_42eb8727fcc04869ba9cc68ebde582dd.setContent(html_eee783ec2ae64dbebbbcf5a8c005efe9);
        

        circle_marker_7269ec27ca8c4b3aa62d391c3d98c5bb.bindPopup(popup_42eb8727fcc04869ba9cc68ebde582dd)
        ;

        
    
    
            var circle_marker_3618d3585aeb42fcba22c8abbd41793b = L.circleMarker(
                [30.7222068725156, 76.76146140284405],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_42585b95dd8f4744ac4be2329678efaf = L.popup({"maxWidth": "100%"});

        
            var html_a30f7e9687de494aaf55f5c85c8d79ad = $(`<div id="html_a30f7e9687de494aaf55f5c85c8d79ad" style="width: 100.0%; height: 100.0%;">Barista</div>`)[0];
            popup_42585b95dd8f4744ac4be2329678efaf.setContent(html_a30f7e9687de494aaf55f5c85c8d79ad);
        

        circle_marker_3618d3585aeb42fcba22c8abbd41793b.bindPopup(popup_42585b95dd8f4744ac4be2329678efaf)
        ;

        
    
    
            var circle_marker_6ab1b5619dfb401687376f68330548c2 = L.circleMarker(
                [30.750727, 76.789066],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_ade7ca5e692340ed8372ce84a0be9c3d = L.popup({"maxWidth": "100%"});

        
            var html_bf5697906a084ac4bffa2b27cf4b055a = $(`<div id="html_bf5697906a084ac4bffa2b27cf4b055a" style="width: 100.0%; height: 100.0%;">Gehri Route</div>`)[0];
            popup_ade7ca5e692340ed8372ce84a0be9c3d.setContent(html_bf5697906a084ac4bffa2b27cf4b055a);
        

        circle_marker_6ab1b5619dfb401687376f68330548c2.bindPopup(popup_ade7ca5e692340ed8372ce84a0be9c3d)
        ;

        
    
    
            var circle_marker_646361687f854cf3b90bd08dda7360d8 = L.circleMarker(
                [30.720780533483353, 76.75896058774872],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d8e3815a9bd040c1986e9af47911bfe9 = L.popup({"maxWidth": "100%"});

        
            var html_9677fffdda3b435baac7ece0c8643138 = $(`<div id="html_9677fffdda3b435baac7ece0c8643138" style="width: 100.0%; height: 100.0%;">Peddlers</div>`)[0];
            popup_d8e3815a9bd040c1986e9af47911bfe9.setContent(html_9677fffdda3b435baac7ece0c8643138);
        

        circle_marker_646361687f854cf3b90bd08dda7360d8.bindPopup(popup_d8e3815a9bd040c1986e9af47911bfe9)
        ;

        
    
    
            var circle_marker_fe6dcd9b689b426895a17558c33c25e8 = L.circleMarker(
                [30.73989034697869, 76.7764957134281],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d368416aedeb4d9a9c78e33ce4cd4e5e = L.popup({"maxWidth": "100%"});

        
            var html_f5b0fd35db524da3adcc61b4c326f187 = $(`<div id="html_f5b0fd35db524da3adcc61b4c326f187" style="width: 100.0%; height: 100.0%;">Hotel Shivalik View</div>`)[0];
            popup_d368416aedeb4d9a9c78e33ce4cd4e5e.setContent(html_f5b0fd35db524da3adcc61b4c326f187);
        

        circle_marker_fe6dcd9b689b426895a17558c33c25e8.bindPopup(popup_d368416aedeb4d9a9c78e33ce4cd4e5e)
        ;

        
    
    
            var circle_marker_254655d3647641cc8912d06f2bc70478 = L.circleMarker(
                [30.754214929727702, 76.7877191222044],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b2a6afb75d4249bfa455c166bc84ce0e = L.popup({"maxWidth": "100%"});

        
            var html_e5f5ec6e037c4d9a9b547f5c7a329600 = $(`<div id="html_e5f5ec6e037c4d9a9b547f5c7a329600" style="width: 100.0%; height: 100.0%;">Rustic Door</div>`)[0];
            popup_b2a6afb75d4249bfa455c166bc84ce0e.setContent(html_e5f5ec6e037c4d9a9b547f5c7a329600);
        

        circle_marker_254655d3647641cc8912d06f2bc70478.bindPopup(popup_b2a6afb75d4249bfa455c166bc84ce0e)
        ;

        
    
    
            var circle_marker_b84462f00cb84040826bf75eb8024244 = L.circleMarker(
                [30.736543, 76.813661],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_6ed36dcabb5a44a4896279a6f94e3579 = L.popup({"maxWidth": "100%"});

        
            var html_6ab7c4a61ab94bc5ac5a7e3bd593bf71 = $(`<div id="html_6ab7c4a61ab94bc5ac5a7e3bd593bf71" style="width: 100.0%; height: 100.0%;">Chandigarh Golf Club</div>`)[0];
            popup_6ed36dcabb5a44a4896279a6f94e3579.setContent(html_6ab7c4a61ab94bc5ac5a7e3bd593bf71);
        

        circle_marker_b84462f00cb84040826bf75eb8024244.bindPopup(popup_6ed36dcabb5a44a4896279a6f94e3579)
        ;

        
    
    
            var circle_marker_21d408cb6a49445eaf5070f96c288b5b = L.circleMarker(
                [30.7218, 76.7607],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_1b36a0878e564ad4a95128c1809ac18f = L.popup({"maxWidth": "100%"});

        
            var html_9970d7f995c045e08b1d2d60161cd620 = $(`<div id="html_9970d7f995c045e08b1d2d60161cd620" style="width: 100.0%; height: 100.0%;">Ovenfresh</div>`)[0];
            popup_1b36a0878e564ad4a95128c1809ac18f.setContent(html_9970d7f995c045e08b1d2d60161cd620);
        

        circle_marker_21d408cb6a49445eaf5070f96c288b5b.bindPopup(popup_1b36a0878e564ad4a95128c1809ac18f)
        ;

        
    
    
            var circle_marker_f67cdd2ec5ee44e19cde8090d65d6793 = L.circleMarker(
                [30.72336302795653, 76.76339858399118],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_6c48c2d8d2464db39b4b5ad67bda00e6 = L.popup({"maxWidth": "100%"});

        
            var html_90a1bc8c9c2a42e993d352d311e01964 = $(`<div id="html_90a1bc8c9c2a42e993d352d311e01964" style="width: 100.0%; height: 100.0%;">Basil and Bean Co.</div>`)[0];
            popup_6c48c2d8d2464db39b4b5ad67bda00e6.setContent(html_90a1bc8c9c2a42e993d352d311e01964);
        

        circle_marker_f67cdd2ec5ee44e19cde8090d65d6793.bindPopup(popup_6c48c2d8d2464db39b4b5ad67bda00e6)
        ;

        
    
    
            var circle_marker_f9950fdd5ea6424484194d852d058583 = L.circleMarker(
                [30.70521075442882, 76.80180403857342],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_11193beb0e9245489a18fcc785090a75 = L.popup({"maxWidth": "100%"});

        
            var html_3bcfdbab31d8452f9fd92de923cc80bc = $(`<div id="html_3bcfdbab31d8452f9fd92de923cc80bc" style="width: 100.0%; height: 100.0%;">PVR Cinemas</div>`)[0];
            popup_11193beb0e9245489a18fcc785090a75.setContent(html_3bcfdbab31d8452f9fd92de923cc80bc);
        

        circle_marker_f9950fdd5ea6424484194d852d058583.bindPopup(popup_11193beb0e9245489a18fcc785090a75)
        ;

        
    
    
            var circle_marker_ac804477b4ed40b789dfe75f8245e56f = L.circleMarker(
                [30.7301, 76.773461],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_27bfd6ba58ca459e991a9000768ea4cb = L.popup({"maxWidth": "100%"});

        
            var html_629bc1d88f2e4bd9b736a300c612bc6c = $(`<div id="html_629bc1d88f2e4bd9b736a300c612bc6c" style="width: 100.0%; height: 100.0%;">McDonald&#39;s</div>`)[0];
            popup_27bfd6ba58ca459e991a9000768ea4cb.setContent(html_629bc1d88f2e4bd9b736a300c612bc6c);
        

        circle_marker_ac804477b4ed40b789dfe75f8245e56f.bindPopup(popup_27bfd6ba58ca459e991a9000768ea4cb)
        ;

        
    
    
            var circle_marker_16959ec3a6194cada67441011d1c2bb7 = L.circleMarker(
                [30.72853615187265, 76.80291442992169],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2ecca2a7b3314ab09013469b680398cd = L.popup({"maxWidth": "100%"});

        
            var html_51d99815c41244059216839f2ae19894 = $(`<div id="html_51d99815c41244059216839f2ae19894" style="width: 100.0%; height: 100.0%;">Whistling Duck</div>`)[0];
            popup_2ecca2a7b3314ab09013469b680398cd.setContent(html_51d99815c41244059216839f2ae19894);
        

        circle_marker_16959ec3a6194cada67441011d1c2bb7.bindPopup(popup_2ecca2a7b3314ab09013469b680398cd)
        ;

        
    
    
            var circle_marker_46ed5067138e4cbdab7e1a4c91d43de7 = L.circleMarker(
                [30.725894045768563, 76.80488864594012],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d1937f8acfd840db84ac52052ddb29ea = L.popup({"maxWidth": "100%"});

        
            var html_bc8b2659c4844650841c1fec1a5d24ee = $(`<div id="html_bc8b2659c4844650841c1fec1a5d24ee" style="width: 100.0%; height: 100.0%;">Ovenfresh</div>`)[0];
            popup_d1937f8acfd840db84ac52052ddb29ea.setContent(html_bc8b2659c4844650841c1fec1a5d24ee);
        

        circle_marker_46ed5067138e4cbdab7e1a4c91d43de7.bindPopup(popup_d1937f8acfd840db84ac52052ddb29ea)
        ;

        
    
    
            var circle_marker_2d8f99bbfc6849579ade68d89bd3dae9 = L.circleMarker(
                [30.731718443472605, 76.80013987909643],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_35350b0a8be14f86aa218807c5b06e27 = L.popup({"maxWidth": "100%"});

        
            var html_28c4d40527ba46d89e2181fcbdf29f46 = $(`<div id="html_28c4d40527ba46d89e2181fcbdf29f46" style="width: 100.0%; height: 100.0%;">Flamme Bois - Bistro</div>`)[0];
            popup_35350b0a8be14f86aa218807c5b06e27.setContent(html_28c4d40527ba46d89e2181fcbdf29f46);
        

        circle_marker_2d8f99bbfc6849579ade68d89bd3dae9.bindPopup(popup_35350b0a8be14f86aa218807c5b06e27)
        ;

        
    
    
            var circle_marker_fcfe427d18a642088f206a6cbe17a3ea = L.circleMarker(
                [30.740267118111216, 76.78190471103095],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_ae36afd5a3fd4262ac91989f65ccedc8 = L.popup({"maxWidth": "100%"});

        
            var html_d70e3b36b0c74de8873a1885f96d6763 = $(`<div id="html_d70e3b36b0c74de8873a1885f96d6763" style="width: 100.0%; height: 100.0%;">Hot Millions saladbar</div>`)[0];
            popup_ae36afd5a3fd4262ac91989f65ccedc8.setContent(html_d70e3b36b0c74de8873a1885f96d6763);
        

        circle_marker_fcfe427d18a642088f206a6cbe17a3ea.bindPopup(popup_ae36afd5a3fd4262ac91989f65ccedc8)
        ;

        
    
    
            var circle_marker_16b9f2727ff248148fd6d2d005c4fa01 = L.circleMarker(
                [30.724726240867867, 76.76528820173948],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f94732fd1a394dffb75aedde27415599 = L.popup({"maxWidth": "100%"});

        
            var html_7d5b5ae75ede45a086778d025ec90dc3 = $(`<div id="html_7d5b5ae75ede45a086778d025ec90dc3" style="width: 100.0%; height: 100.0%;">Giani&#39;s - 35/B</div>`)[0];
            popup_f94732fd1a394dffb75aedde27415599.setContent(html_7d5b5ae75ede45a086778d025ec90dc3);
        

        circle_marker_16b9f2727ff248148fd6d2d005c4fa01.bindPopup(popup_f94732fd1a394dffb75aedde27415599)
        ;

        
    
    
            var circle_marker_05ba882dc9cd4d4eb1aea8330b2c2fab = L.circleMarker(
                [30.71474622703624, 76.75177474428733],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_c39af81ffe0c4469932feb28c4955a7a = L.popup({"maxWidth": "100%"});

        
            var html_96ae743468cd4909a668ea6a1eca5c92 = $(`<div id="html_96ae743468cd4909a668ea6a1eca5c92" style="width: 100.0%; height: 100.0%;">Classic 44</div>`)[0];
            popup_c39af81ffe0c4469932feb28c4955a7a.setContent(html_96ae743468cd4909a668ea6a1eca5c92);
        

        circle_marker_05ba882dc9cd4d4eb1aea8330b2c2fab.bindPopup(popup_c39af81ffe0c4469932feb28c4955a7a)
        ;

        
    
    
            var circle_marker_154496f6aafe4ea6909cb03b0046e3d2 = L.circleMarker(
                [30.705218, 76.801231],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d9eda7f16b0a431493f1e27894500c3e = L.popup({"maxWidth": "100%"});

        
            var html_1450900144bf439c9ff5fd1ec3335c6c = $(`<div id="html_1450900144bf439c9ff5fd1ec3335c6c" style="width: 100.0%; height: 100.0%;">Backpackers cafe, Elante</div>`)[0];
            popup_d9eda7f16b0a431493f1e27894500c3e.setContent(html_1450900144bf439c9ff5fd1ec3335c6c);
        

        circle_marker_154496f6aafe4ea6909cb03b0046e3d2.bindPopup(popup_d9eda7f16b0a431493f1e27894500c3e)
        ;

        
    
    
            var circle_marker_2943cfac03fa4cc894120f030a633cff = L.circleMarker(
                [30.759467257546415, 76.78287379836246],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_59fb368616c748bb86d513754ea93eb5 = L.popup({"maxWidth": "100%"});

        
            var html_a4d2bab9e8d44342ae2ce55e9db1b195 = $(`<div id="html_a4d2bab9e8d44342ae2ce55e9db1b195" style="width: 100.0%; height: 100.0%;">Subway</div>`)[0];
            popup_59fb368616c748bb86d513754ea93eb5.setContent(html_a4d2bab9e8d44342ae2ce55e9db1b195);
        

        circle_marker_2943cfac03fa4cc894120f030a633cff.bindPopup(popup_59fb368616c748bb86d513754ea93eb5)
        ;

        
    
    
            var circle_marker_26d90fd638524c1d809fa16a3b1ee192 = L.circleMarker(
                [30.76035143912647, 76.78889954727158],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_5691e1c46e794e769baa66b126a8b0ae = L.popup({"maxWidth": "100%"});

        
            var html_57136aa5799046c5bf4a1dc06bca8aa3 = $(`<div id="html_57136aa5799046c5bf4a1dc06bca8aa3" style="width: 100.0%; height: 100.0%;">Sector 11</div>`)[0];
            popup_5691e1c46e794e769baa66b126a8b0ae.setContent(html_57136aa5799046c5bf4a1dc06bca8aa3);
        

        circle_marker_26d90fd638524c1d809fa16a3b1ee192.bindPopup(popup_5691e1c46e794e769baa66b126a8b0ae)
        ;

        
    
    
            var circle_marker_a8e7f48fcca44c28b7d53cbddfc5b9e7 = L.circleMarker(
                [30.704397155287584, 76.80017249397791],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_74a328a27fdd4786bfeb17c653ad0946 = L.popup({"maxWidth": "100%"});

        
            var html_60b1e6826463402eaac51fc7c0b72012 = $(`<div id="html_60b1e6826463402eaac51fc7c0b72012" style="width: 100.0%; height: 100.0%;">Hyatt Regency Chandigarh</div>`)[0];
            popup_74a328a27fdd4786bfeb17c653ad0946.setContent(html_60b1e6826463402eaac51fc7c0b72012);
        

        circle_marker_a8e7f48fcca44c28b7d53cbddfc5b9e7.bindPopup(popup_74a328a27fdd4786bfeb17c653ad0946)
        ;

        
    
    
            var circle_marker_998bffc040dd41c7bae64b146c4e9745 = L.circleMarker(
                [30.724700838882917, 76.7652394417225],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f5d5c49a2e2b49359fb482c13599b8f2 = L.popup({"maxWidth": "100%"});

        
            var html_37b24e0dfe79473ba2efcf4da75b286a = $(`<div id="html_37b24e0dfe79473ba2efcf4da75b286a" style="width: 100.0%; height: 100.0%;">Nando&#39;s</div>`)[0];
            popup_f5d5c49a2e2b49359fb482c13599b8f2.setContent(html_37b24e0dfe79473ba2efcf4da75b286a);
        

        circle_marker_998bffc040dd41c7bae64b146c4e9745.bindPopup(popup_f5d5c49a2e2b49359fb482c13599b8f2)
        ;

        
    
    
            var circle_marker_61e41dda06514d87af13a3b2b576513d = L.circleMarker(
                [30.754013911920445, 76.78909980509944],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b7b1874e60fe4122919ff50e54689512 = L.popup({"maxWidth": "100%"});

        
            var html_1d6b535082944cb3ab206ea4049e9751 = $(`<div id="html_1d6b535082944cb3ab206ea4049e9751" style="width: 100.0%; height: 100.0%;">Hotel Mount View</div>`)[0];
            popup_b7b1874e60fe4122919ff50e54689512.setContent(html_1d6b535082944cb3ab206ea4049e9751);
        

        circle_marker_61e41dda06514d87af13a3b2b576513d.bindPopup(popup_b7b1874e60fe4122919ff50e54689512)
        ;

        
    
    
            var circle_marker_b8fa2d87f93d4bbb9c7c4a9a04c235c6 = L.circleMarker(
                [30.70829892592349, 76.80272404732492],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e40c00c2359f4edfab09886766b1c6c5 = L.popup({"maxWidth": "100%"});

        
            var html_f0aa633ead444eb7bcc8db6eb7d7d6b4 = $(`<div id="html_f0aa633ead444eb7bcc8db6eb7d7d6b4" style="width: 100.0%; height: 100.0%;">Hometel Hotel</div>`)[0];
            popup_e40c00c2359f4edfab09886766b1c6c5.setContent(html_f0aa633ead444eb7bcc8db6eb7d7d6b4);
        

        circle_marker_b8fa2d87f93d4bbb9c7c4a9a04c235c6.bindPopup(popup_e40c00c2359f4edfab09886766b1c6c5)
        ;

        
    
    
            var circle_marker_2a15579354744d839032cad6dcfb2624 = L.circleMarker(
                [30.73109283181392, 76.77543803382447],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_63989843421540b5bc07cc63c2c4b812 = L.popup({"maxWidth": "100%"});

        
            var html_ea2d4a308c694654862e2385049ce937 = $(`<div id="html_ea2d4a308c694654862e2385049ce937" style="width: 100.0%; height: 100.0%;">Tehal Singh&#39;s Dhabha</div>`)[0];
            popup_63989843421540b5bc07cc63c2c4b812.setContent(html_ea2d4a308c694654862e2385049ce937);
        

        circle_marker_2a15579354744d839032cad6dcfb2624.bindPopup(popup_63989843421540b5bc07cc63c2c4b812)
        ;

        
    
    
            var circle_marker_9ac6906c5b184853b5458efc0e7761c3 = L.circleMarker(
                [30.705464348898015, 76.80081745690775],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_4504cbc516f04855aaa477a87dd0c88f = L.popup({"maxWidth": "100%"});

        
            var html_2de2118ce17b4fb98dda9ea2c6090c0a = $(`<div id="html_2de2118ce17b4fb98dda9ea2c6090c0a" style="width: 100.0%; height: 100.0%;">Underdoggs Sports Bar &amp; Grill</div>`)[0];
            popup_4504cbc516f04855aaa477a87dd0c88f.setContent(html_2de2118ce17b4fb98dda9ea2c6090c0a);
        

        circle_marker_9ac6906c5b184853b5458efc0e7761c3.bindPopup(popup_4504cbc516f04855aaa477a87dd0c88f)
        ;

        
    
    
            var circle_marker_25f4f8c7bb7d4e6a83cd8b448fc300bb = L.circleMarker(
                [30.73900076018172, 76.78320058193002],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b96ad0a724bb4f5d8c8f231611bb37cf = L.popup({"maxWidth": "100%"});

        
            var html_4d63bc9609b24ef1b04d065d2eb22d9b = $(`<div id="html_4d63bc9609b24ef1b04d065d2eb22d9b" style="width: 100.0%; height: 100.0%;">Baskin Robbins</div>`)[0];
            popup_b96ad0a724bb4f5d8c8f231611bb37cf.setContent(html_4d63bc9609b24ef1b04d065d2eb22d9b);
        

        circle_marker_25f4f8c7bb7d4e6a83cd8b448fc300bb.bindPopup(popup_b96ad0a724bb4f5d8c8f231611bb37cf)
        ;

        
    
    
            var circle_marker_0d57adb836c34a5e85824a94b35c7660 = L.circleMarker(
                [30.706031860411116, 76.80087144356193],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_bddf27e64e5d4139b027f3aa712ac064 = L.popup({"maxWidth": "100%"});

        
            var html_8cd1ed137c7a4808abf57e45e46df89e = $(`<div id="html_8cd1ed137c7a4808abf57e45e46df89e" style="width: 100.0%; height: 100.0%;">Nandos- Elante</div>`)[0];
            popup_bddf27e64e5d4139b027f3aa712ac064.setContent(html_8cd1ed137c7a4808abf57e45e46df89e);
        

        circle_marker_0d57adb836c34a5e85824a94b35c7660.bindPopup(popup_bddf27e64e5d4139b027f3aa712ac064)
        ;

        
    
    
            var circle_marker_80e6e8e7e64946688d899b41e466b162 = L.circleMarker(
                [30.74461321022827, 76.78392987358427],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_508bde956459458286944ee429472ce8 = L.popup({"maxWidth": "100%"});

        
            var html_b7897799c9d64d8eb3c9a26d1ea40719 = $(`<div id="html_b7897799c9d64d8eb3c9a26d1ea40719" style="width: 100.0%; height: 100.0%;">Park Plaza</div>`)[0];
            popup_508bde956459458286944ee429472ce8.setContent(html_b7897799c9d64d8eb3c9a26d1ea40719);
        

        circle_marker_80e6e8e7e64946688d899b41e466b162.bindPopup(popup_508bde956459458286944ee429472ce8)
        ;

        
    
    
            var circle_marker_61e34683096c4d6286966e7904ed63c5 = L.circleMarker(
                [30.724732026025613, 76.76528256674001],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_1503709f5c7d41d1865425635e8e1991 = L.popup({"maxWidth": "100%"});

        
            var html_4aee8270f2974f8f93eaead3befdc0c5 = $(`<div id="html_4aee8270f2974f8f93eaead3befdc0c5" style="width: 100.0%; height: 100.0%;">Shangrila Plus</div>`)[0];
            popup_1503709f5c7d41d1865425635e8e1991.setContent(html_4aee8270f2974f8f93eaead3befdc0c5);
        

        circle_marker_61e34683096c4d6286966e7904ed63c5.bindPopup(popup_1503709f5c7d41d1865425635e8e1991)
        ;

        
    
    
            var circle_marker_7414b9610c374c059025d04e2ba49126 = L.circleMarker(
                [30.70483075397433, 76.8010135422659],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f845fc1f4a044207b48fa93b68e22a85 = L.popup({"maxWidth": "100%"});

        
            var html_ca4b149dc42a4e54b3edf4869a5a6148 = $(`<div id="html_ca4b149dc42a4e54b3edf4869a5a6148" style="width: 100.0%; height: 100.0%;">The Coffee Bean &amp; Tea Leaf</div>`)[0];
            popup_f845fc1f4a044207b48fa93b68e22a85.setContent(html_ca4b149dc42a4e54b3edf4869a5a6148);
        

        circle_marker_7414b9610c374c059025d04e2ba49126.bindPopup(popup_f845fc1f4a044207b48fa93b68e22a85)
        ;

        
    
    
            var circle_marker_2ca0a8ef436c4cfcaefbb68c42d53ba8 = L.circleMarker(
                [30.70073387696956, 76.7922528536945],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_1621fffea7f04810937e80a5c41b9891 = L.popup({"maxWidth": "100%"});

        
            var html_18db9890bbde4b8299f127999396826c = $(`<div id="html_18db9890bbde4b8299f127999396826c" style="width: 100.0%; height: 100.0%;">10 Downing Street, The Altius Hotel</div>`)[0];
            popup_1621fffea7f04810937e80a5c41b9891.setContent(html_18db9890bbde4b8299f127999396826c);
        

        circle_marker_2ca0a8ef436c4cfcaefbb68c42d53ba8.bindPopup(popup_1621fffea7f04810937e80a5c41b9891)
        ;

        
    
    
            var circle_marker_52dc57f426944b06b80f2cca5e9c7ec1 = L.circleMarker(
                [30.719115564202664, 76.75969252234202],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_49204bd362184aaa96537ca1be668c16 = L.popup({"maxWidth": "100%"});

        
            var html_fe34c9772f78491a8a121c4052d8a374 = $(`<div id="html_fe34c9772f78491a8a121c4052d8a374" style="width: 100.0%; height: 100.0%;">Subway</div>`)[0];
            popup_49204bd362184aaa96537ca1be668c16.setContent(html_fe34c9772f78491a8a121c4052d8a374);
        

        circle_marker_52dc57f426944b06b80f2cca5e9c7ec1.bindPopup(popup_49204bd362184aaa96537ca1be668c16)
        ;

        
    
    
            var circle_marker_cf4c88376723453cb1d929b75d2137a6 = L.circleMarker(
                [30.721003139333785, 76.75951869637625],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2bb67e1a01a64f5cb731420a14efef77 = L.popup({"maxWidth": "100%"});

        
            var html_416add8af673477db1f51f8d72336555 = $(`<div id="html_416add8af673477db1f51f8d72336555" style="width: 100.0%; height: 100.0%;">Gopal&#39;s</div>`)[0];
            popup_2bb67e1a01a64f5cb731420a14efef77.setContent(html_416add8af673477db1f51f8d72336555);
        

        circle_marker_cf4c88376723453cb1d929b75d2137a6.bindPopup(popup_2bb67e1a01a64f5cb731420a14efef77)
        ;

        
    
    
            var circle_marker_f0767bb9b0e94a4eb1a952ed595d8e91 = L.circleMarker(
                [30.739997080945177, 76.79199502261554],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_ae6a75fba9b349d8a48c8768682e157f = L.popup({"maxWidth": "100%"});

        
            var html_cb0a3ed98e52421a9f1b23c0f37f32cd = $(`<div id="html_cb0a3ed98e52421a9f1b23c0f37f32cd" style="width: 100.0%; height: 100.0%;">KFC</div>`)[0];
            popup_ae6a75fba9b349d8a48c8768682e157f.setContent(html_cb0a3ed98e52421a9f1b23c0f37f32cd);
        

        circle_marker_f0767bb9b0e94a4eb1a952ed595d8e91.bindPopup(popup_ae6a75fba9b349d8a48c8768682e157f)
        ;

        
    
    
            var circle_marker_58ba4679005e4e99af293424bcd8f197 = L.circleMarker(
                [30.704875642306508, 76.80101348132816],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_5f0bc099ee5349d2bf236899ad76f8df = L.popup({"maxWidth": "100%"});

        
            var html_7e95da09fa58426ab5ff7857991ef9e3 = $(`<div id="html_7e95da09fa58426ab5ff7857991ef9e3" style="width: 100.0%; height: 100.0%;">Brooklyn Central</div>`)[0];
            popup_5f0bc099ee5349d2bf236899ad76f8df.setContent(html_7e95da09fa58426ab5ff7857991ef9e3);
        

        circle_marker_58ba4679005e4e99af293424bcd8f197.bindPopup(popup_5f0bc099ee5349d2bf236899ad76f8df)
        ;

        
    
    
            var circle_marker_26f79b390d8e491287d1fa29ad869686 = L.circleMarker(
                [30.718387240476776, 76.76000246077318],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_a12c4f546cef4b90a9f4a648133ff575 = L.popup({"maxWidth": "100%"});

        
            var html_c6694f46940c4579863b54b9756f5c2f = $(`<div id="html_c6694f46940c4579863b54b9756f5c2f" style="width: 100.0%; height: 100.0%;">Baskin Robbins</div>`)[0];
            popup_a12c4f546cef4b90a9f4a648133ff575.setContent(html_c6694f46940c4579863b54b9756f5c2f);
        

        circle_marker_26f79b390d8e491287d1fa29ad869686.bindPopup(popup_a12c4f546cef4b90a9f4a648133ff575)
        ;

        
    
    
            var circle_marker_21becf2fcc75432c95c52d70975e75f7 = L.circleMarker(
                [30.73782136450119, 76.76640956158634],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_8733d67e73a24c9f90fbf8325ae5f350 = L.popup({"maxWidth": "100%"});

        
            var html_5f3f8bc79e9d4096ada80283f849bdad = $(`<div id="html_5f3f8bc79e9d4096ada80283f849bdad" style="width: 100.0%; height: 100.0%;">Café Coffee Day</div>`)[0];
            popup_8733d67e73a24c9f90fbf8325ae5f350.setContent(html_5f3f8bc79e9d4096ada80283f849bdad);
        

        circle_marker_21becf2fcc75432c95c52d70975e75f7.bindPopup(popup_8733d67e73a24c9f90fbf8325ae5f350)
        ;

        
    
    
            var circle_marker_2891c7718d974ad39a66a5e52a71f480 = L.circleMarker(
                [30.739006619777648, 76.74839333437265],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_610789e5c7154fb9bbe9612cc0be77a4 = L.popup({"maxWidth": "100%"});

        
            var html_f67b0e5f28a642ceb9d3e2f2191b8bfb = $(`<div id="html_f67b0e5f28a642ceb9d3e2f2191b8bfb" style="width: 100.0%; height: 100.0%;">Sector 37</div>`)[0];
            popup_610789e5c7154fb9bbe9612cc0be77a4.setContent(html_f67b0e5f28a642ceb9d3e2f2191b8bfb);
        

        circle_marker_2891c7718d974ad39a66a5e52a71f480.bindPopup(popup_610789e5c7154fb9bbe9612cc0be77a4)
        ;

        
    
    
            var circle_marker_be492ae6f57444cc83c04c66906a950b = L.circleMarker(
                [30.718905570102716, 76.80195250060851],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_5dac19502a1e4292a92600a7381315e3 = L.popup({"maxWidth": "100%"});

        
            var html_8e7414d44ab0495991cc6b3575336e5f = $(`<div id="html_8e7414d44ab0495991cc6b3575336e5f" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day</div>`)[0];
            popup_5dac19502a1e4292a92600a7381315e3.setContent(html_8e7414d44ab0495991cc6b3575336e5f);
        

        circle_marker_be492ae6f57444cc83c04c66906a950b.bindPopup(popup_5dac19502a1e4292a92600a7381315e3)
        ;

        
    
    
            var circle_marker_ffea6ad1062f46b7abc4f3c73555239f = L.circleMarker(
                [30.73784465520665, 76.78357756000598],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_fa5df5768229454aac02682d11f4d05f = L.popup({"maxWidth": "100%"});

        
            var html_8f9a94056ade4dc29ae34641fe9fb5f3 = $(`<div id="html_8f9a94056ade4dc29ae34641fe9fb5f3" style="width: 100.0%; height: 100.0%;">Sagar Ratna</div>`)[0];
            popup_fa5df5768229454aac02682d11f4d05f.setContent(html_8f9a94056ade4dc29ae34641fe9fb5f3);
        

        circle_marker_ffea6ad1062f46b7abc4f3c73555239f.bindPopup(popup_fa5df5768229454aac02682d11f4d05f)
        ;

        
    
    
            var circle_marker_02c070474d5d45f588543384cc930c72 = L.circleMarker(
                [30.72995086887028, 76.79127881291227],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b464857705a34bbc9ec55d374a81fafa = L.popup({"maxWidth": "100%"});

        
            var html_1738018f68784c8197984f7f89af2f80 = $(`<div id="html_1738018f68784c8197984f7f89af2f80" style="width: 100.0%; height: 100.0%;">cafe coffee day</div>`)[0];
            popup_b464857705a34bbc9ec55d374a81fafa.setContent(html_1738018f68784c8197984f7f89af2f80);
        

        circle_marker_02c070474d5d45f588543384cc930c72.bindPopup(popup_b464857705a34bbc9ec55d374a81fafa)
        ;

        
    
    
            var circle_marker_049591bca47f44e8b4a81ed16e9d9604 = L.circleMarker(
                [30.738183399775725, 76.78375273149028],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_01d2b7dd58d142e2b7d168253b268cad = L.popup({"maxWidth": "100%"});

        
            var html_322cc0220b47471b9a64ddb03631b723 = $(`<div id="html_322cc0220b47471b9a64ddb03631b723" style="width: 100.0%; height: 100.0%;">Sindhi Sweets</div>`)[0];
            popup_01d2b7dd58d142e2b7d168253b268cad.setContent(html_322cc0220b47471b9a64ddb03631b723);
        

        circle_marker_049591bca47f44e8b4a81ed16e9d9604.bindPopup(popup_01d2b7dd58d142e2b7d168253b268cad)
        ;

        
    
    
            var circle_marker_8c8bff8791a54e9a82c7677621a3ad0b = L.circleMarker(
                [30.728570508016094, 76.8026261102032],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_5b6632e4fbd64bd394bfd5374abba8aa = L.popup({"maxWidth": "100%"});

        
            var html_39bda61a993d437cae51a2e9b68e3754 = $(`<div id="html_39bda61a993d437cae51a2e9b68e3754" style="width: 100.0%; height: 100.0%;">Swagath</div>`)[0];
            popup_5b6632e4fbd64bd394bfd5374abba8aa.setContent(html_39bda61a993d437cae51a2e9b68e3754);
        

        circle_marker_8c8bff8791a54e9a82c7677621a3ad0b.bindPopup(popup_5b6632e4fbd64bd394bfd5374abba8aa)
        ;

        
    
    
            var circle_marker_6d3afd018eb044e38e12d9446bbb426e = L.circleMarker(
                [30.70961016937183, 76.80099964363203],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2ebff994263e4289a4b695247e805a07 = L.popup({"maxWidth": "100%"});

        
            var html_461de5d3015f49878b620ce40bd90456 = $(`<div id="html_461de5d3015f49878b620ce40bd90456" style="width: 100.0%; height: 100.0%;">City Emporium</div>`)[0];
            popup_2ebff994263e4289a4b695247e805a07.setContent(html_461de5d3015f49878b620ce40bd90456);
        

        circle_marker_6d3afd018eb044e38e12d9446bbb426e.bindPopup(popup_2ebff994263e4289a4b695247e805a07)
        ;

        
    
    
            var circle_marker_a48649b7666047118658937c0bdb2629 = L.circleMarker(
                [30.706962071247084, 76.79637284735068],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_a5cf8d51ba5748e686593a112e4b5a4d = L.popup({"maxWidth": "100%"});

        
            var html_8d8786a5c1854e76bbf9eb29d2e498ba = $(`<div id="html_8d8786a5c1854e76bbf9eb29d2e498ba" style="width: 100.0%; height: 100.0%;">PVR Cinemas</div>`)[0];
            popup_a5cf8d51ba5748e686593a112e4b5a4d.setContent(html_8d8786a5c1854e76bbf9eb29d2e498ba);
        

        circle_marker_a48649b7666047118658937c0bdb2629.bindPopup(popup_a5cf8d51ba5748e686593a112e4b5a4d)
        ;

        
    
    
            var circle_marker_ae46046cbba94016b432002b488f9ae0 = L.circleMarker(
                [30.705499516492218, 76.8031535827188],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_98d3b78b92e1474ab4aad7fc122f8283 = L.popup({"maxWidth": "100%"});

        
            var html_88ef4b10e22f4e47ac543f3271913715 = $(`<div id="html_88ef4b10e22f4e47ac543f3271913715" style="width: 100.0%; height: 100.0%;">LEMON TREE HOTEL, CHANDIGARH</div>`)[0];
            popup_98d3b78b92e1474ab4aad7fc122f8283.setContent(html_88ef4b10e22f4e47ac543f3271913715);
        

        circle_marker_ae46046cbba94016b432002b488f9ae0.bindPopup(popup_98d3b78b92e1474ab4aad7fc122f8283)
        ;

        
    
    
            var circle_marker_45fb14d4f78a47c1b4cd4112bd3bda46 = L.circleMarker(
                [30.746310578873874, 76.74351267201476],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_7299a9bb9e914c35b11b58171ee3f45c = L.popup({"maxWidth": "100%"});

        
            var html_f6884ca007b74426a85aed1b03e58f81 = $(`<div id="html_f6884ca007b74426a85aed1b03e58f81" style="width: 100.0%; height: 100.0%;">Subway</div>`)[0];
            popup_7299a9bb9e914c35b11b58171ee3f45c.setContent(html_f6884ca007b74426a85aed1b03e58f81);
        

        circle_marker_45fb14d4f78a47c1b4cd4112bd3bda46.bindPopup(popup_7299a9bb9e914c35b11b58171ee3f45c)
        ;

        
    
    
            var circle_marker_848a5e1fc4e242afb3eae9c74a0749f5 = L.circleMarker(
                [30.705909, 76.800931],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_cc15c3ead07749a9880232ba4e673e7b = L.popup({"maxWidth": "100%"});

        
            var html_758930b937d1491190302bcb8e775402 = $(`<div id="html_758930b937d1491190302bcb8e775402" style="width: 100.0%; height: 100.0%;">PVR bluO</div>`)[0];
            popup_cc15c3ead07749a9880232ba4e673e7b.setContent(html_758930b937d1491190302bcb8e775402);
        

        circle_marker_848a5e1fc4e242afb3eae9c74a0749f5.bindPopup(popup_cc15c3ead07749a9880232ba4e673e7b)
        ;

        
    
    
            var circle_marker_c62007fa960e45ecac37005097e90445 = L.circleMarker(
                [30.74477060536397, 76.74392409776128],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_ff561aeb4e7b4269bdae63924f8f7623 = L.popup({"maxWidth": "100%"});

        
            var html_e0ba908b76da49a5b0dd609ad93acb56 = $(`<div id="html_e0ba908b76da49a5b0dd609ad93acb56" style="width: 100.0%; height: 100.0%;">Books And Brew</div>`)[0];
            popup_ff561aeb4e7b4269bdae63924f8f7623.setContent(html_e0ba908b76da49a5b0dd609ad93acb56);
        

        circle_marker_c62007fa960e45ecac37005097e90445.bindPopup(popup_ff561aeb4e7b4269bdae63924f8f7623)
        ;

        
    
    
            var circle_marker_0330835db5c048f997d4b341abe17c14 = L.circleMarker(
                [30.706017399052886, 76.80089876553535],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e4d0c6efc5a7424a9c61164e594d438c = L.popup({"maxWidth": "100%"});

        
            var html_68d4dfcf07da47a28c40ece6bcc15f9e = $(`<div id="html_68d4dfcf07da47a28c40ece6bcc15f9e" style="width: 100.0%; height: 100.0%;">Chili&#39;s</div>`)[0];
            popup_e4d0c6efc5a7424a9c61164e594d438c.setContent(html_68d4dfcf07da47a28c40ece6bcc15f9e);
        

        circle_marker_0330835db5c048f997d4b341abe17c14.bindPopup(popup_e4d0c6efc5a7424a9c61164e594d438c)
        ;

        
    
    
            var circle_marker_85ec2ba94b1b4e03b8615875297e4d15 = L.circleMarker(
                [30.74454925184375, 76.78848654945008],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_24cfa846044b4ada8c91a0d9ff1c2fd5 = L.popup({"maxWidth": "100%"});

        
            var html_92479b2bf5c7404ba0bb35d4131f9c89 = $(`<div id="html_92479b2bf5c7404ba0bb35d4131f9c89" style="width: 100.0%; height: 100.0%;">The Chocolate Room</div>`)[0];
            popup_24cfa846044b4ada8c91a0d9ff1c2fd5.setContent(html_92479b2bf5c7404ba0bb35d4131f9c89);
        

        circle_marker_85ec2ba94b1b4e03b8615875297e4d15.bindPopup(popup_24cfa846044b4ada8c91a0d9ff1c2fd5)
        ;

        
    
    
            var circle_marker_9adbc495e74f4acbb1f80201c7f323dc = L.circleMarker(
                [30.754438332606036, 76.78781625208546],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_346ad2f282864a658e6d87fe221080a4 = L.popup({"maxWidth": "100%"});

        
            var html_85de853cb86f4800a8ac68e79f395490 = $(`<div id="html_85de853cb86f4800a8ac68e79f395490" style="width: 100.0%; height: 100.0%;">Bakes And Beans</div>`)[0];
            popup_346ad2f282864a658e6d87fe221080a4.setContent(html_85de853cb86f4800a8ac68e79f395490);
        

        circle_marker_9adbc495e74f4acbb1f80201c7f323dc.bindPopup(popup_346ad2f282864a658e6d87fe221080a4)
        ;

        
    
    
            var circle_marker_f364a2dbc02d46a4ac97df3de4a24df8 = L.circleMarker(
                [30.740350227275332, 76.7976514479144],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_0c7e2e3a8178446ca243901ba35985d8 = L.popup({"maxWidth": "100%"});

        
            var html_c859765164d7450daf8a74886ec197eb = $(`<div id="html_c859765164d7450daf8a74886ec197eb" style="width: 100.0%; height: 100.0%;">Arabic Infusion</div>`)[0];
            popup_0c7e2e3a8178446ca243901ba35985d8.setContent(html_c859765164d7450daf8a74886ec197eb);
        

        circle_marker_f364a2dbc02d46a4ac97df3de4a24df8.bindPopup(popup_0c7e2e3a8178446ca243901ba35985d8)
        ;

        
    
    
            var circle_marker_013705688f8a4297b99d718adb5607b9 = L.circleMarker(
                [30.73119963987053, 76.7710752122565],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_46fa8908ac9b4f1bb7ed0bafe3338837 = L.popup({"maxWidth": "100%"});

        
            var html_1961c79247ef411196335170ca1eb0a3 = $(`<div id="html_1961c79247ef411196335170ca1eb0a3" style="width: 100.0%; height: 100.0%;">Sector 22</div>`)[0];
            popup_46fa8908ac9b4f1bb7ed0bafe3338837.setContent(html_1961c79247ef411196335170ca1eb0a3);
        

        circle_marker_013705688f8a4297b99d718adb5607b9.bindPopup(popup_46fa8908ac9b4f1bb7ed0bafe3338837)
        ;

        
    
    
            var circle_marker_808eb71a8eff4c608ffc475ae4ce82b9 = L.circleMarker(
                [30.744813167381253, 76.74548524894237],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_60c6e6e507fd4b5aab1f8f981bc42704 = L.popup({"maxWidth": "100%"});

        
            var html_968d253b2d9243bb96f873c4ee7725cc = $(`<div id="html_968d253b2d9243bb96f873c4ee7725cc" style="width: 100.0%; height: 100.0%;">Domino&#39;s Pizza</div>`)[0];
            popup_60c6e6e507fd4b5aab1f8f981bc42704.setContent(html_968d253b2d9243bb96f873c4ee7725cc);
        

        circle_marker_808eb71a8eff4c608ffc475ae4ce82b9.bindPopup(popup_60c6e6e507fd4b5aab1f8f981bc42704)
        ;

        
    
    
            var circle_marker_aad533a232cd48d5b4c6bb3e0863cc34 = L.circleMarker(
                [30.72470880295986, 76.76877460774604],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_01862d19d56b403e87b3dd9647d3d470 = L.popup({"maxWidth": "100%"});

        
            var html_bc15c44335114e58b06ac817de7b3a2b = $(`<div id="html_bc15c44335114e58b06ac817de7b3a2b" style="width: 100.0%; height: 100.0%;">Domino&#39;s Pizza</div>`)[0];
            popup_01862d19d56b403e87b3dd9647d3d470.setContent(html_bc15c44335114e58b06ac817de7b3a2b);
        

        circle_marker_aad533a232cd48d5b4c6bb3e0863cc34.bindPopup(popup_01862d19d56b403e87b3dd9647d3d470)
        ;

        
    
    
            var circle_marker_bd7c49d4a8214f22825bd60756e24668 = L.circleMarker(
                [30.712763519968437, 76.8101270006755],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_3ffb9ee7a3f943d3885142feda76c348 = L.popup({"maxWidth": "100%"});

        
            var html_b926d038ed6847cfb848abf68b7a85a9 = $(`<div id="html_b926d038ed6847cfb848abf68b7a85a9" style="width: 100.0%; height: 100.0%;">Westside</div>`)[0];
            popup_3ffb9ee7a3f943d3885142feda76c348.setContent(html_b926d038ed6847cfb848abf68b7a85a9);
        

        circle_marker_bd7c49d4a8214f22825bd60756e24668.bindPopup(popup_3ffb9ee7a3f943d3885142feda76c348)
        ;

        
    
    
            var circle_marker_8664165cabbe4e0d808e016fb5ef2150 = L.circleMarker(
                [30.7056691952458, 76.80120616065274],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_3a5c22e70bfd425a8b1e016706b9075e = L.popup({"maxWidth": "100%"});

        
            var html_64010d99d9c94390a013f911716a5248 = $(`<div id="html_64010d99d9c94390a013f911716a5248" style="width: 100.0%; height: 100.0%;">KFC</div>`)[0];
            popup_3a5c22e70bfd425a8b1e016706b9075e.setContent(html_64010d99d9c94390a013f911716a5248);
        

        circle_marker_8664165cabbe4e0d808e016fb5ef2150.bindPopup(popup_3a5c22e70bfd425a8b1e016706b9075e)
        ;

        
    
    
            var circle_marker_567b7026cdef481a9199c324110750b0 = L.circleMarker(
                [30.71995691690407, 76.79090791875399],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_9840a11cc36c4e189696d0ba2ceb8e26 = L.popup({"maxWidth": "100%"});

        
            var html_7647c7fb4a34446389fde2a959f792a2 = $(`<div id="html_7647c7fb4a34446389fde2a959f792a2" style="width: 100.0%; height: 100.0%;">cafe coffee day</div>`)[0];
            popup_9840a11cc36c4e189696d0ba2ceb8e26.setContent(html_7647c7fb4a34446389fde2a959f792a2);
        

        circle_marker_567b7026cdef481a9199c324110750b0.bindPopup(popup_9840a11cc36c4e189696d0ba2ceb8e26)
        ;

        
    
    
            var circle_marker_d12ad81e8d0846bca0b12e5acb937c58 = L.circleMarker(
                [30.722522229342438, 76.76186105066807],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f03bc2d4e49f400c93de983e318c3617 = L.popup({"maxWidth": "100%"});

        
            var html_8e7ed61c89b94193b4fa4aa8a22e902d = $(`<div id="html_8e7ed61c89b94193b4fa4aa8a22e902d" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day</div>`)[0];
            popup_f03bc2d4e49f400c93de983e318c3617.setContent(html_8e7ed61c89b94193b4fa4aa8a22e902d);
        

        circle_marker_d12ad81e8d0846bca0b12e5acb937c58.bindPopup(popup_f03bc2d4e49f400c93de983e318c3617)
        ;

        
    
    
            var circle_marker_60be769319ca4b35987b3c41c254225b = L.circleMarker(
                [30.724331609164704, 76.75832314882184],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_6ba76eb8747f4c6b8f7390702ccf544e = L.popup({"maxWidth": "100%"});

        
            var html_d5cadf81c8284e4fb15f4bafa7c1303e = $(`<div id="html_d5cadf81c8284e4fb15f4bafa7c1303e" style="width: 100.0%; height: 100.0%;">Pizza Hut</div>`)[0];
            popup_6ba76eb8747f4c6b8f7390702ccf544e.setContent(html_d5cadf81c8284e4fb15f4bafa7c1303e);
        

        circle_marker_60be769319ca4b35987b3c41c254225b.bindPopup(popup_6ba76eb8747f4c6b8f7390702ccf544e)
        ;

        
    
    
            var circle_marker_2322595871164919bed973575412140c = L.circleMarker(
                [30.722044708998496, 76.7612077695673],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_3c97ed9d22d542f8b5cb0dc78783c040 = L.popup({"maxWidth": "100%"});

        
            var html_37a95e1e77b244b5a702855d1647c0c4 = $(`<div id="html_37a95e1e77b244b5a702855d1647c0c4" style="width: 100.0%; height: 100.0%;">KFC</div>`)[0];
            popup_3c97ed9d22d542f8b5cb0dc78783c040.setContent(html_37a95e1e77b244b5a702855d1647c0c4);
        

        circle_marker_2322595871164919bed973575412140c.bindPopup(popup_3c97ed9d22d542f8b5cb0dc78783c040)
        ;

        
    
    
            var circle_marker_99bef1dc7bf2488ba9d345e360f46a12 = L.circleMarker(
                [30.71609186207917, 76.80495878906963],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_b820282aab9c44f2b908048b0a497e91 = L.popup({"maxWidth": "100%"});

        
            var html_64ed9d0706ed411cba9339d0c149060b = $(`<div id="html_64ed9d0706ed411cba9339d0c149060b" style="width: 100.0%; height: 100.0%;">Deluxe Dhaba</div>`)[0];
            popup_b820282aab9c44f2b908048b0a497e91.setContent(html_64ed9d0706ed411cba9339d0c149060b);
        

        circle_marker_99bef1dc7bf2488ba9d345e360f46a12.bindPopup(popup_b820282aab9c44f2b908048b0a497e91)
        ;

        
    
    
            var circle_marker_130f720937bf40a982efc65bff00037b = L.circleMarker(
                [30.764313006932028, 76.79718949681818],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_c1970f729fd4451b8273dc2cc0fe10ef = L.popup({"maxWidth": "100%"});

        
            var html_e3252b05670649aea3e57c668a0d3cb8 = $(`<div id="html_e3252b05670649aea3e57c668a0d3cb8" style="width: 100.0%; height: 100.0%;">Chandigarh Club</div>`)[0];
            popup_c1970f729fd4451b8273dc2cc0fe10ef.setContent(html_e3252b05670649aea3e57c668a0d3cb8);
        

        circle_marker_130f720937bf40a982efc65bff00037b.bindPopup(popup_c1970f729fd4451b8273dc2cc0fe10ef)
        ;

        
    
    
            var circle_marker_514d6ead93b743ba924d783b15873856 = L.circleMarker(
                [30.705602, 76.801413],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_bd9fbf1717cf4d8a9bdc78a6eee2d4c2 = L.popup({"maxWidth": "100%"});

        
            var html_dd55d0f3c8f245969632b9dd348a2f28 = $(`<div id="html_dd55d0f3c8f245969632b9dd348a2f28" style="width: 100.0%; height: 100.0%;">Pizza Hut</div>`)[0];
            popup_bd9fbf1717cf4d8a9bdc78a6eee2d4c2.setContent(html_dd55d0f3c8f245969632b9dd348a2f28);
        

        circle_marker_514d6ead93b743ba924d783b15873856.bindPopup(popup_bd9fbf1717cf4d8a9bdc78a6eee2d4c2)
        ;

        
    
    
            var circle_marker_07726151b6d444aa92311d18e8430df7 = L.circleMarker(
                [30.73781705616423, 76.76552487148832],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_ea4f068f889941ffae4c8481ea4ef715 = L.popup({"maxWidth": "100%"});

        
            var html_ece96753dedc46d0884e6d059c124705 = $(`<div id="html_ece96753dedc46d0884e6d059c124705" style="width: 100.0%; height: 100.0%;">Sector 23</div>`)[0];
            popup_ea4f068f889941ffae4c8481ea4ef715.setContent(html_ece96753dedc46d0884e6d059c124705);
        

        circle_marker_07726151b6d444aa92311d18e8430df7.bindPopup(popup_ea4f068f889941ffae4c8481ea4ef715)
        ;

        
    
    
            var circle_marker_20783cd240b1404cad0095a0e6588654 = L.circleMarker(
                [30.747169201398215, 76.77594353175223],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_c5a8fd9983c6420d94df23e9391108f5 = L.popup({"maxWidth": "100%"});

        
            var html_f5aab4fe750d4cfc868f444917b0d945 = $(`<div id="html_f5aab4fe750d4cfc868f444917b0d945" style="width: 100.0%; height: 100.0%;">Books and Brew</div>`)[0];
            popup_c5a8fd9983c6420d94df23e9391108f5.setContent(html_f5aab4fe750d4cfc868f444917b0d945);
        

        circle_marker_20783cd240b1404cad0095a0e6588654.bindPopup(popup_c5a8fd9983c6420d94df23e9391108f5)
        ;

        
    
    
            var circle_marker_4c2399573353476aa384cd50d5f905bf = L.circleMarker(
                [30.721576349781625, 76.77171219220787],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_0237e8d4878b4e74b6680e95c468245f = L.popup({"maxWidth": "100%"});

        
            var html_921d1f682c3e42c6963eaf76c10b93bb = $(`<div id="html_921d1f682c3e42c6963eaf76c10b93bb" style="width: 100.0%; height: 100.0%;">The Toy</div>`)[0];
            popup_0237e8d4878b4e74b6680e95c468245f.setContent(html_921d1f682c3e42c6963eaf76c10b93bb);
        

        circle_marker_4c2399573353476aa384cd50d5f905bf.bindPopup(popup_0237e8d4878b4e74b6680e95c468245f)
        ;

        
    
    
            var circle_marker_745d1031c1044ced952b90ad206abf4e = L.circleMarker(
                [30.7049235089247, 76.8009498251556],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_c14e3383dd9743feacb6ea7fa15f92f7 = L.popup({"maxWidth": "100%"});

        
            var html_12ad22db0f0e40989659dcd49f5e2312 = $(`<div id="html_12ad22db0f0e40989659dcd49f5e2312" style="width: 100.0%; height: 100.0%;">Mocha</div>`)[0];
            popup_c14e3383dd9743feacb6ea7fa15f92f7.setContent(html_12ad22db0f0e40989659dcd49f5e2312);
        

        circle_marker_745d1031c1044ced952b90ad206abf4e.bindPopup(popup_c14e3383dd9743feacb6ea7fa15f92f7)
        ;

        
    
    
            var circle_marker_492d6a587d9348c492c695204aabe4e4 = L.circleMarker(
                [30.706994469206915, 76.79635572704053],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_e5d06e878a9a404384adcfb5a990d299 = L.popup({"maxWidth": "100%"});

        
            var html_c5983f56dcc4425fa4e1b0dc7898b0eb = $(`<div id="html_c5983f56dcc4425fa4e1b0dc7898b0eb" style="width: 100.0%; height: 100.0%;">Café Coffee Day</div>`)[0];
            popup_e5d06e878a9a404384adcfb5a990d299.setContent(html_c5983f56dcc4425fa4e1b0dc7898b0eb);
        

        circle_marker_492d6a587d9348c492c695204aabe4e4.bindPopup(popup_e5d06e878a9a404384adcfb5a990d299)
        ;

        
    
    
            var circle_marker_6b62d97b71ab4a279789611a0f43c8ad = L.circleMarker(
                [30.745973814135635, 76.76762691328742],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d6756a7fd04b45529a0304918cdcaebc = L.popup({"maxWidth": "100%"});

        
            var html_2b226bb08b6a41c991410713e97a9f15 = $(`<div id="html_2b226bb08b6a41c991410713e97a9f15" style="width: 100.0%; height: 100.0%;">Park View Hotel</div>`)[0];
            popup_d6756a7fd04b45529a0304918cdcaebc.setContent(html_2b226bb08b6a41c991410713e97a9f15);
        

        circle_marker_6b62d97b71ab4a279789611a0f43c8ad.bindPopup(popup_d6756a7fd04b45529a0304918cdcaebc)
        ;

        
    
    
            var circle_marker_35bfff04ac9a44faaf331d5b204f38f7 = L.circleMarker(
                [30.722417455881942, 76.76143380285095],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_d11dd4756422445ea6313986eb40d5c3 = L.popup({"maxWidth": "100%"});

        
            var html_09d9344e690542dc94ebb2703b73a8a8 = $(`<div id="html_09d9344e690542dc94ebb2703b73a8a8" style="width: 100.0%; height: 100.0%;">Sagar Ratna</div>`)[0];
            popup_d11dd4756422445ea6313986eb40d5c3.setContent(html_09d9344e690542dc94ebb2703b73a8a8);
        

        circle_marker_35bfff04ac9a44faaf331d5b204f38f7.bindPopup(popup_d11dd4756422445ea6313986eb40d5c3)
        ;

        
    
    
            var circle_marker_83311f1f80ad48d8b76c80985ade4881 = L.circleMarker(
                [30.74198065007741, 76.74394219863706],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_f9f7ff08b73d4271b995220f7984c704 = L.popup({"maxWidth": "100%"});

        
            var html_a9437fa8f48146d681dccb6a4caa40ef = $(`<div id="html_a9437fa8f48146d681dccb6a4caa40ef" style="width: 100.0%; height: 100.0%;">Sector-38</div>`)[0];
            popup_f9f7ff08b73d4271b995220f7984c704.setContent(html_a9437fa8f48146d681dccb6a4caa40ef);
        

        circle_marker_83311f1f80ad48d8b76c80985ade4881.bindPopup(popup_f9f7ff08b73d4271b995220f7984c704)
        ;

        
    
    
            var circle_marker_5db00172fbee447795a0023a7967dec7 = L.circleMarker(
                [30.709584812740705, 76.80092247944113],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2033d93aa5a140e0acc2feabbccb30d5 = L.popup({"maxWidth": "100%"});

        
            var html_6bbf75c2449d4b80a3f7f5ddda18f82e = $(`<div id="html_6bbf75c2449d4b80a3f7f5ddda18f82e" style="width: 100.0%; height: 100.0%;">Wave Cinemas</div>`)[0];
            popup_2033d93aa5a140e0acc2feabbccb30d5.setContent(html_6bbf75c2449d4b80a3f7f5ddda18f82e);
        

        circle_marker_5db00172fbee447795a0023a7967dec7.bindPopup(popup_2033d93aa5a140e0acc2feabbccb30d5)
        ;

        
    
    
            var circle_marker_5ad1587c88694a3389d985e3de5ba5d7 = L.circleMarker(
                [30.717159601960983, 76.77697825893718],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_8b40289001304758a1bcf232587b9792 = L.popup({"maxWidth": "100%"});

        
            var html_c4e538e870104f44955b772081e3fcaa = $(`<div id="html_c4e538e870104f44955b772081e3fcaa" style="width: 100.0%; height: 100.0%;">Rolls</div>`)[0];
            popup_8b40289001304758a1bcf232587b9792.setContent(html_c4e538e870104f44955b772081e3fcaa);
        

        circle_marker_5ad1587c88694a3389d985e3de5ba5d7.bindPopup(popup_8b40289001304758a1bcf232587b9792)
        ;

        
    
    
            var circle_marker_ea7dfb1c3dbb4d6a8af1bce1f0f0b090 = L.circleMarker(
                [30.721048472451162, 76.75949828586258],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_07b8973af7ce451bb0bca418f94f5ec1 = L.popup({"maxWidth": "100%"});

        
            var html_13acd4620a474bb89c87ee8ab26b02d0 = $(`<div id="html_13acd4620a474bb89c87ee8ab26b02d0" style="width: 100.0%; height: 100.0%;">McDonald&#39;s</div>`)[0];
            popup_07b8973af7ce451bb0bca418f94f5ec1.setContent(html_13acd4620a474bb89c87ee8ab26b02d0);
        

        circle_marker_ea7dfb1c3dbb4d6a8af1bce1f0f0b090.bindPopup(popup_07b8973af7ce451bb0bca418f94f5ec1)
        ;

        
    
    
            var circle_marker_d5a5339a43cb469fa65e9fbdcfeb0843 = L.circleMarker(
                [30.717010398354017, 76.76762670462143],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_afe826633cdb403bb9a91beb73d08d37 = L.popup({"maxWidth": "100%"});

        
            var html_9c2b10b9c01544e583194e18fef8b36a = $(`<div id="html_9c2b10b9c01544e583194e18fef8b36a" style="width: 100.0%; height: 100.0%;">SOYA EXPRESS - CHANDIGARH</div>`)[0];
            popup_afe826633cdb403bb9a91beb73d08d37.setContent(html_9c2b10b9c01544e583194e18fef8b36a);
        

        circle_marker_d5a5339a43cb469fa65e9fbdcfeb0843.bindPopup(popup_afe826633cdb403bb9a91beb73d08d37)
        ;

        
    
    
            var circle_marker_f0e8819ec6a04563800ad36726cdeada = L.circleMarker(
                [30.7069242869718, 76.79656980363464],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_2df8c89da1754e1ea405b65c706660d1 = L.popup({"maxWidth": "100%"});

        
            var html_7d8a769b22a64af0803a640820c7e705 = $(`<div id="html_7d8a769b22a64af0803a640820c7e705" style="width: 100.0%; height: 100.0%;">Centra Mall</div>`)[0];
            popup_2df8c89da1754e1ea405b65c706660d1.setContent(html_7d8a769b22a64af0803a640820c7e705);
        

        circle_marker_f0e8819ec6a04563800ad36726cdeada.bindPopup(popup_2df8c89da1754e1ea405b65c706660d1)
        ;

        
    
    
            var circle_marker_0fd4666340c6412c877ba7e3e45e512b = L.circleMarker(
                [30.715094375771066, 76.75163385402786],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_eb1aa5965ed749ebbb1800ae8323c9b9 = L.popup({"maxWidth": "100%"});

        
            var html_ee66945cb6e64a8b93837b0d11a2993c = $(`<div id="html_ee66945cb6e64a8b93837b0d11a2993c" style="width: 100.0%; height: 100.0%;">Sector 44 Market</div>`)[0];
            popup_eb1aa5965ed749ebbb1800ae8323c9b9.setContent(html_ee66945cb6e64a8b93837b0d11a2993c);
        

        circle_marker_0fd4666340c6412c877ba7e3e45e512b.bindPopup(popup_eb1aa5965ed749ebbb1800ae8323c9b9)
        ;

        
    
    
            var circle_marker_1b1930390ffb417cbb8a189fb170a6bd = L.circleMarker(
                [30.7662135211774, 76.7834478286043],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_31f66a9463014226bda0068a0f648271 = L.popup({"maxWidth": "100%"});

        
            var html_51001e7d566b4b1f9d489f4cc602bacd = $(`<div id="html_51001e7d566b4b1f9d489f4cc602bacd" style="width: 100.0%; height: 100.0%;">PEC Market</div>`)[0];
            popup_31f66a9463014226bda0068a0f648271.setContent(html_51001e7d566b4b1f9d489f4cc602bacd);
        

        circle_marker_1b1930390ffb417cbb8a189fb170a6bd.bindPopup(popup_31f66a9463014226bda0068a0f648271)
        ;

        
    
    
            var circle_marker_ada3822877f9412f91950b5513f76858 = L.circleMarker(
                [30.705223, 76.80159],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_13d33376dc534d3190763cd0e836a125 = L.popup({"maxWidth": "100%"});

        
            var html_37de3d24d431413fb99cc34d8f227c92 = $(`<div id="html_37de3d24d431413fb99cc34d8f227c92" style="width: 100.0%; height: 100.0%;">Cinnabon</div>`)[0];
            popup_13d33376dc534d3190763cd0e836a125.setContent(html_37de3d24d431413fb99cc34d8f227c92);
        

        circle_marker_ada3822877f9412f91950b5513f76858.bindPopup(popup_13d33376dc534d3190763cd0e836a125)
        ;

        
    
    
            var circle_marker_ab54b231571f45b4b04edc46f211fb94 = L.circleMarker(
                [30.70579007345759, 76.80300319553554],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_a09dd7e0909e47349022005c54e9a463);
        
    
        var popup_773e61767fdc470ab8f1016b14465533 = L.popup({"maxWidth": "100%"});

        
            var html_120724e4f4cb4978be8ca4eb9a75a3bb = $(`<div id="html_120724e4f4cb4978be8ca4eb9a75a3bb" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree</div>`)[0];
            popup_773e61767fdc470ab8f1016b14465533.setContent(html_120724e4f4cb4978be8ca4eb9a75a3bb);
        

        circle_marker_ab54b231571f45b4b04edc46f211fb94.bindPopup(popup_773e61767fdc470ab8f1016b14465533)
        ;

        
    
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x1122f05f8>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "\n",
    "for name, latitude, longitude in zip(foursquare_venues['name'], foursquare_venues['lat'], foursquare_venues['lng']):\n",
    "    label = '{}'.format(name)\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    folium.CircleMarker(\n",
    "        [latitude, longitude],\n",
    "        radius = 5,\n",
    "        popup = label,\n",
    "        color = 'green',\n",
    "        fill = True,\n",
    "        fill_color = '#3186cc',\n",
    "        fill_opacity = 0.7,\n",
    "        parse_html = False).add_to(chandigarh_map)  \n",
    "\n",
    "chandigarh_map.save(\"maps/Venues by Foursquare.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the map, we can infer that there are clusters of venues around **Sector 35**, **Sector 17** and **Elante Mall**. We can also plot the category count and see the major type of venues that exist."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will also plot the Zomato data on the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!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@1.4.0/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@1.4.0/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_8ed06ffecb584f4aa8943925b40d3d38 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_8ed06ffecb584f4aa8943925b40d3d38" ></div>
        
</body>
<script>    
    
            var map_8ed06ffecb584f4aa8943925b40d3d38 = L.map(
                "map_8ed06ffecb584f4aa8943925b40d3d38",
                {
                    center: [30.7333, 76.7794],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_940a20a592a74490b13205ab27c95fdb = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "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_8ed06ffecb584f4aa8943925b40d3d38);
        
    
            var circle_marker_843ecf5a3e9a4474b69c1b092fe50105 = L.circleMarker(
                [30.7298407679, 76.773198545],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c7fe5b276eb8446196bbd510bf5a4675 = L.popup({"maxWidth": "100%"});

        
            var html_65578696b0eb427e9e7dd0aa7364fe19 = $(`<div id="html_65578696b0eb427e9e7dd0aa7364fe19" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Aquamarine, Sector 22C, Near Sector 22, Chandigarh</div>`)[0];
            popup_c7fe5b276eb8446196bbd510bf5a4675.setContent(html_65578696b0eb427e9e7dd0aa7364fe19);
        

        circle_marker_843ecf5a3e9a4474b69c1b092fe50105.bindPopup(popup_c7fe5b276eb8446196bbd510bf5a4675)
        ;

        
    
    
            var circle_marker_718d269874264df780f81a7474e434d0 = L.circleMarker(
                [0.0, 0.0],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_f3c5c075a08b4699ad0fc35b43cd1637 = L.popup({"maxWidth": "100%"});

        
            var html_b84c9ebb98ae47fdaa5aa380cd350857 = $(`<div id="html_b84c9ebb98ae47fdaa5aa380cd350857" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, None</div>`)[0];
            popup_f3c5c075a08b4699ad0fc35b43cd1637.setContent(html_b84c9ebb98ae47fdaa5aa380cd350857);
        

        circle_marker_718d269874264df780f81a7474e434d0.bindPopup(popup_f3c5c075a08b4699ad0fc35b43cd1637)
        ;

        
    
    
            var circle_marker_f4f1238d92c746258b2506562f3f1d0d = L.circleMarker(
                [30.7398165395, 76.781604588],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ba67191b038948d993f88924c066efb9 = L.popup({"maxWidth": "100%"});

        
            var html_232bfd815f7f4ed8acf2276dab8b7f3c = $(`<div id="html_232bfd815f7f4ed8acf2276dab8b7f3c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 68 &amp; 69, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_ba67191b038948d993f88924c066efb9.setContent(html_232bfd815f7f4ed8acf2276dab8b7f3c);
        

        circle_marker_f4f1238d92c746258b2506562f3f1d0d.bindPopup(popup_ba67191b038948d993f88924c066efb9)
        ;

        
    
    
            var circle_marker_25ecfa7526ec4586881a534d39b96ea3 = L.circleMarker(
                [30.7301523102, 76.7735237628],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ddce3ec87f964b69958156b5d35022d0 = L.popup({"maxWidth": "100%"});

        
            var html_c3e0ae7487e54c34a7c20ff1240235d9 = $(`<div id="html_c3e0ae7487e54c34a7c20ff1240235d9" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Aroma Complex, Himalaya Marg, Sector 22 C, Sector 22, Chandigarh</div>`)[0];
            popup_ddce3ec87f964b69958156b5d35022d0.setContent(html_c3e0ae7487e54c34a7c20ff1240235d9);
        

        circle_marker_25ecfa7526ec4586881a534d39b96ea3.bindPopup(popup_ddce3ec87f964b69958156b5d35022d0)
        ;

        
    
    
            var circle_marker_9848bd2be23842458aae7039f8f2699d = L.circleMarker(
                [30.7259269494, 76.7669714615],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_224fb03309db4f5d96e6b470945f4e33 = L.popup({"maxWidth": "100%"});

        
            var html_d0a68200caa3490ea8302c737a0200b8 = $(`<div id="html_d0a68200caa3490ea8302c737a0200b8" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 301-302, Sector 35, Chandigarh</div>`)[0];
            popup_224fb03309db4f5d96e6b470945f4e33.setContent(html_d0a68200caa3490ea8302c737a0200b8);
        

        circle_marker_9848bd2be23842458aae7039f8f2699d.bindPopup(popup_224fb03309db4f5d96e6b470945f4e33)
        ;

        
    
    
            var circle_marker_e2844eb3f63b49fdb94482e6f467a348 = L.circleMarker(
                [30.7250813362, 76.7652866989],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_b3f96e82349e4fed9b00d0d823515c44 = L.popup({"maxWidth": "100%"});

        
            var html_f59f19ca8acc4deea9b46091d8ec8032 = $(`<div id="html_f59f19ca8acc4deea9b46091d8ec8032" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 329-332, Sector 35 B, Sector 35, Chandigarh</div>`)[0];
            popup_b3f96e82349e4fed9b00d0d823515c44.setContent(html_f59f19ca8acc4deea9b46091d8ec8032);
        

        circle_marker_e2844eb3f63b49fdb94482e6f467a348.bindPopup(popup_b3f96e82349e4fed9b00d0d823515c44)
        ;

        
    
    
            var circle_marker_16a0ac25342343b7bc53c3c0fc2c10b7 = L.circleMarker(
                [30.7242662664, 76.764446497],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_fa4ad62a15e347669d63e92ada7621f8 = L.popup({"maxWidth": "100%"});

        
            var html_f6d7c494d5644367b6ff32cb76960fb8 = $(`<div id="html_f6d7c494d5644367b6ff32cb76960fb8" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Sco 351-352, Sector 35, Chandigarh</div>`)[0];
            popup_fa4ad62a15e347669d63e92ada7621f8.setContent(html_f6d7c494d5644367b6ff32cb76960fb8);
        

        circle_marker_16a0ac25342343b7bc53c3c0fc2c10b7.bindPopup(popup_fa4ad62a15e347669d63e92ada7621f8)
        ;

        
    
    
            var circle_marker_68f42944171c4b75b9558fc0e5c25e87 = L.circleMarker(
                [30.7389459772, 76.7846941575],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_748f7a7d890c40e0a3b5a48637976aaa = L.popup({"maxWidth": "100%"});

        
            var html_817b72d50ffc4984a9df77f6895178ca = $(`<div id="html_817b72d50ffc4984a9df77f6895178ca" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 189-191, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_748f7a7d890c40e0a3b5a48637976aaa.setContent(html_817b72d50ffc4984a9df77f6895178ca);
        

        circle_marker_68f42944171c4b75b9558fc0e5c25e87.bindPopup(popup_748f7a7d890c40e0a3b5a48637976aaa)
        ;

        
    
    
            var circle_marker_4fcc35373fe04996b81bcb4afc4baaac = L.circleMarker(
                [30.7474705781, 76.7932903022],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c9ae418e35d4419a8941edf9be9c2d44 = L.popup({"maxWidth": "100%"});

        
            var html_2fbf9ced19834586be8cee0d804e8562 = $(`<div id="html_2fbf9ced19834586be8cee0d804e8562" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCF 16, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_c9ae418e35d4419a8941edf9be9c2d44.setContent(html_2fbf9ced19834586be8cee0d804e8562);
        

        circle_marker_4fcc35373fe04996b81bcb4afc4baaac.bindPopup(popup_c9ae418e35d4419a8941edf9be9c2d44)
        ;

        
    
    
            var circle_marker_f8487f5fbf2843799ff37a709fe05aa9 = L.circleMarker(
                [30.7405378235, 76.7815506086],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ed82546ee676448cbce98876eb290180 = L.popup({"maxWidth": "100%"});

        
            var html_0fbacfee0cb044588799b4b2b7f330a1 = $(`<div id="html_0fbacfee0cb044588799b4b2b7f330a1" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 87, Sector 17, Chandigarh</div>`)[0];
            popup_ed82546ee676448cbce98876eb290180.setContent(html_0fbacfee0cb044588799b4b2b7f330a1);
        

        circle_marker_f8487f5fbf2843799ff37a709fe05aa9.bindPopup(popup_ed82546ee676448cbce98876eb290180)
        ;

        
    
    
            var circle_marker_285c36fa1274463d82883c3fb7766458 = L.circleMarker(
                [30.7408268544, 76.782245636],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c2a6771ac8884ddab534e980178b536c = L.popup({"maxWidth": "100%"});

        
            var html_86c8bac450dd41ab943bf952a4de0f96 = $(`<div id="html_86c8bac450dd41ab943bf952a4de0f96" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</div>`)[0];
            popup_c2a6771ac8884ddab534e980178b536c.setContent(html_86c8bac450dd41ab943bf952a4de0f96);
        

        circle_marker_285c36fa1274463d82883c3fb7766458.bindPopup(popup_c2a6771ac8884ddab534e980178b536c)
        ;

        
    
    
            var circle_marker_020b8d0b11894cc3aa14ec8d785984f9 = L.circleMarker(
                [30.7215725675, 76.7601308227],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_7cf930cac2b141fda73a387eebf851c7 = L.popup({"maxWidth": "100%"});

        
            var html_38bf784e469d4b249bc6e745df188e91 = $(`<div id="html_38bf784e469d4b249bc6e745df188e91" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_7cf930cac2b141fda73a387eebf851c7.setContent(html_38bf784e469d4b249bc6e745df188e91);
        

        circle_marker_020b8d0b11894cc3aa14ec8d785984f9.bindPopup(popup_7cf930cac2b141fda73a387eebf851c7)
        ;

        
    
    
            var circle_marker_4ecf3f5d35c74ce0a38d7ef16f5b6445 = L.circleMarker(
                [30.7095, 76.801],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2e2dc0959ace4be69118089b5f94049a = L.popup({"maxWidth": "100%"});

        
            var html_bc2a8d0a06d44917b9110d78670bb908 = $(`<div id="html_bc2a8d0a06d44917b9110d78670bb908" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Plot No 143/A, Ground Floor, City Emporium Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_2e2dc0959ace4be69118089b5f94049a.setContent(html_bc2a8d0a06d44917b9110d78670bb908);
        

        circle_marker_4ecf3f5d35c74ce0a38d7ef16f5b6445.bindPopup(popup_2e2dc0959ace4be69118089b5f94049a)
        ;

        
    
    
            var circle_marker_1ef1d5cb3b3545ed9902ff90fb83f440 = L.circleMarker(
                [30.7315036603, 76.754992716],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_8f28dc3af1c44487ae0b7c22cbf453fb = L.popup({"maxWidth": "100%"});

        
            var html_62ef09a3c3014b019b14e4c6e480f29a = $(`<div id="html_62ef09a3c3014b019b14e4c6e480f29a" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Near Fragrance Garden, Opposite Daria Park, Sector 36- B, Near Sector 36, Chandigarh</div>`)[0];
            popup_8f28dc3af1c44487ae0b7c22cbf453fb.setContent(html_62ef09a3c3014b019b14e4c6e480f29a);
        

        circle_marker_1ef1d5cb3b3545ed9902ff90fb83f440.bindPopup(popup_8f28dc3af1c44487ae0b7c22cbf453fb)
        ;

        
    
    
            var circle_marker_abe780e2d8f540b19458e15da0c58da5 = L.circleMarker(
                [30.7690955255, 76.7916729301],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_dd61e48a4aff493d8aa2795b40a4eae0 = L.popup({"maxWidth": "100%"});

        
            var html_eb20f4e4a18643ecb0081e54fd7d7ed8 = $(`<div id="html_eb20f4e4a18643ecb0081e54fd7d7ed8" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 2, Adarsh Nagar, Nayagaon District, Nayagaon, Chandigarh</div>`)[0];
            popup_dd61e48a4aff493d8aa2795b40a4eae0.setContent(html_eb20f4e4a18643ecb0081e54fd7d7ed8);
        

        circle_marker_abe780e2d8f540b19458e15da0c58da5.bindPopup(popup_dd61e48a4aff493d8aa2795b40a4eae0)
        ;

        
    
    
            var circle_marker_8ca568d2dbdb4581b78281922da7932a = L.circleMarker(
                [30.7397877226, 76.781129837],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_f61c926f8717497ea28a42b535d8bfde = L.popup({"maxWidth": "100%"});

        
            var html_9bd559023ec64afab663ad2ad2fe329c = $(`<div id="html_9bd559023ec64afab663ad2ad2fe329c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Ground Floor, Near Neelam Theater, Sector 17, Chandigarh</div>`)[0];
            popup_f61c926f8717497ea28a42b535d8bfde.setContent(html_9bd559023ec64afab663ad2ad2fe329c);
        

        circle_marker_8ca568d2dbdb4581b78281922da7932a.bindPopup(popup_f61c926f8717497ea28a42b535d8bfde)
        ;

        
    
    
            var circle_marker_ace6b185e85c4ddc8a2f0740de2d944b = L.circleMarker(
                [30.7255663974, 76.8052499369],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ded0627f4cd8472ba5b03835db29dee0 = L.popup({"maxWidth": "100%"});

        
            var html_22165599f45a41adbe648676143eaae9 = $(`<div id="html_22165599f45a41adbe648676143eaae9" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 40, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_ded0627f4cd8472ba5b03835db29dee0.setContent(html_22165599f45a41adbe648676143eaae9);
        

        circle_marker_ace6b185e85c4ddc8a2f0740de2d944b.bindPopup(popup_ded0627f4cd8472ba5b03835db29dee0)
        ;

        
    
    
            var circle_marker_d5859453f732472dabde40cf421b17b1 = L.circleMarker(
                [30.7480137319, 76.7932564393],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_0c959c006dc741dc93e0c4c89a399e33 = L.popup({"maxWidth": "100%"});

        
            var html_dcc0c645f18a40c08f7a4da39912142f = $(`<div id="html_dcc0c645f18a40c08f7a4da39912142f" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 31-34, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_0c959c006dc741dc93e0c4c89a399e33.setContent(html_dcc0c645f18a40c08f7a4da39912142f);
        

        circle_marker_d5859453f732472dabde40cf421b17b1.bindPopup(popup_0c959c006dc741dc93e0c4c89a399e33)
        ;

        
    
    
            var circle_marker_933d5193c2e747ff9b413d03b62c812f = L.circleMarker(
                [30.719360427, 76.8016789109],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_1786d804e49548faa65cfee0e11bd08a = L.popup({"maxWidth": "100%"});

        
            var html_be63938d1594481895835ca155a20691 = $(`<div id="html_be63938d1594481895835ca155a20691" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 165-166, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_1786d804e49548faa65cfee0e11bd08a.setContent(html_be63938d1594481895835ca155a20691);
        

        circle_marker_933d5193c2e747ff9b413d03b62c812f.bindPopup(popup_1786d804e49548faa65cfee0e11bd08a)
        ;

        
    
    
            var circle_marker_1b4cba76cdc74acab28f5df73fc446e5 = L.circleMarker(
                [30.7107497453, 76.7727120593],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_82d076433f344f8db2ebc6fe27e759c5 = L.popup({"maxWidth": "100%"});

        
            var html_159c6b1eb72d4b9993764dff17828523 = $(`<div id="html_159c6b1eb72d4b9993764dff17828523" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 407, Sector 32, Chandigarh</div>`)[0];
            popup_82d076433f344f8db2ebc6fe27e759c5.setContent(html_159c6b1eb72d4b9993764dff17828523);
        

        circle_marker_1b4cba76cdc74acab28f5df73fc446e5.bindPopup(popup_82d076433f344f8db2ebc6fe27e759c5)
        ;

        
    
    
            var circle_marker_5441b6c8fbb8438a8b4763f31df2da4b = L.circleMarker(
                [30.7402980685, 76.7806446925],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_89957724dd8846fe88678c3cee32fa7b = L.popup({"maxWidth": "100%"});

        
            var html_8d088e5c0bae4ce1be6edcaed7c97a36 = $(`<div id="html_8d088e5c0bae4ce1be6edcaed7c97a36" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 12, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_89957724dd8846fe88678c3cee32fa7b.setContent(html_8d088e5c0bae4ce1be6edcaed7c97a36);
        

        circle_marker_5441b6c8fbb8438a8b4763f31df2da4b.bindPopup(popup_89957724dd8846fe88678c3cee32fa7b)
        ;

        
    
    
            var circle_marker_fd8111d4146b4a4e9526aa45adca5cf4 = L.circleMarker(
                [0.0, 0.0],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_d2407d3471d64afa8706fdc5ebdb2442 = L.popup({"maxWidth": "100%"});

        
            var html_9e8d7ee0647a491d87b38a042cb989f2 = $(`<div id="html_9e8d7ee0647a491d87b38a042cb989f2" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, None</div>`)[0];
            popup_d2407d3471d64afa8706fdc5ebdb2442.setContent(html_9e8d7ee0647a491d87b38a042cb989f2);
        

        circle_marker_fd8111d4146b4a4e9526aa45adca5cf4.bindPopup(popup_d2407d3471d64afa8706fdc5ebdb2442)
        ;

        
    
    
            var circle_marker_96a667c4bb784934a9783a592430a6e4 = L.circleMarker(
                [30.7342233066, 76.7533662915],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_63b10f5157a7489785484b9020667302 = L.popup({"maxWidth": "100%"});

        
            var html_5b2ed3f5fb644da4b29225e3f71d71e6 = $(`<div id="html_5b2ed3f5fb644da4b29225e3f71d71e6" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 158, Sector 36, Chandigarh</div>`)[0];
            popup_63b10f5157a7489785484b9020667302.setContent(html_5b2ed3f5fb644da4b29225e3f71d71e6);
        

        circle_marker_96a667c4bb784934a9783a592430a6e4.bindPopup(popup_63b10f5157a7489785484b9020667302)
        ;

        
    
    
            var circle_marker_2693abaa894e419a9c6464e93c7cfd8e = L.circleMarker(
                [30.7622020692, 76.7697837576],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_509191f641d6435196649dcc69634005 = L.popup({"maxWidth": "100%"});

        
            var html_23cbb4b7e6264b419adde47a9bc8fb7e = $(`<div id="html_23cbb4b7e6264b419adde47a9bc8fb7e" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Inner Punjab University, Near Student Centre, Sector 14, Chandigarh</div>`)[0];
            popup_509191f641d6435196649dcc69634005.setContent(html_23cbb4b7e6264b419adde47a9bc8fb7e);
        

        circle_marker_2693abaa894e419a9c6464e93c7cfd8e.bindPopup(popup_509191f641d6435196649dcc69634005)
        ;

        
    
    
            var circle_marker_67fe74ff961242749e7fb47d431cbc96 = L.circleMarker(
                [30.7527777935, 76.771305576],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ef619b460904490cb5f3751b51167b2e = L.popup({"maxWidth": "100%"});

        
            var html_b1a7e379daea4557aa02f85b666149ee = $(`<div id="html_b1a7e379daea4557aa02f85b666149ee" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 363, Sector 15 D, Sector 15, Chandigarh</div>`)[0];
            popup_ef619b460904490cb5f3751b51167b2e.setContent(html_b1a7e379daea4557aa02f85b666149ee);
        

        circle_marker_67fe74ff961242749e7fb47d431cbc96.bindPopup(popup_ef619b460904490cb5f3751b51167b2e)
        ;

        
    
    
            var circle_marker_732601d5e1774f788a8fba8d131c8bde = L.circleMarker(
                [30.7196561506, 76.8379095197],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ae6050df83df403b9f8398ff8927ddd2 = L.popup({"maxWidth": "100%"});

        
            var html_a47c423425774e2b8d2360ef66dbd15b = $(`<div id="html_a47c423425774e2b8d2360ef66dbd15b" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 1990, Opposite Shivalik Garden, Old Ropar Road, Manimajra, Chandigarh</div>`)[0];
            popup_ae6050df83df403b9f8398ff8927ddd2.setContent(html_a47c423425774e2b8d2360ef66dbd15b);
        

        circle_marker_732601d5e1774f788a8fba8d131c8bde.bindPopup(popup_ae6050df83df403b9f8398ff8927ddd2)
        ;

        
    
    
            var circle_marker_d0ef0bdeb02e4fb6878d0ee48c514853 = L.circleMarker(
                [30.7057714389, 76.8012001365],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_089f85759d624037b5e35613440100a4 = L.popup({"maxWidth": "100%"});

        
            var html_d0f029cedb39425597edd1a11e942731 = $(`<div id="html_d0f029cedb39425597edd1a11e942731" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 320, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_089f85759d624037b5e35613440100a4.setContent(html_d0f029cedb39425597edd1a11e942731);
        

        circle_marker_d0ef0bdeb02e4fb6878d0ee48c514853.bindPopup(popup_089f85759d624037b5e35613440100a4)
        ;

        
    
    
            var circle_marker_7ecbd6d8b2a54439aed5262d566719f1 = L.circleMarker(
                [30.7548672906, 76.7876640335],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_75f0ff82fbeb4b398a065a6f5752ae54 = L.popup({"maxWidth": "100%"});

        
            var html_2b15ec02aff24298a4263847cbe9bbd4 = $(`<div id="html_2b15ec02aff24298a4263847cbe9bbd4" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</div>`)[0];
            popup_75f0ff82fbeb4b398a065a6f5752ae54.setContent(html_2b15ec02aff24298a4263847cbe9bbd4);
        

        circle_marker_7ecbd6d8b2a54439aed5262d566719f1.bindPopup(popup_75f0ff82fbeb4b398a065a6f5752ae54)
        ;

        
    
    
            var circle_marker_305dcb7b115e4ac8ae8f68894e888de0 = L.circleMarker(
                [30.7410083987, 76.7973907292],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_5a1dbcced2664591b5f625cd5a3a3a9f = L.popup({"maxWidth": "100%"});

        
            var html_d3077d9e0e8141f6bda5c7d67af6bd49 = $(`<div id="html_d3077d9e0e8141f6bda5c7d67af6bd49" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 20 &amp; 21, Inner Market, Sector 8 B, Sector 8, Chandigarh</div>`)[0];
            popup_5a1dbcced2664591b5f625cd5a3a3a9f.setContent(html_d3077d9e0e8141f6bda5c7d67af6bd49);
        

        circle_marker_305dcb7b115e4ac8ae8f68894e888de0.bindPopup(popup_5a1dbcced2664591b5f625cd5a3a3a9f)
        ;

        
    
    
            var circle_marker_b8eb431ddcc3424590c2718b0ba2eae9 = L.circleMarker(
                [30.7547059411, 76.7872784659],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2d146258128746d28be0cc4e8ffae1f1 = L.popup({"maxWidth": "100%"});

        
            var html_9e9e22afd0e74c3da9e253f5450b837a = $(`<div id="html_9e9e22afd0e74c3da9e253f5450b837a" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Coal Depot, Backide Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_2d146258128746d28be0cc4e8ffae1f1.setContent(html_9e9e22afd0e74c3da9e253f5450b837a);
        

        circle_marker_b8eb431ddcc3424590c2718b0ba2eae9.bindPopup(popup_2d146258128746d28be0cc4e8ffae1f1)
        ;

        
    
    
            var circle_marker_a0405d1d4ffc470b81cda4b885401bff = L.circleMarker(
                [30.7208401889, 76.7589835078],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c489d5f986db45e99de87ea8b673bd28 = L.popup({"maxWidth": "100%"});

        
            var html_578ba15e7a7d49d3a6b37793312f4b4d = $(`<div id="html_578ba15e7a7d49d3a6b37793312f4b4d" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 467, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_c489d5f986db45e99de87ea8b673bd28.setContent(html_578ba15e7a7d49d3a6b37793312f4b4d);
        

        circle_marker_a0405d1d4ffc470b81cda4b885401bff.bindPopup(popup_c489d5f986db45e99de87ea8b673bd28)
        ;

        
    
    
            var circle_marker_950d9c54bd464eca80a2fdab03f65a89 = L.circleMarker(
                [30.7348403101, 76.7976532504],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_84ccc87541c245b7a862cbca4630e61c = L.popup({"maxWidth": "100%"});

        
            var html_b5f8a87ea63a43f88ffc43717aa56149 = $(`<div id="html_b5f8a87ea63a43f88ffc43717aa56149" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 1A, Backside, Madhya Marg, Sector 7C, Sector 7, Chandigarh</div>`)[0];
            popup_84ccc87541c245b7a862cbca4630e61c.setContent(html_b5f8a87ea63a43f88ffc43717aa56149);
        

        circle_marker_950d9c54bd464eca80a2fdab03f65a89.bindPopup(popup_84ccc87541c245b7a862cbca4630e61c)
        ;

        
    
    
            var circle_marker_2856a47ae03a490182403c14255ac539 = L.circleMarker(
                [30.7302203249, 76.7734945938],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_032cb0404039486e9eb4d5dbade6194d = L.popup({"maxWidth": "100%"});

        
            var html_fbe1d0a3ff934f45bb41f67356f8be48 = $(`<div id="html_fbe1d0a3ff934f45bb41f67356f8be48" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Aroma Complex, Himalaya Marg, Sector 22 C, Sector 22, Chandigarh</div>`)[0];
            popup_032cb0404039486e9eb4d5dbade6194d.setContent(html_fbe1d0a3ff934f45bb41f67356f8be48);
        

        circle_marker_2856a47ae03a490182403c14255ac539.bindPopup(popup_032cb0404039486e9eb4d5dbade6194d)
        ;

        
    
    
            var circle_marker_211e2648f0044ad892cf77be39c665f7 = L.circleMarker(
                [30.7331835272, 76.8031940237],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_97e1d0014d014639b199b2668efd2182 = L.popup({"maxWidth": "100%"});

        
            var html_255d853c68114fa5aa4ced6d8ac6b113 = $(`<div id="html_255d853c68114fa5aa4ced6d8ac6b113" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 178, Inner Market, Sector 7, Chandigarh</div>`)[0];
            popup_97e1d0014d014639b199b2668efd2182.setContent(html_255d853c68114fa5aa4ced6d8ac6b113);
        

        circle_marker_211e2648f0044ad892cf77be39c665f7.bindPopup(popup_97e1d0014d014639b199b2668efd2182)
        ;

        
    
    
            var circle_marker_85efed1a46ab46debed6e8d0b8ccdb54 = L.circleMarker(
                [30.7260932467, 76.8059577048],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_7237fb3fa7dc4e948ffeebf9fd501eb9 = L.popup({"maxWidth": "100%"});

        
            var html_493f67c5e76c4912836876a14d78f40e = $(`<div id="html_493f67c5e76c4912836876a14d78f40e" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 41, Sector 26, Chandigarh</div>`)[0];
            popup_7237fb3fa7dc4e948ffeebf9fd501eb9.setContent(html_493f67c5e76c4912836876a14d78f40e);
        

        circle_marker_85efed1a46ab46debed6e8d0b8ccdb54.bindPopup(popup_7237fb3fa7dc4e948ffeebf9fd501eb9)
        ;

        
    
    
            var circle_marker_fbfdde8ef06e40e48a2ceedbdeb29311 = L.circleMarker(
                [30.7471109712, 76.7936376482],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_8cccd5c920c445d2ba8090963e143bec = L.popup({"maxWidth": "100%"});

        
            var html_113c5593474843d2ad7c148f22b5b010 = $(`<div id="html_113c5593474843d2ad7c148f22b5b010" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCS 2, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_8cccd5c920c445d2ba8090963e143bec.setContent(html_113c5593474843d2ad7c148f22b5b010);
        

        circle_marker_fbfdde8ef06e40e48a2ceedbdeb29311.bindPopup(popup_8cccd5c920c445d2ba8090963e143bec)
        ;

        
    
    
            var circle_marker_aab7196291b747b48a7e09b75542d29b = L.circleMarker(
                [30.7235344847, 76.7675417662],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_9f9f00538e244d3cac001845e460e04a = L.popup({"maxWidth": "100%"});

        
            var html_42ca860de56244f5b7a481a0ddbbd893 = $(`<div id="html_42ca860de56244f5b7a481a0ddbbd893" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 2nd Floor, Piccadily Cinema, Sector 34, Chandigarh</div>`)[0];
            popup_9f9f00538e244d3cac001845e460e04a.setContent(html_42ca860de56244f5b7a481a0ddbbd893);
        

        circle_marker_aab7196291b747b48a7e09b75542d29b.bindPopup(popup_9f9f00538e244d3cac001845e460e04a)
        ;

        
    
    
            var circle_marker_94eaa2d6845746e68fdfce217ddb23fa = L.circleMarker(
                [30.706034, 76.800683],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_4180480c2e5a48b58181042771079031 = L.popup({"maxWidth": "100%"});

        
            var html_90ce408b0ca14e51845bcad759d76c32 = $(`<div id="html_90ce408b0ca14e51845bcad759d76c32" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Kf 8, 1st Floor, Opposite Zara Kids, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_4180480c2e5a48b58181042771079031.setContent(html_90ce408b0ca14e51845bcad759d76c32);
        

        circle_marker_94eaa2d6845746e68fdfce217ddb23fa.bindPopup(popup_4180480c2e5a48b58181042771079031)
        ;

        
    
    
            var circle_marker_ee196bb17b9b40bd92156c9532c80c7b = L.circleMarker(
                [30.7222204917, 76.7614383996],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_67d2c1cb47f74ca88340f551ee2d4e9b = L.popup({"maxWidth": "100%"});

        
            var html_406e87b12b4c42e29ee0af6890f322c4 = $(`<div id="html_406e87b12b4c42e29ee0af6890f322c4" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 422, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_67d2c1cb47f74ca88340f551ee2d4e9b.setContent(html_406e87b12b4c42e29ee0af6890f322c4);
        

        circle_marker_ee196bb17b9b40bd92156c9532c80c7b.bindPopup(popup_67d2c1cb47f74ca88340f551ee2d4e9b)
        ;

        
    
    
            var circle_marker_baf220f9538c425cb74138067e824dd9 = L.circleMarker(
                [0.0, 0.0],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_4e2e3bbc82a6420d9f45d20b3622942e = L.popup({"maxWidth": "100%"});

        
            var html_c4dad83900184a0f9bf093a291846b7a = $(`<div id="html_c4dad83900184a0f9bf093a291846b7a" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, None</div>`)[0];
            popup_4e2e3bbc82a6420d9f45d20b3622942e.setContent(html_c4dad83900184a0f9bf093a291846b7a);
        

        circle_marker_baf220f9538c425cb74138067e824dd9.bindPopup(popup_4e2e3bbc82a6420d9f45d20b3622942e)
        ;

        
    
    
            var circle_marker_4a0084bc5b6d45f9940d0872163d1849 = L.circleMarker(
                [30.7207839849, 76.7589979246],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_3d59d2a5ca96455a9092b1644e569dcf = L.popup({"maxWidth": "100%"});

        
            var html_358ae7845d0b4387a0cec25b6217127a = $(`<div id="html_358ae7845d0b4387a0cec25b6217127a" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_3d59d2a5ca96455a9092b1644e569dcf.setContent(html_358ae7845d0b4387a0cec25b6217127a);
        

        circle_marker_4a0084bc5b6d45f9940d0872163d1849.bindPopup(popup_3d59d2a5ca96455a9092b1644e569dcf)
        ;

        
    
    
            var circle_marker_9f0655e74bec431293e228429724d186 = L.circleMarker(
                [30.7394502761, 76.7766706645],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a276249a32694c39a87633dfd47d71f7 = L.popup({"maxWidth": "100%"});

        
            var html_f822779f77c94bb38666a65110a932f5 = $(`<div id="html_f822779f77c94bb38666a65110a932f5" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Shivalik View, Sector 17, Chandigarh</div>`)[0];
            popup_a276249a32694c39a87633dfd47d71f7.setContent(html_f822779f77c94bb38666a65110a932f5);
        

        circle_marker_9f0655e74bec431293e228429724d186.bindPopup(popup_a276249a32694c39a87633dfd47d71f7)
        ;

        
    
    
            var circle_marker_3fb137f39a0e4a5c8c3b5ec9be29db97 = L.circleMarker(
                [30.7547655828, 76.7873827368],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_6c22f4f92acc4ab99e6f5cb7546fa97e = L.popup({"maxWidth": "100%"});

        
            var html_f7ea6d9619074afdabdf502391529927 = $(`<div id="html_f7ea6d9619074afdabdf502391529927" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 2, Sector 10, Chandigarh</div>`)[0];
            popup_6c22f4f92acc4ab99e6f5cb7546fa97e.setContent(html_f7ea6d9619074afdabdf502391529927);
        

        circle_marker_3fb137f39a0e4a5c8c3b5ec9be29db97.bindPopup(popup_6c22f4f92acc4ab99e6f5cb7546fa97e)
        ;

        
    
    
            var circle_marker_fd525e483a6b4f07bba846676bb65b01 = L.circleMarker(
                [30.7449898971, 76.8101949245],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_10703275108c42b6b7827ba1a5c1c1fb = L.popup({"maxWidth": "100%"});

        
            var html_890c36facf8b40c9b6ae2889dd0dda70 = $(`<div id="html_890c36facf8b40c9b6ae2889dd0dda70" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Sukhna Lake Complex, Sector 9, Chandigarh</div>`)[0];
            popup_10703275108c42b6b7827ba1a5c1c1fb.setContent(html_890c36facf8b40c9b6ae2889dd0dda70);
        

        circle_marker_fd525e483a6b4f07bba846676bb65b01.bindPopup(popup_10703275108c42b6b7827ba1a5c1c1fb)
        ;

        
    
    
            var circle_marker_9aa52a4257074e4c9eb31d0ff9c74405 = L.circleMarker(
                [30.7216921802, 76.7603745684],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_07d39fe3f9f74627aea4c9f3f2e286fe = L.popup({"maxWidth": "100%"});

        
            var html_0419a721e554414da23122043b34b2ab = $(`<div id="html_0419a721e554414da23122043b34b2ab" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_07d39fe3f9f74627aea4c9f3f2e286fe.setContent(html_0419a721e554414da23122043b34b2ab);
        

        circle_marker_9aa52a4257074e4c9eb31d0ff9c74405.bindPopup(popup_07d39fe3f9f74627aea4c9f3f2e286fe)
        ;

        
    
    
            var circle_marker_d7c2ef8e2c38481f818bb4609f523e8d = L.circleMarker(
                [30.7250271521, 76.7660927027],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c5cca83b763346a7931ac0a34ec41606 = L.popup({"maxWidth": "100%"});

        
            var html_2a4f28a46da2494caf99c13f70f4ae6c = $(`<div id="html_2a4f28a46da2494caf99c13f70f4ae6c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Maya Hotel, SCO 325-328, Himalaya Marg, Sector 35 B, Sector 35, Chandigarh</div>`)[0];
            popup_c5cca83b763346a7931ac0a34ec41606.setContent(html_2a4f28a46da2494caf99c13f70f4ae6c);
        

        circle_marker_d7c2ef8e2c38481f818bb4609f523e8d.bindPopup(popup_c5cca83b763346a7931ac0a34ec41606)
        ;

        
    
    
            var circle_marker_a27c01ea8eb441be96a981cab82e3d2c = L.circleMarker(
                [30.7051288814, 76.801789552],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_292c9c4bbd3a44ee8620ad209c2f6aa9 = L.popup({"maxWidth": "100%"});

        
            var html_0d5ebf2a33c24346a5d6bc7c0a3d75b4 = $(`<div id="html_0d5ebf2a33c24346a5d6bc7c0a3d75b4" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 302 B&amp;C, Next to PVR, Third Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_292c9c4bbd3a44ee8620ad209c2f6aa9.setContent(html_0d5ebf2a33c24346a5d6bc7c0a3d75b4);
        

        circle_marker_a27c01ea8eb441be96a981cab82e3d2c.bindPopup(popup_292c9c4bbd3a44ee8620ad209c2f6aa9)
        ;

        
    
    
            var circle_marker_20988241782a439c8c19890db93013db = L.circleMarker(
                [30.7403090189, 76.7984632775],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ace6056625df4c7bbcb971d5db553cb6 = L.popup({"maxWidth": "100%"});

        
            var html_4bacb8f438fa4783962795ea7a4f86eb = $(`<div id="html_4bacb8f438fa4783962795ea7a4f86eb" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, S.C.F. 38, Inner Market, Sector 8, Chandigarh</div>`)[0];
            popup_ace6056625df4c7bbcb971d5db553cb6.setContent(html_4bacb8f438fa4783962795ea7a4f86eb);
        

        circle_marker_20988241782a439c8c19890db93013db.bindPopup(popup_ace6056625df4c7bbcb971d5db553cb6)
        ;

        
    
    
            var circle_marker_9926ad0ea22e4d58bf41141de0b2228c = L.circleMarker(
                [30.7273708729, 76.8035782501],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_d31e2a66970b4142abf70c8938978121 = L.popup({"maxWidth": "100%"});

        
            var html_744e102dd6ac452b88a5442f20604afc = $(`<div id="html_744e102dd6ac452b88a5442f20604afc" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 23, Madhya Marg, Sector 26 D, Sector 26, Chandigarh</div>`)[0];
            popup_d31e2a66970b4142abf70c8938978121.setContent(html_744e102dd6ac452b88a5442f20604afc);
        

        circle_marker_9926ad0ea22e4d58bf41141de0b2228c.bindPopup(popup_d31e2a66970b4142abf70c8938978121)
        ;

        
    
    
            var circle_marker_9d6cbbcdb9e249efa6889ccf54a3cd44 = L.circleMarker(
                [30.7296571851, 76.8014059961],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_57c6bd9d83cb4ab1a736cf888f1ccf5f = L.popup({"maxWidth": "100%"});

        
            var html_2de3c18d979e43e4aae2fd2b47cd4a8a = $(`<div id="html_2de3c18d979e43e4aae2fd2b47cd4a8a" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 43, Sector 7C, Sector 7, Chandigarh</div>`)[0];
            popup_57c6bd9d83cb4ab1a736cf888f1ccf5f.setContent(html_2de3c18d979e43e4aae2fd2b47cd4a8a);
        

        circle_marker_9d6cbbcdb9e249efa6889ccf54a3cd44.bindPopup(popup_57c6bd9d83cb4ab1a736cf888f1ccf5f)
        ;

        
    
    
            var circle_marker_2b21784de2b942ea80bc459b53006708 = L.circleMarker(
                [30.7094018517, 76.7735006288],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_284d7fd13a274e67b084595e5b02dae3 = L.popup({"maxWidth": "100%"});

        
            var html_058396951a1a43f887c25eb999d8a2c3 = $(`<div id="html_058396951a1a43f887c25eb999d8a2c3" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 322 D, Sector 32, Chandigarh</div>`)[0];
            popup_284d7fd13a274e67b084595e5b02dae3.setContent(html_058396951a1a43f887c25eb999d8a2c3);
        

        circle_marker_2b21784de2b942ea80bc459b53006708.bindPopup(popup_284d7fd13a274e67b084595e5b02dae3)
        ;

        
    
    
            var circle_marker_e3895480585e434baffc52903314d9d8 = L.circleMarker(
                [30.7398165395, 76.781604588],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_79227ac5020b43998b81db8d3c99bf08 = L.popup({"maxWidth": "100%"});

        
            var html_d5edef905ef9445ab9e5107146f9143c = $(`<div id="html_d5edef905ef9445ab9e5107146f9143c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 68 &amp; 69, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_79227ac5020b43998b81db8d3c99bf08.setContent(html_d5edef905ef9445ab9e5107146f9143c);
        

        circle_marker_e3895480585e434baffc52903314d9d8.bindPopup(popup_79227ac5020b43998b81db8d3c99bf08)
        ;

        
    
    
            var circle_marker_9c522a7d375d4e3c937cc4e79bb7642f = L.circleMarker(
                [30.7247323097, 76.7652954161],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_5945fddc740144e4853d4938e190a624 = L.popup({"maxWidth": "100%"});

        
            var html_cb850c1042944077b7ac92add900ee40 = $(`<div id="html_cb850c1042944077b7ac92add900ee40" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 333 &amp; 334, Sector 35 B, Sector 35, Chandigarh</div>`)[0];
            popup_5945fddc740144e4853d4938e190a624.setContent(html_cb850c1042944077b7ac92add900ee40);
        

        circle_marker_9c522a7d375d4e3c937cc4e79bb7642f.bindPopup(popup_5945fddc740144e4853d4938e190a624)
        ;

        
    
    
            var circle_marker_f2c458d9c6eb40faa9cd6cf0860cc7a9 = L.circleMarker(
                [30.7149063047, 76.7517623305],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_eaf67a5935b04b67ac88c918dbea8773 = L.popup({"maxWidth": "100%"});

        
            var html_94d73f54509d4755a3dc97b654c97b32 = $(`<div id="html_94d73f54509d4755a3dc97b654c97b32" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 413, Sector 44 D, Sector 44, Chandigarh</div>`)[0];
            popup_eaf67a5935b04b67ac88c918dbea8773.setContent(html_94d73f54509d4755a3dc97b654c97b32);
        

        circle_marker_f2c458d9c6eb40faa9cd6cf0860cc7a9.bindPopup(popup_eaf67a5935b04b67ac88c918dbea8773)
        ;

        
    
    
            var circle_marker_ca0188c31ba04174afe3d219c7a4035e = L.circleMarker(
                [30.705304, 76.801229],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_dca867a4f14346f5add9562dbeb9daab = L.popup({"maxWidth": "100%"});

        
            var html_5956dc00ffc14602bbc22cb08266a3e1 = $(`<div id="html_5956dc00ffc14602bbc22cb08266a3e1" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 306, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_dca867a4f14346f5add9562dbeb9daab.setContent(html_5956dc00ffc14602bbc22cb08266a3e1);
        

        circle_marker_ca0188c31ba04174afe3d219c7a4035e.bindPopup(popup_dca867a4f14346f5add9562dbeb9daab)
        ;

        
    
    
            var circle_marker_5c54dddf334745cb86cc2bd7efb75c42 = L.circleMarker(
                [30.759460164, 76.7829359695],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_e2967baab9e34b1383dea6c0fe18c3fe = L.popup({"maxWidth": "100%"});

        
            var html_72de01bc9e9947b29288cb88925f2205 = $(`<div id="html_72de01bc9e9947b29288cb88925f2205" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 41, Sector 11 D, Chandigarh</div>`)[0];
            popup_e2967baab9e34b1383dea6c0fe18c3fe.setContent(html_72de01bc9e9947b29288cb88925f2205);
        

        circle_marker_5c54dddf334745cb86cc2bd7efb75c42.bindPopup(popup_e2967baab9e34b1383dea6c0fe18c3fe)
        ;

        
    
    
            var circle_marker_34a4db88a52b4580a04fa380026ba682 = L.circleMarker(
                [30.7597206152, 76.7829409987],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c25b18ebaee84e84b626c4430ab2929a = L.popup({"maxWidth": "100%"});

        
            var html_c2b0a8f2e7304b93ab24f4116c2ad5bf = $(`<div id="html_c2b0a8f2e7304b93ab24f4116c2ad5bf" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 36, Sector 11 D, Sector 11, Chandigarh</div>`)[0];
            popup_c25b18ebaee84e84b626c4430ab2929a.setContent(html_c2b0a8f2e7304b93ab24f4116c2ad5bf);
        

        circle_marker_34a4db88a52b4580a04fa380026ba682.bindPopup(popup_c25b18ebaee84e84b626c4430ab2929a)
        ;

        
    
    
            var circle_marker_d629e275aec64d97b497e1f37a0152e4 = L.circleMarker(
                [30.7048293656, 76.8010673672],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a269d67bb29446cf98795e9622eeb475 = L.popup({"maxWidth": "100%"});

        
            var html_33afa2ca9bf24e808ff88f0ece4c8914 = $(`<div id="html_33afa2ca9bf24e808ff88f0ece4c8914" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 48 A, Courtyard, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_a269d67bb29446cf98795e9622eeb475.setContent(html_33afa2ca9bf24e808ff88f0ece4c8914);
        

        circle_marker_d629e275aec64d97b497e1f37a0152e4.bindPopup(popup_a269d67bb29446cf98795e9622eeb475)
        ;

        
    
    
            var circle_marker_a964f0034b104a58aba237f6865a757c = L.circleMarker(
                [30.7055445696, 76.7584809288],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_18a154f4b90f451c8f66695c365c037b = L.popup({"maxWidth": "100%"});

        
            var html_1b717871fe994165a8b8c7f8a83d88db = $(`<div id="html_1b717871fe994165a8b8c7f8a83d88db" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 537, Kesho Ram Complex, Village Burail, Sector 45, Near Sector 46, Chandigarh</div>`)[0];
            popup_18a154f4b90f451c8f66695c365c037b.setContent(html_1b717871fe994165a8b8c7f8a83d88db);
        

        circle_marker_a964f0034b104a58aba237f6865a757c.bindPopup(popup_18a154f4b90f451c8f66695c365c037b)
        ;

        
    
    
            var circle_marker_490ee296b17f4707bffc69162f35d6e6 = L.circleMarker(
                [30.7534237791, 76.7881317437],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ac027cb52a8b4a72a46331b8b223a8e5 = L.popup({"maxWidth": "100%"});

        
            var html_49cfbb58362c47289af65f0a23e526fd = $(`<div id="html_49cfbb58362c47289af65f0a23e526fd" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Mountview, Sector 10 D, Sector 10, Chandigarh</div>`)[0];
            popup_ac027cb52a8b4a72a46331b8b223a8e5.setContent(html_49cfbb58362c47289af65f0a23e526fd);
        

        circle_marker_490ee296b17f4707bffc69162f35d6e6.bindPopup(popup_ac027cb52a8b4a72a46331b8b223a8e5)
        ;

        
    
    
            var circle_marker_7e3bf3cadf6f4dd5a4b6f9fb33d8cbf0 = L.circleMarker(
                [30.7078345702, 76.8028175086],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_5a6cc358eb8c4d3bb9b6267a4ff8bff7 = L.popup({"maxWidth": "100%"});

        
            var html_b0df682397f2418bb0eaf1618b54129b = $(`<div id="html_b0df682397f2418bb0eaf1618b54129b" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Hometel, 147 &amp; 148, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_5a6cc358eb8c4d3bb9b6267a4ff8bff7.setContent(html_b0df682397f2418bb0eaf1618b54129b);
        

        circle_marker_7e3bf3cadf6f4dd5a4b6f9fb33d8cbf0.bindPopup(popup_5a6cc358eb8c4d3bb9b6267a4ff8bff7)
        ;

        
    
    
            var circle_marker_b1c9e430fc0e4fbbbb0120e9df46cd95 = L.circleMarker(
                [30.7310468721, 76.77550558],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_dc9b95a38f2b4b10959a8c8465da71af = L.popup({"maxWidth": "100%"});

        
            var html_808a69c234404521aba95a7d84cb12f5 = $(`<div id="html_808a69c234404521aba95a7d84cb12f5" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 1121, Sector 22 B, Sector 22, Chandigarh</div>`)[0];
            popup_dc9b95a38f2b4b10959a8c8465da71af.setContent(html_808a69c234404521aba95a7d84cb12f5);
        

        circle_marker_b1c9e430fc0e4fbbbb0120e9df46cd95.bindPopup(popup_dc9b95a38f2b4b10959a8c8465da71af)
        ;

        
    
    
            var circle_marker_98a564bd0ab74a1db7ea60b85b240d4f = L.circleMarker(
                [30.7056584367, 76.8006043509],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_b84bb1cab0c24a13bf1ad409868da3a2 = L.popup({"maxWidth": "100%"});

        
            var html_2aa4ddd8c9a6493a801474d70f3a6a1b = $(`<div id="html_2aa4ddd8c9a6493a801474d70f3a6a1b" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 3rd Floor, #308, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_b84bb1cab0c24a13bf1ad409868da3a2.setContent(html_2aa4ddd8c9a6493a801474d70f3a6a1b);
        

        circle_marker_98a564bd0ab74a1db7ea60b85b240d4f.bindPopup(popup_b84bb1cab0c24a13bf1ad409868da3a2)
        ;

        
    
    
            var circle_marker_bd9e7e4b6ebb4b83b2d435a28dd7da6c = L.circleMarker(
                [30.740942697, 76.7973045632],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_de7d9d20b5fd472f899582555a5aba29 = L.popup({"maxWidth": "100%"});

        
            var html_7d5f5170dc89488492bc75150a928554 = $(`<div id="html_7d5f5170dc89488492bc75150a928554" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 19, Sector 8 B, Sector 8, Chandigarh</div>`)[0];
            popup_de7d9d20b5fd472f899582555a5aba29.setContent(html_7d5f5170dc89488492bc75150a928554);
        

        circle_marker_bd9e7e4b6ebb4b83b2d435a28dd7da6c.bindPopup(popup_de7d9d20b5fd472f899582555a5aba29)
        ;

        
    
    
            var circle_marker_f8ac9f37051f4779acbb0393d5f37a35 = L.circleMarker(
                [30.7060663393, 76.8009315804],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_772e3ceb4f7b4ccd81c1fd39845b5e15 = L.popup({"maxWidth": "100%"});

        
            var html_c495ede575d74e7487a065d61774a091 = $(`<div id="html_c495ede575d74e7487a065d61774a091" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Third Floor, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_772e3ceb4f7b4ccd81c1fd39845b5e15.setContent(html_c495ede575d74e7487a065d61774a091);
        

        circle_marker_f8ac9f37051f4779acbb0393d5f37a35.bindPopup(popup_772e3ceb4f7b4ccd81c1fd39845b5e15)
        ;

        
    
    
            var circle_marker_6409371bb9424fbaa31677ea89f993e7 = L.circleMarker(
                [30.7399496734, 76.7809343711],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_6616b9bbfde04b2499c7f0d6bb20f223 = L.popup({"maxWidth": "100%"});

        
            var html_161dc5705b6b4c07bde09cd2a5fd538e = $(`<div id="html_161dc5705b6b4c07bde09cd2a5fd538e" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Beside Neelam Theatre, Plaza, Sector 17, Chandigarh</div>`)[0];
            popup_6616b9bbfde04b2499c7f0d6bb20f223.setContent(html_161dc5705b6b4c07bde09cd2a5fd538e);
        

        circle_marker_6409371bb9424fbaa31677ea89f993e7.bindPopup(popup_6616b9bbfde04b2499c7f0d6bb20f223)
        ;

        
    
    
            var circle_marker_5e4c72df2abb4d5cad12bdd17060f09f = L.circleMarker(
                [30.7249914137, 76.7659887671],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_8314f60083f84efcbf7f0bfb2a239063 = L.popup({"maxWidth": "100%"});

        
            var html_75da5a02669e4436aed8d8234d5bd536 = $(`<div id="html_75da5a02669e4436aed8d8234d5bd536" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 324, Sector 35 B, Chandigarh</div>`)[0];
            popup_8314f60083f84efcbf7f0bfb2a239063.setContent(html_75da5a02669e4436aed8d8234d5bd536);
        

        circle_marker_5e4c72df2abb4d5cad12bdd17060f09f.bindPopup(popup_8314f60083f84efcbf7f0bfb2a239063)
        ;

        
    
    
            var circle_marker_a536b565da6a41a29cff350045b1e6dd = L.circleMarker(
                [30.7048460855, 76.8012517691],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_8988bf95b4ad47b4bde36838d86d8c3e = L.popup({"maxWidth": "100%"});

        
            var html_e38ec7b28f654bda8cacdcff5c51f70d = $(`<div id="html_e38ec7b28f654bda8cacdcff5c51f70d" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 45, Courtyard, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_8988bf95b4ad47b4bde36838d86d8c3e.setContent(html_e38ec7b28f654bda8cacdcff5c51f70d);
        

        circle_marker_a536b565da6a41a29cff350045b1e6dd.bindPopup(popup_8988bf95b4ad47b4bde36838d86d8c3e)
        ;

        
    
    
            var circle_marker_e2b18212e6a845318d02997b55c29778 = L.circleMarker(
                [30.7007980647, 76.7922013253],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_41b488705fdb450d8d7ef1fa2398eb96 = L.popup({"maxWidth": "100%"});

        
            var html_21d60ca88f82467eaeeacc0d0c3fc443 = $(`<div id="html_21d60ca88f82467eaeeacc0d0c3fc443" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, The Altius Hotel, 25/9, Phase 2, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_41b488705fdb450d8d7ef1fa2398eb96.setContent(html_21d60ca88f82467eaeeacc0d0c3fc443);
        

        circle_marker_e2b18212e6a845318d02997b55c29778.bindPopup(popup_41b488705fdb450d8d7ef1fa2398eb96)
        ;

        
    
    
            var circle_marker_24e494b9eb5542b892834f2df9cb3df2 = L.circleMarker(
                [30.7205761738, 76.7584524304],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_f61751d596514ae9a183d34efafcdd20 = L.popup({"maxWidth": "100%"});

        
            var html_aa8c6e0566e04c12b7dbc074b62abfea = $(`<div id="html_aa8c6e0566e04c12b7dbc074b62abfea" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 471 &amp; 472, Sector 35C, Sector 35, Chandigarh</div>`)[0];
            popup_f61751d596514ae9a183d34efafcdd20.setContent(html_aa8c6e0566e04c12b7dbc074b62abfea);
        

        circle_marker_24e494b9eb5542b892834f2df9cb3df2.bindPopup(popup_f61751d596514ae9a183d34efafcdd20)
        ;

        
    
    
            var circle_marker_dc908bf2043e4fbfbf09b7ed71f89937 = L.circleMarker(
                [30.723978627, 76.7600483447],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_ef2e45ea6b32407dba95e9a1e473ef19 = L.popup({"maxWidth": "100%"});

        
            var html_eaf51c1cab7643f6bd6e3eee9447cfcb = $(`<div id="html_eaf51c1cab7643f6bd6e3eee9447cfcb" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 8, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_ef2e45ea6b32407dba95e9a1e473ef19.setContent(html_eaf51c1cab7643f6bd6e3eee9447cfcb);
        

        circle_marker_dc908bf2043e4fbfbf09b7ed71f89937.bindPopup(popup_ef2e45ea6b32407dba95e9a1e473ef19)
        ;

        
    
    
            var circle_marker_bcd4bf923c194b19bd4907566f45b5f5 = L.circleMarker(
                [30.7399231619, 76.7921319231],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_b6795ad31ee54e7b8dda4296a58cf5bd = L.popup({"maxWidth": "100%"});

        
            var html_34cd48b7a43e4a4496370e900414d2cf = $(`<div id="html_34cd48b7a43e4a4496370e900414d2cf" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 123, Madhya Marg, Sector 8 C, Sector 8, Chandigarh</div>`)[0];
            popup_b6795ad31ee54e7b8dda4296a58cf5bd.setContent(html_34cd48b7a43e4a4496370e900414d2cf);
        

        circle_marker_bcd4bf923c194b19bd4907566f45b5f5.bindPopup(popup_b6795ad31ee54e7b8dda4296a58cf5bd)
        ;

        
    
    
            var circle_marker_bfc43d3f50024c53a574a28f20c874bb = L.circleMarker(
                [30.7052064267, 76.8010301515],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a428ae72f6c745d4adc0780192adcf4a = L.popup({"maxWidth": "100%"});

        
            var html_caf046670b15474ea061aea536f7ecdf = $(`<div id="html_caf046670b15474ea061aea536f7ecdf" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 51A, Courtyard, Ground Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_a428ae72f6c745d4adc0780192adcf4a.setContent(html_caf046670b15474ea061aea536f7ecdf);
        

        circle_marker_bfc43d3f50024c53a574a28f20c874bb.bindPopup(popup_a428ae72f6c745d4adc0780192adcf4a)
        ;

        
    
    
            var circle_marker_7568a2c9fff44c5e81e2d3c67c4612e0 = L.circleMarker(
                [30.7207514154, 76.7588695139],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a63a875137094f9d8802e5ba891b9d51 = L.popup({"maxWidth": "100%"});

        
            var html_85cc48a006204bcbbdee03aa3671f7da = $(`<div id="html_85cc48a006204bcbbdee03aa3671f7da" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 468 C, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_a63a875137094f9d8802e5ba891b9d51.setContent(html_85cc48a006204bcbbdee03aa3671f7da);
        

        circle_marker_7568a2c9fff44c5e81e2d3c67c4612e0.bindPopup(popup_a63a875137094f9d8802e5ba891b9d51)
        ;

        
    
    
            var circle_marker_63e815bcfbf94c5a9abd0ff60851b225 = L.circleMarker(
                [30.7381183451, 76.7662995681],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_19ad372acdbd4914b7edbb69a2f8265c = L.popup({"maxWidth": "100%"});

        
            var html_62dc094d5b944606ba367eff549be2ae = $(`<div id="html_62dc094d5b944606ba367eff549be2ae" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 27, Sector 23, Chandigarh</div>`)[0];
            popup_19ad372acdbd4914b7edbb69a2f8265c.setContent(html_62dc094d5b944606ba367eff549be2ae);
        

        circle_marker_63e815bcfbf94c5a9abd0ff60851b225.bindPopup(popup_19ad372acdbd4914b7edbb69a2f8265c)
        ;

        
    
    
            var circle_marker_93593bb973ef409a8dd274c7baf53158 = L.circleMarker(
                [30.7387382053, 76.7485587671],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_9dca5bb62e6848ba915e566865351ad0 = L.popup({"maxWidth": "100%"});

        
            var html_dd701ba90b2a4bf4b0fb57be09df03a6 = $(`<div id="html_dd701ba90b2a4bf4b0fb57be09df03a6" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 255, Sector 37C, Sector 37, Chandigarh</div>`)[0];
            popup_9dca5bb62e6848ba915e566865351ad0.setContent(html_dd701ba90b2a4bf4b0fb57be09df03a6);
        

        circle_marker_93593bb973ef409a8dd274c7baf53158.bindPopup(popup_9dca5bb62e6848ba915e566865351ad0)
        ;

        
    
    
            var circle_marker_3a16db96954d4753ac8b8e2067cf6fb4 = L.circleMarker(
                [30.7187488008, 76.8019310385],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2e8bf4a711da4f27bb5ad23ce8209d3e = L.popup({"maxWidth": "100%"});

        
            var html_fd17bb7b596b4e51ac7cf0b8ac7d133f = $(`<div id="html_fd17bb7b596b4e51ac7cf0b8ac7d133f" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel White Palace, SCO 143, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_2e8bf4a711da4f27bb5ad23ce8209d3e.setContent(html_fd17bb7b596b4e51ac7cf0b8ac7d133f);
        

        circle_marker_3a16db96954d4753ac8b8e2067cf6fb4.bindPopup(popup_2e8bf4a711da4f27bb5ad23ce8209d3e)
        ;

        
    
    
            var circle_marker_32b9ad396d9348a8ad91f464e3edfbc4 = L.circleMarker(
                [30.7378820421, 76.7835183442],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_502079e3e9984923bcc2b19bc197b6b1 = L.popup({"maxWidth": "100%"});

        
            var html_83f57197b82d4f76a57a7a9fb126ea31 = $(`<div id="html_83f57197b82d4f76a57a7a9fb126ea31" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 47, Sector 17 E, Sector 17, Chandigarh</div>`)[0];
            popup_502079e3e9984923bcc2b19bc197b6b1.setContent(html_83f57197b82d4f76a57a7a9fb126ea31);
        

        circle_marker_32b9ad396d9348a8ad91f464e3edfbc4.bindPopup(popup_502079e3e9984923bcc2b19bc197b6b1)
        ;

        
    
    
            var circle_marker_886ca9ced99f4ee78ea016942584c5d5 = L.circleMarker(
                [30.7296998386, 76.791206561],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a4815084dd4341ebbeb85e4f9ee6b1c4 = L.popup({"maxWidth": "100%"});

        
            var html_f981b7405769476b812773dd924e0a22 = $(`<div id="html_f981b7405769476b812773dd924e0a22" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCF 31, Sector 19 D, Sector 19, Chandigarh</div>`)[0];
            popup_a4815084dd4341ebbeb85e4f9ee6b1c4.setContent(html_f981b7405769476b812773dd924e0a22);
        

        circle_marker_886ca9ced99f4ee78ea016942584c5d5.bindPopup(popup_a4815084dd4341ebbeb85e4f9ee6b1c4)
        ;

        
    
    
            var circle_marker_8a8da042250a42c1b2281ff76310e38d = L.circleMarker(
                [30.7383036408, 76.7841389403],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_6ce350e7d7eb4924a02999c32df58efe = L.popup({"maxWidth": "100%"});

        
            var html_2b307a6f8e7343f793d3df1e72967740 = $(`<div id="html_2b307a6f8e7343f793d3df1e72967740" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 108 &amp; 109, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_6ce350e7d7eb4924a02999c32df58efe.setContent(html_2b307a6f8e7343f793d3df1e72967740);
        

        circle_marker_8a8da042250a42c1b2281ff76310e38d.bindPopup(popup_6ce350e7d7eb4924a02999c32df58efe)
        ;

        
    
    
            var circle_marker_4d7588fd7dbd431891b8c5a7841d4d5b = L.circleMarker(
                [30.7285507816, 76.8026763573],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_20ae2a4713354a1787d8d5afc435c224 = L.popup({"maxWidth": "100%"});

        
            var html_e4c9ab3f6d6c4d9193088823bc152bd8 = $(`<div id="html_e4c9ab3f6d6c4d9193088823bc152bd8" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 7, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_20ae2a4713354a1787d8d5afc435c224.setContent(html_e4c9ab3f6d6c4d9193088823bc152bd8);
        

        circle_marker_4d7588fd7dbd431891b8c5a7841d4d5b.bindPopup(popup_20ae2a4713354a1787d8d5afc435c224)
        ;

        
    
    
            var circle_marker_9a806895773c47efb5fd39d6136966a2 = L.circleMarker(
                [30.7096047864, 76.8009949476],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_3812c3a9c82149a2baf983ecefd2cc87 = L.popup({"maxWidth": "100%"});

        
            var html_1e157b83d7d74d92b693be2c14ab1775 = $(`<div id="html_1e157b83d7d74d92b693be2c14ab1775" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 4th Floor, City Emporium Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_3812c3a9c82149a2baf983ecefd2cc87.setContent(html_1e157b83d7d74d92b693be2c14ab1775);
        

        circle_marker_9a806895773c47efb5fd39d6136966a2.bindPopup(popup_3812c3a9c82149a2baf983ecefd2cc87)
        ;

        
    
    
            var circle_marker_f3e096a4474444b9b0ffb95e92dc51a8 = L.circleMarker(
                [30.7053759307, 76.8015193194],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c24cf3d65c5948e5a179d0cdd7669285 = L.popup({"maxWidth": "100%"});

        
            var html_d0a74023df8a4414b017f9192b5c2c73 = $(`<div id="html_d0a74023df8a4414b017f9192b5c2c73" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 3rd Floor, Near PVR Cinema Ticket Window, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_c24cf3d65c5948e5a179d0cdd7669285.setContent(html_d0a74023df8a4414b017f9192b5c2c73);
        

        circle_marker_f3e096a4474444b9b0ffb95e92dc51a8.bindPopup(popup_c24cf3d65c5948e5a179d0cdd7669285)
        ;

        
    
    
            var circle_marker_bf29adc4cb7d4a16a0c867f503a567d5 = L.circleMarker(
                [30.7055157424, 76.8034203351],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_94fc026ef48c412eb65cd94b98f98633 = L.popup({"maxWidth": "100%"});

        
            var html_86b23c05a5eb4140914e0d0e0f6e42fb = $(`<div id="html_86b23c05a5eb4140914e0d0e0f6e42fb" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_94fc026ef48c412eb65cd94b98f98633.setContent(html_86b23c05a5eb4140914e0d0e0f6e42fb);
        

        circle_marker_bf29adc4cb7d4a16a0c867f503a567d5.bindPopup(popup_94fc026ef48c412eb65cd94b98f98633)
        ;

        
    
    
            var circle_marker_a54aba4aeeb248d4be13ac8961fa0ed3 = L.circleMarker(
                [30.7461234861, 76.743366681],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_89136ab61e67498ca7ac2279602b1ab1 = L.popup({"maxWidth": "100%"});

        
            var html_0b8c05e9a0a947e9a7e5b7d855248cf5 = $(`<div id="html_0b8c05e9a0a947e9a7e5b7d855248cf5" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 314, Sector 38 D, Sector 38, Chandigarh</div>`)[0];
            popup_89136ab61e67498ca7ac2279602b1ab1.setContent(html_0b8c05e9a0a947e9a7e5b7d855248cf5);
        

        circle_marker_a54aba4aeeb248d4be13ac8961fa0ed3.bindPopup(popup_89136ab61e67498ca7ac2279602b1ab1)
        ;

        
    
    
            var circle_marker_35ca24b6e1084e809a6a38eb43b23378 = L.circleMarker(
                [30.7053759307, 76.8015193194],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2d98d9c8ad214cfc8ac338142c9da98b = L.popup({"maxWidth": "100%"});

        
            var html_06e25c3c1dc84ef38dff7216bbe78b07 = $(`<div id="html_06e25c3c1dc84ef38dff7216bbe78b07" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 3rd Floor, Near PVR Cinema Ticket Window, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_2d98d9c8ad214cfc8ac338142c9da98b.setContent(html_06e25c3c1dc84ef38dff7216bbe78b07);
        

        circle_marker_35ca24b6e1084e809a6a38eb43b23378.bindPopup(popup_2d98d9c8ad214cfc8ac338142c9da98b)
        ;

        
    
    
            var circle_marker_b2718cc3c0e44eb5aef868f6e1e76097 = L.circleMarker(
                [30.7255511222, 76.7257901654],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_cd54b79a2c274272b18af31e6679c9fc = L.popup({"maxWidth": "100%"});

        
            var html_5f5c7053a03d4f7eb5a1191da22f4f9c = $(`<div id="html_5f5c7053a03d4f7eb5a1191da22f4f9c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCF 34, Sector 54, Sahibzada Ajit Singh Nagar, Phase 2, Mohali</div>`)[0];
            popup_cd54b79a2c274272b18af31e6679c9fc.setContent(html_5f5c7053a03d4f7eb5a1191da22f4f9c);
        

        circle_marker_b2718cc3c0e44eb5aef868f6e1e76097.bindPopup(popup_cd54b79a2c274272b18af31e6679c9fc)
        ;

        
    
    
            var circle_marker_cccdab90e654406898f62d29cac3228c = L.circleMarker(
                [30.7118321399, 76.8361630663],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_0b73387284ec4f2c83949a81a3904de3 = L.popup({"maxWidth": "100%"});

        
            var html_022eb2de8f8842a68608f226981161c2 = $(`<div id="html_022eb2de8f8842a68608f226981161c2" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 1055/3, 1st Floor, H.S Complex, Gobindpura, Manimajra, Chandigarh</div>`)[0];
            popup_0b73387284ec4f2c83949a81a3904de3.setContent(html_022eb2de8f8842a68608f226981161c2);
        

        circle_marker_cccdab90e654406898f62d29cac3228c.bindPopup(popup_0b73387284ec4f2c83949a81a3904de3)
        ;

        
    
    
            var circle_marker_4e13f3a085da4e95a1836230d1091a6a = L.circleMarker(
                [30.7432845899, 76.7898540571],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_933b3c97447842a786200f03ff7fe84d = L.popup({"maxWidth": "100%"});

        
            var html_0220d62122484aba8c7b5a1eb2ad2917 = $(`<div id="html_0220d62122484aba8c7b5a1eb2ad2917" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 123, Sector 9 C, Near Sector 9, Chandigarh</div>`)[0];
            popup_933b3c97447842a786200f03ff7fe84d.setContent(html_0220d62122484aba8c7b5a1eb2ad2917);
        

        circle_marker_4e13f3a085da4e95a1836230d1091a6a.bindPopup(popup_933b3c97447842a786200f03ff7fe84d)
        ;

        
    
    
            var circle_marker_f5eba717aa09457294b037088cadaeb6 = L.circleMarker(
                [30.7543506831, 76.7877203599],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2847029d474a465f94f95095e5009d12 = L.popup({"maxWidth": "100%"});

        
            var html_5dec13e794da4e1b87021033de2e0e9d = $(`<div id="html_5dec13e794da4e1b87021033de2e0e9d" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 9, Main Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_2847029d474a465f94f95095e5009d12.setContent(html_5dec13e794da4e1b87021033de2e0e9d);
        

        circle_marker_f5eba717aa09457294b037088cadaeb6.bindPopup(popup_2847029d474a465f94f95095e5009d12)
        ;

        
    
    
            var circle_marker_54f3ea4731b4404b8a7918a5fefccf99 = L.circleMarker(
                [30.7408012076, 76.7973964289],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_71d69650ebb948829cef04d0e5e02ce8 = L.popup({"maxWidth": "100%"});

        
            var html_7524dc5704a944d5af455a8625003914 = $(`<div id="html_7524dc5704a944d5af455a8625003914" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 26, Sector 8, Chandigarh</div>`)[0];
            popup_71d69650ebb948829cef04d0e5e02ce8.setContent(html_7524dc5704a944d5af455a8625003914);
        

        circle_marker_54f3ea4731b4404b8a7918a5fefccf99.bindPopup(popup_71d69650ebb948829cef04d0e5e02ce8)
        ;

        
    
    
            var circle_marker_fb6ccea1dfb64050ba25f3941b3999d4 = L.circleMarker(
                [30.7315904066, 76.7726087943],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_7ac27996ace448baa2f2500be0d1b8b4 = L.popup({"maxWidth": "100%"});

        
            var html_cc19d6de659442d9a8f13f159d1488c1 = $(`<div id="html_cc19d6de659442d9a8f13f159d1488c1" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Bay Shop 44-45, Sector 22C, Sector 22, Chandigarh</div>`)[0];
            popup_7ac27996ace448baa2f2500be0d1b8b4.setContent(html_cc19d6de659442d9a8f13f159d1488c1);
        

        circle_marker_fb6ccea1dfb64050ba25f3941b3999d4.bindPopup(popup_7ac27996ace448baa2f2500be0d1b8b4)
        ;

        
    
    
            var circle_marker_b38a11d3676249be8fab69c3ff23b3d7 = L.circleMarker(
                [30.7449164179, 76.7441039532],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_9ef259644ffc429290cc04d0049cf5c8 = L.popup({"maxWidth": "100%"});

        
            var html_42500bddf4c5448bbc26f6204da55c9b = $(`<div id="html_42500bddf4c5448bbc26f6204da55c9b" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 238, Sector 38 C&amp;D, Near Sector 38, Chandigarh</div>`)[0];
            popup_9ef259644ffc429290cc04d0049cf5c8.setContent(html_42500bddf4c5448bbc26f6204da55c9b);
        

        circle_marker_b38a11d3676249be8fab69c3ff23b3d7.bindPopup(popup_9ef259644ffc429290cc04d0049cf5c8)
        ;

        
    
    
            var circle_marker_4218f3baefb8458492273ca6f0b2f1bb = L.circleMarker(
                [30.7245962725, 76.7686830461],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_3900e159cbf14e4ab9a833848558e19d = L.popup({"maxWidth": "100%"});

        
            var html_fb365cdde4b2407d9cf88cb27b7ed6b5 = $(`<div id="html_fb365cdde4b2407d9cf88cb27b7ed6b5" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 13-15, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_3900e159cbf14e4ab9a833848558e19d.setContent(html_fb365cdde4b2407d9cf88cb27b7ed6b5);
        

        circle_marker_4218f3baefb8458492273ca6f0b2f1bb.bindPopup(popup_3900e159cbf14e4ab9a833848558e19d)
        ;

        
    
    
            var circle_marker_355ee5fde4e34d78be7ee7e70d237923 = L.circleMarker(
                [30.7097869661, 76.8102133647],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_d3161ad37d264c9fa11b0b3f387def12 = L.popup({"maxWidth": "100%"});

        
            var html_1d9c868d65ff41f390a0ba93b36790b2 = $(`<div id="html_1d9c868d65ff41f390a0ba93b36790b2" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Godrej Eternia, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_d3161ad37d264c9fa11b0b3f387def12.setContent(html_1d9c868d65ff41f390a0ba93b36790b2);
        

        circle_marker_355ee5fde4e34d78be7ee7e70d237923.bindPopup(popup_d3161ad37d264c9fa11b0b3f387def12)
        ;

        
    
    
            var circle_marker_3df9f598ffee43278b628c0f41ddecfe = L.circleMarker(
                [30.705812085, 76.8011937663],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_d36c4d7b466b417485b73d94fbc2f2e3 = L.popup({"maxWidth": "100%"});

        
            var html_ac07fe2d50174a10aa002d4da53c896f = $(`<div id="html_ac07fe2d50174a10aa002d4da53c896f" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 3rd Floor, Opposite KFC, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_d36c4d7b466b417485b73d94fbc2f2e3.setContent(html_ac07fe2d50174a10aa002d4da53c896f);
        

        circle_marker_3df9f598ffee43278b628c0f41ddecfe.bindPopup(popup_d36c4d7b466b417485b73d94fbc2f2e3)
        ;

        
    
    
            var circle_marker_4b3c388f19eb4b1e83153dfaa2802969 = L.circleMarker(
                [30.7187488008, 76.8019310385],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_37c70d50d4dd42c2b1844c0763e38431 = L.popup({"maxWidth": "100%"});

        
            var html_bfb5524e5b064435899e6ad1e3f6a02c = $(`<div id="html_bfb5524e5b064435899e6ad1e3f6a02c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel White Palace, SCO 143, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_37c70d50d4dd42c2b1844c0763e38431.setContent(html_bfb5524e5b064435899e6ad1e3f6a02c);
        

        circle_marker_4b3c388f19eb4b1e83153dfaa2802969.bindPopup(popup_37c70d50d4dd42c2b1844c0763e38431)
        ;

        
    
    
            var circle_marker_99e85099211d4cc594c5aaecd55de84b = L.circleMarker(
                [30.7225724096, 76.7618896812],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_7a42948dd2eb4c6ca47a466ac8165299 = L.popup({"maxWidth": "100%"});

        
            var html_a68573089aae46728faecfac32c96373 = $(`<div id="html_a68573089aae46728faecfac32c96373" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 411 &amp; 412, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_7a42948dd2eb4c6ca47a466ac8165299.setContent(html_a68573089aae46728faecfac32c96373);
        

        circle_marker_99e85099211d4cc594c5aaecd55de84b.bindPopup(popup_7a42948dd2eb4c6ca47a466ac8165299)
        ;

        
    
    
            var circle_marker_9e661e9cd89245d9b24c57a90ef05e3d = L.circleMarker(
                [30.7213013, 76.7595234],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_0ae1c2d5b56941f89c376786d81e002b = L.popup({"maxWidth": "100%"});

        
            var html_0a59a9ad35e149aab28d1dfb2b6b8ce0 = $(`<div id="html_0a59a9ad35e149aab28d1dfb2b6b8ce0" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Ground Floor, SCO 497, Sector 35 C, Chandigarh</div>`)[0];
            popup_0ae1c2d5b56941f89c376786d81e002b.setContent(html_0a59a9ad35e149aab28d1dfb2b6b8ce0);
        

        circle_marker_9e661e9cd89245d9b24c57a90ef05e3d.bindPopup(popup_0ae1c2d5b56941f89c376786d81e002b)
        ;

        
    
    
            var circle_marker_16296525fd9c43aea79730c2cff1ae26 = L.circleMarker(
                [30.7221939753, 76.7611668259],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_c7964519c10d4513a1d367e05dc4f87f = L.popup({"maxWidth": "100%"});

        
            var html_ea139d514a6f48c4bbe223259c3623d2 = $(`<div id="html_ea139d514a6f48c4bbe223259c3623d2" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 425 &amp; 426, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_c7964519c10d4513a1d367e05dc4f87f.setContent(html_ea139d514a6f48c4bbe223259c3623d2);
        

        circle_marker_16296525fd9c43aea79730c2cff1ae26.bindPopup(popup_c7964519c10d4513a1d367e05dc4f87f)
        ;

        
    
    
            var circle_marker_c143baadc70449939d29ea3b5e153aae = L.circleMarker(
                [30.7160561007, 76.804971993],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2f294b37ff0e41bdb400a855a2bec075 = L.popup({"maxWidth": "100%"});

        
            var html_0f231ba0b8284ba68ce7d94b9188ca12 = $(`<div id="html_0f231ba0b8284ba68ce7d94b9188ca12" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 14 &amp; 15, Sector 28 C, Sector 28, Chandigarh</div>`)[0];
            popup_2f294b37ff0e41bdb400a855a2bec075.setContent(html_0f231ba0b8284ba68ce7d94b9188ca12);
        

        circle_marker_c143baadc70449939d29ea3b5e153aae.bindPopup(popup_2f294b37ff0e41bdb400a855a2bec075)
        ;

        
    
    
            var circle_marker_3c7520cc87c04a729b7c58bbcf10b7ad = L.circleMarker(
                [30.7701366457, 76.7942461744],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_df93af4ad4f24591bd6438a6b0ceede9 = L.popup({"maxWidth": "100%"});

        
            var html_13cd891a59aa488e8d0cd9ba6db18275 = $(`<div id="html_13cd891a59aa488e8d0cd9ba6db18275" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Main Road, Nayagaon, Chandigarh</div>`)[0];
            popup_df93af4ad4f24591bd6438a6b0ceede9.setContent(html_13cd891a59aa488e8d0cd9ba6db18275);
        

        circle_marker_3c7520cc87c04a729b7c58bbcf10b7ad.bindPopup(popup_df93af4ad4f24591bd6438a6b0ceede9)
        ;

        
    
    
            var circle_marker_a883044d193c41c599780193d7e28bb1 = L.circleMarker(
                [30.705694, 76.801344],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_d464cae93eac4debbbc591d63af2ec2d = L.popup({"maxWidth": "100%"});

        
            var html_fc3551c2828048f39409ce0404902f41 = $(`<div id="html_fc3551c2828048f39409ce0404902f41" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Unit 38, Third Flour, Plot 178-178-A, Industrial And Business Park, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_d464cae93eac4debbbc591d63af2ec2d.setContent(html_fc3551c2828048f39409ce0404902f41);
        

        circle_marker_a883044d193c41c599780193d7e28bb1.bindPopup(popup_d464cae93eac4debbbc591d63af2ec2d)
        ;

        
    
    
            var circle_marker_678e7294b78d4e5bb47d911a69a88c53 = L.circleMarker(
                [30.7376411277, 76.7657567561],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_e85977c47f6a42c3a72d9bb85d80b2f2 = L.popup({"maxWidth": "100%"});

        
            var html_89339e8c50e1463387f5ad8f7d03370c = $(`<div id="html_89339e8c50e1463387f5ad8f7d03370c" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 14, Sector 23, Chandigarh</div>`)[0];
            popup_e85977c47f6a42c3a72d9bb85d80b2f2.setContent(html_89339e8c50e1463387f5ad8f7d03370c);
        

        circle_marker_678e7294b78d4e5bb47d911a69a88c53.bindPopup(popup_e85977c47f6a42c3a72d9bb85d80b2f2)
        ;

        
    
    
            var circle_marker_0d39f9b708074a079e5ffbc6d2dbcd80 = L.circleMarker(
                [30.746915031, 76.7760115117],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_50056a1d98f04bd880c4d78fd162107e = L.popup({"maxWidth": "100%"});

        
            var html_bfa69c8996f2456aae60e81b1f0eb331 = $(`<div id="html_bfa69c8996f2456aae60e81b1f0eb331" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 8, 1st Floor, Sector 16, Chandigarh</div>`)[0];
            popup_50056a1d98f04bd880c4d78fd162107e.setContent(html_bfa69c8996f2456aae60e81b1f0eb331);
        

        circle_marker_0d39f9b708074a079e5ffbc6d2dbcd80.bindPopup(popup_50056a1d98f04bd880c4d78fd162107e)
        ;

        
    
    
            var circle_marker_c7791bcf245c4c349c88b4fcdc8c1f11 = L.circleMarker(
                [30.7216296358, 76.7716364935],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_0216dfb4d14b43dfb5f607b0682dfee8 = L.popup({"maxWidth": "100%"});

        
            var html_5caf0c1c4a44496c918cf0428344b576 = $(`<div id="html_5caf0c1c4a44496c918cf0428344b576" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, The Toy Hotel, SCO 165-167, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_0216dfb4d14b43dfb5f607b0682dfee8.setContent(html_5caf0c1c4a44496c918cf0428344b576);
        

        circle_marker_c7791bcf245c4c349c88b4fcdc8c1f11.bindPopup(popup_0216dfb4d14b43dfb5f607b0682dfee8)
        ;

        
    
    
            var circle_marker_d1d35e51b56e4a45a7c3d482e696839b = L.circleMarker(
                [30.7048460855, 76.8012517691],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a33d8ccdb8e9490ea12cd0f17ef842df = L.popup({"maxWidth": "100%"});

        
            var html_23dea75f2c914a3f9a457aa5701436ea = $(`<div id="html_23dea75f2c914a3f9a457aa5701436ea" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 45, Courtyard, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_a33d8ccdb8e9490ea12cd0f17ef842df.setContent(html_23dea75f2c914a3f9a457aa5701436ea);
        

        circle_marker_d1d35e51b56e4a45a7c3d482e696839b.bindPopup(popup_a33d8ccdb8e9490ea12cd0f17ef842df)
        ;

        
    
    
            var circle_marker_756b73ce3c164291b3ae24c6313fe321 = L.circleMarker(
                [30.7071113118, 76.7966980487],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_55fce521ce8a42a89bb5547c82515fcd = L.popup({"maxWidth": "100%"});

        
            var html_78134dbb01d043b4be5ccb22bbd4e8b2 = $(`<div id="html_78134dbb01d043b4be5ccb22bbd4e8b2" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, G2, Plot 177D, Ground Floor, Centra Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_55fce521ce8a42a89bb5547c82515fcd.setContent(html_78134dbb01d043b4be5ccb22bbd4e8b2);
        

        circle_marker_756b73ce3c164291b3ae24c6313fe321.bindPopup(popup_55fce521ce8a42a89bb5547c82515fcd)
        ;

        
    
    
            var circle_marker_c731ab7d3bb04ce3bc59b9b396097892 = L.circleMarker(
                [30.7462710188, 76.767296344],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_bdb82878a1544a11939b3018950d700f = L.popup({"maxWidth": "100%"});

        
            var html_8e4440fb0b8647358db9c58e5b058d0f = $(`<div id="html_8e4440fb0b8647358db9c58e5b058d0f" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Hotel Parkview, Udyan Path, Sector 24, Chandigarh</div>`)[0];
            popup_bdb82878a1544a11939b3018950d700f.setContent(html_8e4440fb0b8647358db9c58e5b058d0f);
        

        circle_marker_c731ab7d3bb04ce3bc59b9b396097892.bindPopup(popup_bdb82878a1544a11939b3018950d700f)
        ;

        
    
    
            var circle_marker_b3fe0a43133a4ad0b408b543b91361ef = L.circleMarker(
                [30.7226438882, 76.7620817944],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_1f9efb26ecaa4306ace048f9c2fd7387 = L.popup({"maxWidth": "100%"});

        
            var html_91104dc6646949b4bfe57773de122900 = $(`<div id="html_91104dc6646949b4bfe57773de122900" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 405-406, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_1f9efb26ecaa4306ace048f9c2fd7387.setContent(html_91104dc6646949b4bfe57773de122900);
        

        circle_marker_b3fe0a43133a4ad0b408b543b91361ef.bindPopup(popup_1f9efb26ecaa4306ace048f9c2fd7387)
        ;

        
    
    
            var circle_marker_c3a1cc69ad404e07ba5b9e3afd36cc1a = L.circleMarker(
                [30.7431650041, 76.7448033392],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_200aeac02f8642a1a085dfde65384e11 = L.popup({"maxWidth": "100%"});

        
            var html_31210d0730db474c964a8c0e42b297e1 = $(`<div id="html_31210d0730db474c964a8c0e42b297e1" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 80, Sector 38 C, Sector 38, Chandigarh</div>`)[0];
            popup_200aeac02f8642a1a085dfde65384e11.setContent(html_31210d0730db474c964a8c0e42b297e1);
        

        circle_marker_c3a1cc69ad404e07ba5b9e3afd36cc1a.bindPopup(popup_200aeac02f8642a1a085dfde65384e11)
        ;

        
    
    
            var circle_marker_9967daf4547a4340bde65020da063020 = L.circleMarker(
                [30.7139628794, 76.8426352367],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_a33e2387edeb4cc7806af90c33a50e4e = L.popup({"maxWidth": "100%"});

        
            var html_ac59d0ae0ace4003a2c3e643bc671e73 = $(`<div id="html_ac59d0ae0ace4003a2c3e643bc671e73" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 902, Behind Local Bus Stand, Near Fun Republic Cinemas, Manimajra, Chandigarh</div>`)[0];
            popup_a33e2387edeb4cc7806af90c33a50e4e.setContent(html_ac59d0ae0ace4003a2c3e643bc671e73);
        

        circle_marker_9967daf4547a4340bde65020da063020.bindPopup(popup_a33e2387edeb4cc7806af90c33a50e4e)
        ;

        
    
    
            var circle_marker_77cbc0d740b1469f926c20667e96eba8 = L.circleMarker(
                [30.7216296358, 76.7716364935],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_6224422462e3457c91919dc07d76abb6 = L.popup({"maxWidth": "100%"});

        
            var html_1107725503a043c98bb5ab27f70b375b = $(`<div id="html_1107725503a043c98bb5ab27f70b375b" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, The Toy Hotel, SCO 165-167, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_6224422462e3457c91919dc07d76abb6.setContent(html_1107725503a043c98bb5ab27f70b375b);
        

        circle_marker_77cbc0d740b1469f926c20667e96eba8.bindPopup(popup_6224422462e3457c91919dc07d76abb6)
        ;

        
    
    
            var circle_marker_1658fea181d741fda3167cd930ecb425 = L.circleMarker(
                [30.7055445696, 76.7584809288],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_39107c1af9d94d7ab07be1e5a06909f5 = L.popup({"maxWidth": "100%"});

        
            var html_b7900d71b6fd4a899ad78cd5ac2defdc = $(`<div id="html_b7900d71b6fd4a899ad78cd5ac2defdc" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, SCO 537, Kesho Ram Complex, Village Burail, Sector 45, Near Sector 46, Chandigarh</div>`)[0];
            popup_39107c1af9d94d7ab07be1e5a06909f5.setContent(html_b7900d71b6fd4a899ad78cd5ac2defdc);
        

        circle_marker_1658fea181d741fda3167cd930ecb425.bindPopup(popup_39107c1af9d94d7ab07be1e5a06909f5)
        ;

        
    
    
            var circle_marker_45cb62af9b7843c0a137ffb8c6aad6c1 = L.circleMarker(
                [30.7171502534, 76.7675243318],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_5c70f02ba4054cebbff58a6da31a1562 = L.popup({"maxWidth": "100%"});

        
            var html_34e29dfba91c4c45a63a621569d19925 = $(`<div id="html_34e29dfba91c4c45a63a621569d19925" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 245, Near Furniture Market, Sector 34 C, Sector 34, Chandigarh</div>`)[0];
            popup_5c70f02ba4054cebbff58a6da31a1562.setContent(html_34e29dfba91c4c45a63a621569d19925);
        

        circle_marker_45cb62af9b7843c0a137ffb8c6aad6c1.bindPopup(popup_5c70f02ba4054cebbff58a6da31a1562)
        ;

        
    
    
            var circle_marker_086e353ddfa04ae0a78d5b83225354aa = L.circleMarker(
                [30.7071113118, 76.7966980487],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_febd942b5f2b43a1888de39279759b6c = L.popup({"maxWidth": "100%"});

        
            var html_4304150523724448ac78349550de7170 = $(`<div id="html_4304150523724448ac78349550de7170" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, G2, Plot 177D, Ground Floor, Centra Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_febd942b5f2b43a1888de39279759b6c.setContent(html_4304150523724448ac78349550de7170);
        

        circle_marker_086e353ddfa04ae0a78d5b83225354aa.bindPopup(popup_febd942b5f2b43a1888de39279759b6c)
        ;

        
    
    
            var circle_marker_14c9c49523da4f708d436ad86e6567e1 = L.circleMarker(
                [30.7151412228, 76.7516885698],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_9fb323451a4a45fcb47aa6872b785f95 = L.popup({"maxWidth": "100%"});

        
            var html_8d8f7ef890a044b7a4e1b7a752153c7d = $(`<div id="html_8d8f7ef890a044b7a4e1b7a752153c7d" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Booth 424, Sector 44 D, Sector 44, Chandigarh</div>`)[0];
            popup_9fb323451a4a45fcb47aa6872b785f95.setContent(html_8d8f7ef890a044b7a4e1b7a752153c7d);
        

        circle_marker_14c9c49523da4f708d436ad86e6567e1.bindPopup(popup_9fb323451a4a45fcb47aa6872b785f95)
        ;

        
    
    
            var circle_marker_98bfd93700324699be5bc713d5ae6aa5 = L.circleMarker(
                [30.7663212625, 76.7834727466],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_96fd3bd0292a4bbea08618424f07f00a = L.popup({"maxWidth": "100%"});

        
            var html_e835e99473ce4571b0af2b821f21bcf0 = $(`<div id="html_e835e99473ce4571b0af2b821f21bcf0" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Shop 113, PEC Market, Sector 12, Chandigarh</div>`)[0];
            popup_96fd3bd0292a4bbea08618424f07f00a.setContent(html_e835e99473ce4571b0af2b821f21bcf0);
        

        circle_marker_98bfd93700324699be5bc713d5ae6aa5.bindPopup(popup_96fd3bd0292a4bbea08618424f07f00a)
        ;

        
    
    
            var circle_marker_114225f9b3514f5e80f034f01c8e6d41 = L.circleMarker(
                [30.7051389709, 76.8017794937],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_33b2bb1652e747e5a2c01e4d8797a108 = L.popup({"maxWidth": "100%"});

        
            var html_4f8a827022c347ff9056243b40713803 = $(`<div id="html_4f8a827022c347ff9056243b40713803" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, 178-178A, 3rd Floor, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_33b2bb1652e747e5a2c01e4d8797a108.setContent(html_4f8a827022c347ff9056243b40713803);
        

        circle_marker_114225f9b3514f5e80f034f01c8e6d41.bindPopup(popup_33b2bb1652e747e5a2c01e4d8797a108)
        ;

        
    
    
            var circle_marker_448f232941d3450cb57400f8368df479 = L.circleMarker(
                [30.7055261202, 76.8034800142],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#cc3535", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_8ed06ffecb584f4aa8943925b40d3d38);
        
    
        var popup_2ffdb875ae144a709292b3a513c65aa1 = L.popup({"maxWidth": "100%"});

        
            var html_92e83eb1966141bd9fe0622772b44993 = $(`<div id="html_92e83eb1966141bd9fe0622772b44993" style="width: 100.0%; height: 100.0%;">Citrus @ lemontree, Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_2ffdb875ae144a709292b3a513c65aa1.setContent(html_92e83eb1966141bd9fe0622772b44993);
        

        circle_marker_448f232941d3450cb57400f8368df479.bindPopup(popup_2ffdb875ae144a709292b3a513c65aa1)
        ;

        
    
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x1134a0550>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "\n",
    "for venue, address, latitude, longitude in zip(zomato_venues['venue'], zomato_venues['address'], \n",
    "                                               zomato_venues['latitude'], zomato_venues['longitude']):\n",
    "    label = '{}, {}'.format(name, address)\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    folium.CircleMarker(\n",
    "        [latitude, longitude],\n",
    "        radius = 5,\n",
    "        popup = label,\n",
    "        color = 'red',\n",
    "        fill = True,\n",
    "        fill_color = '#cc3535',\n",
    "        fill_opacity = 0.7,\n",
    "        parse_html = False).add_to(chandigarh_map)  \n",
    "\n",
    "chandigarh_map.save(\"maps/Venues by Zomato.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see that there are many venues identified by both Foursquare and Zomato. There is a lot of overlapping between the two near Sector 35, Sector 17, Sector 26 and Elante Mall. However, there are others where the data does not match just like the red dots in the bottom right on the second map.\n",
    "\n",
    "To combine the two datasets, I'll have to check that the latitude and longitude values of each corresponding venue match. Thus, I'll round both the latitude and longitude values upto 4 decimal places. Then, I'll calculate the difference between the corresponding latitude and longitude values and see if the difference is less than 0.0004 which should ideally mean that the two locations are same."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "foursquare_venues['lat'] = foursquare_venues['lat'].apply(lambda lat: round(float(lat), 4))\n",
    "foursquare_venues['lng'] = foursquare_venues['lng'].apply(lambda lng: round(float(lng), 4))\n",
    "zomato_venues['latitude'] = zomato_venues['latitude'].apply(lambda lat: round(float(lat), 4))\n",
    "zomato_venues['longitude'] = zomato_venues['longitude'].apply(lambda lng: round(float(lng), 4))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = pd.concat([foursquare_venues, zomato_venues], axis = 1)\n",
    "dataset['lat_diff'] = dataset['latitude'] - dataset['lat']\n",
    "dataset['lng_diff'] = dataset['longitude'] - dataset['lng']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "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>name</th>\n",
       "      <th>categories</th>\n",
       "      <th>lat</th>\n",
       "      <th>lng</th>\n",
       "      <th>venue</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>price_for_two</th>\n",
       "      <th>price_range</th>\n",
       "      <th>rating</th>\n",
       "      <th>address</th>\n",
       "      <th>lat_diff</th>\n",
       "      <th>lng_diff</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Coffee Bean &amp; Tea Leaf</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>30.7297</td>\n",
       "      <td>76.7732</td>\n",
       "      <td>Starbucks Coffee</td>\n",
       "      <td>30.7298</td>\n",
       "      <td>76.7732</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>Hotel Aquamarine, Sector 22C, Near Sector 22, ...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Aroma 22</td>\n",
       "      <td>Hotel Bar</td>\n",
       "      <td>30.7301</td>\n",
       "      <td>76.7736</td>\n",
       "      <td>Sundarams</td>\n",
       "      <td>30.7302</td>\n",
       "      <td>76.7735</td>\n",
       "      <td>350.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Hotel Aroma Complex, Himalaya Marg, Sector 22 ...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Backpackers Cafe</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>30.7477</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>Backpackers Cafe</td>\n",
       "      <td>30.7475</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>1200.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...</td>\n",
       "      <td>-0.0002</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Softy Corner</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>30.7404</td>\n",
       "      <td>76.7816</td>\n",
       "      <td>Softy Corner</td>\n",
       "      <td>30.7405</td>\n",
       "      <td>76.7816</td>\n",
       "      <td>300.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 87, Sector 17, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Hot Millions 2</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>30.7406</td>\n",
       "      <td>76.7825</td>\n",
       "      <td>Hot Millions</td>\n",
       "      <td>30.7408</td>\n",
       "      <td>76.7822</td>\n",
       "      <td>800.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>-0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Nik Bakers</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>30.7214</td>\n",
       "      <td>76.7602</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7601</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Mainland China</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>30.7255</td>\n",
       "      <td>76.8052</td>\n",
       "      <td>Mainland China</td>\n",
       "      <td>30.7256</td>\n",
       "      <td>76.8052</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>SCO 40, Madhya Marg, Sector 26, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Nik Bakers</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>30.7478</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7480</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>Booth 31-34, Inner Market, Sector 9 D, Sector ...</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Pal Dhaba (Since 1960)</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7194</td>\n",
       "      <td>76.8017</td>\n",
       "      <td>Old Pal Dhaba</td>\n",
       "      <td>30.7194</td>\n",
       "      <td>76.8017</td>\n",
       "      <td>800.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Booth 165-166, Sector 28 D, Sector 28, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Indian Coffee House</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>30.7403</td>\n",
       "      <td>76.7809</td>\n",
       "      <td>Indian Coffee House</td>\n",
       "      <td>30.7403</td>\n",
       "      <td>76.7806</td>\n",
       "      <td>200.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 12, Sector 17 C, Sector 17, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Sector 36</td>\n",
       "      <td>Plaza</td>\n",
       "      <td>30.7343</td>\n",
       "      <td>76.7534</td>\n",
       "      <td>United Taste of Burgers</td>\n",
       "      <td>30.7342</td>\n",
       "      <td>76.7534</td>\n",
       "      <td>250.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>Booth 158, Sector 36, Chandigarh</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Stu c, Panjab University</td>\n",
       "      <td>Food Court</td>\n",
       "      <td>30.7623</td>\n",
       "      <td>76.7699</td>\n",
       "      <td>Fresh Bite</td>\n",
       "      <td>30.7622</td>\n",
       "      <td>76.7698</td>\n",
       "      <td>150.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>Inner Punjab University, Near Student Centre, ...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Elante Mall</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>30.7056</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>Pizza Hut</td>\n",
       "      <td>30.7058</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>900.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>320, 3rd Floor, Elante Mall, Phase 1, Chandiga...</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>The Willow Cafe</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7548</td>\n",
       "      <td>76.7874</td>\n",
       "      <td>The Willow Cafe</td>\n",
       "      <td>30.7549</td>\n",
       "      <td>76.7877</td>\n",
       "      <td>1300.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Monica's Puddings &amp; Pies</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>30.7410</td>\n",
       "      <td>76.7973</td>\n",
       "      <td>Monica's Puddings &amp; Pies</td>\n",
       "      <td>30.7410</td>\n",
       "      <td>76.7974</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Booth 20 &amp; 21, Inner Market, Sector 8 B, Secto...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Casa Bella Vista Pizzeria</td>\n",
       "      <td>Spanish Restaurant</td>\n",
       "      <td>30.7548</td>\n",
       "      <td>76.7872</td>\n",
       "      <td>Casa Bella Vista Pizzeria</td>\n",
       "      <td>30.7547</td>\n",
       "      <td>76.7873</td>\n",
       "      <td>1400.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>Coal Depot, Backide Market, Sector 10 D, Chand...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Virgin Courtyard</td>\n",
       "      <td>Cuban Restaurant</td>\n",
       "      <td>30.7347</td>\n",
       "      <td>76.7973</td>\n",
       "      <td>Virgin Courtyard</td>\n",
       "      <td>30.7348</td>\n",
       "      <td>76.7977</td>\n",
       "      <td>2200.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>SCO 1A, Backside, Madhya Marg, Sector 7C, Sect...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Cafe Nomad</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7331</td>\n",
       "      <td>76.8033</td>\n",
       "      <td>Cafe Nomad</td>\n",
       "      <td>30.7332</td>\n",
       "      <td>76.8032</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>178, Inner Market, Sector 7, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Piccadily Square</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>30.7235</td>\n",
       "      <td>76.7675</td>\n",
       "      <td>FROYO  -  Frozen Yogurt &amp; Treats</td>\n",
       "      <td>30.7235</td>\n",
       "      <td>76.7675</td>\n",
       "      <td>300.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>2nd Floor, Piccadily Cinema, Sector 34, Chandi...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Zara</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>30.7059</td>\n",
       "      <td>76.8008</td>\n",
       "      <td>The Pizza Kitchen</td>\n",
       "      <td>30.7060</td>\n",
       "      <td>76.8007</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Kf 8, 1st Floor, Opposite Zara Kids, Elante Ma...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Barista</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7222</td>\n",
       "      <td>76.7615</td>\n",
       "      <td>Barista</td>\n",
       "      <td>30.7222</td>\n",
       "      <td>76.7614</td>\n",
       "      <td>600.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>SCO 422, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Peddlers</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>30.7208</td>\n",
       "      <td>76.7590</td>\n",
       "      <td>Peddlers</td>\n",
       "      <td>30.7208</td>\n",
       "      <td>76.7590</td>\n",
       "      <td>2200.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Se...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Hotel Shivalik View</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>30.7399</td>\n",
       "      <td>76.7765</td>\n",
       "      <td>Cloud 9 - Hotel Shivalik View</td>\n",
       "      <td>30.7395</td>\n",
       "      <td>76.7767</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>Hotel Shivalik View, Sector 17, Chandigarh</td>\n",
       "      <td>-0.0004</td>\n",
       "      <td>0.0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Ovenfresh</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>30.7218</td>\n",
       "      <td>76.7607</td>\n",
       "      <td>OvenFresh</td>\n",
       "      <td>30.7217</td>\n",
       "      <td>76.7604</td>\n",
       "      <td>1600.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>-0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>PVR Cinemas</td>\n",
       "      <td>Multiplex</td>\n",
       "      <td>30.7052</td>\n",
       "      <td>76.8018</td>\n",
       "      <td>Cinnabon</td>\n",
       "      <td>30.7051</td>\n",
       "      <td>76.8018</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>302 B&amp;C, Next to PVR, Third Floor, Elante Mall...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Giani's - 35/B</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>30.7247</td>\n",
       "      <td>76.7653</td>\n",
       "      <td>Pashtun</td>\n",
       "      <td>30.7247</td>\n",
       "      <td>76.7653</td>\n",
       "      <td>950.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>SCO 333 &amp; 334, Sector 35 B, Sector 35, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Classic 44</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>30.7147</td>\n",
       "      <td>76.7518</td>\n",
       "      <td>Classic 44</td>\n",
       "      <td>30.7149</td>\n",
       "      <td>76.7518</td>\n",
       "      <td>200.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>SCO 413, Sector 44 D, Sector 44, Chandigarh</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Backpackers cafe, Elante</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7052</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>Barcelos</td>\n",
       "      <td>30.7053</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>306, 3rd Floor, Elante Mall, Phase 1, Chandiga...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Subway</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>30.7595</td>\n",
       "      <td>76.7829</td>\n",
       "      <td>Subway</td>\n",
       "      <td>30.7595</td>\n",
       "      <td>76.7829</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>Booth 41, Sector 11 D, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Tehal Singh's Dhabha</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7311</td>\n",
       "      <td>76.7754</td>\n",
       "      <td>Tehal Singh's Dhaba</td>\n",
       "      <td>30.7310</td>\n",
       "      <td>76.7755</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>SCO 1121, Sector 22 B, Sector 22, Chandigarh</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Underdoggs Sports Bar &amp; Grill</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>30.7055</td>\n",
       "      <td>76.8008</td>\n",
       "      <td>The Brew Estate</td>\n",
       "      <td>30.7057</td>\n",
       "      <td>76.8006</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>3rd Floor, #308, Elante Mall, Phase 1, Chandig...</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>-0.0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Nandos- Elante</td>\n",
       "      <td>Portuguese Restaurant</td>\n",
       "      <td>30.7060</td>\n",
       "      <td>76.8009</td>\n",
       "      <td>Sagar Ratna</td>\n",
       "      <td>30.7061</td>\n",
       "      <td>76.8009</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>Third Floor, Elante Mall, Chandigarh Industria...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>The Coffee Bean &amp; Tea Leaf</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7048</td>\n",
       "      <td>76.8010</td>\n",
       "      <td>The Coffee Bean &amp; Tea Leaf</td>\n",
       "      <td>30.7048</td>\n",
       "      <td>76.8013</td>\n",
       "      <td>900.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>Shop 45, Courtyard, Elante Mall, Phase 1, Chan...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>10 Downing Street, The Altius Hotel</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>30.7007</td>\n",
       "      <td>76.7923</td>\n",
       "      <td>Kings Cross</td>\n",
       "      <td>30.7008</td>\n",
       "      <td>76.7922</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.9</td>\n",
       "      <td>The Altius Hotel, 25/9, Phase 2, Chandigarh In...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>KFC</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>30.7400</td>\n",
       "      <td>76.7920</td>\n",
       "      <td>KFC</td>\n",
       "      <td>30.7399</td>\n",
       "      <td>76.7921</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 123, Madhya Marg, Sector 8 C, Sector 8, Ch...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Brooklyn Central</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>30.7049</td>\n",
       "      <td>76.8010</td>\n",
       "      <td>Brooklyn Central</td>\n",
       "      <td>30.7052</td>\n",
       "      <td>76.8010</td>\n",
       "      <td>1300.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>51A, Courtyard, Ground Floor, Elante Mall, Pha...</td>\n",
       "      <td>0.0003</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Café Coffee Day</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7378</td>\n",
       "      <td>76.7664</td>\n",
       "      <td>Cafe Coffee Day</td>\n",
       "      <td>30.7381</td>\n",
       "      <td>76.7663</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>SCO 27, Sector 23, Chandigarh</td>\n",
       "      <td>0.0003</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Sector 37</td>\n",
       "      <td>Residential Building (Apartment / Condo)</td>\n",
       "      <td>30.7390</td>\n",
       "      <td>76.7484</td>\n",
       "      <td>The Roll Bar</td>\n",
       "      <td>30.7387</td>\n",
       "      <td>76.7486</td>\n",
       "      <td>350.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>Booth 255, Sector 37C, Sector 37, Chandigarh</td>\n",
       "      <td>-0.0003</td>\n",
       "      <td>0.0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Cafe Coffee Day</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7189</td>\n",
       "      <td>76.8020</td>\n",
       "      <td>Cafe Coffee Day</td>\n",
       "      <td>30.7187</td>\n",
       "      <td>76.8019</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>Hotel White Palace, SCO 143, Sector 28 D, Sect...</td>\n",
       "      <td>-0.0002</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Sagar Ratna</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7378</td>\n",
       "      <td>76.7836</td>\n",
       "      <td>Sagar Ratna</td>\n",
       "      <td>30.7379</td>\n",
       "      <td>76.7835</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 47, Sector 17 E, Sector 17, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>cafe coffee day</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>30.7300</td>\n",
       "      <td>76.7913</td>\n",
       "      <td>Cafe Coffee Day</td>\n",
       "      <td>30.7297</td>\n",
       "      <td>76.7912</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.5</td>\n",
       "      <td>SCF 31, Sector 19 D, Sector 19, Chandigarh</td>\n",
       "      <td>-0.0003</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Sindhi Sweets</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>30.7382</td>\n",
       "      <td>76.7838</td>\n",
       "      <td>Sindhi Sweets</td>\n",
       "      <td>30.7383</td>\n",
       "      <td>76.7841</td>\n",
       "      <td>400.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>SCO 108 &amp; 109, Sector 17 C, Sector 17, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Swagath</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7286</td>\n",
       "      <td>76.8026</td>\n",
       "      <td>Swagath Restaurant &amp; Bar</td>\n",
       "      <td>30.7286</td>\n",
       "      <td>76.8027</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.2</td>\n",
       "      <td>SCO 7, Madhya Marg, Sector 26, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>City Emporium</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>30.7096</td>\n",
       "      <td>76.8010</td>\n",
       "      <td>The Billionaires Club</td>\n",
       "      <td>30.7096</td>\n",
       "      <td>76.8010</td>\n",
       "      <td>1700.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>4th Floor, City Emporium Mall, Phase 1, Chandi...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>LEMON TREE HOTEL, CHANDIGARH</td>\n",
       "      <td>Bed &amp; Breakfast</td>\n",
       "      <td>30.7055</td>\n",
       "      <td>76.8032</td>\n",
       "      <td>Slounge - Lemon Tree Hotel</td>\n",
       "      <td>30.7055</td>\n",
       "      <td>76.8034</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigar...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Subway</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>30.7463</td>\n",
       "      <td>76.7435</td>\n",
       "      <td>Subway</td>\n",
       "      <td>30.7461</td>\n",
       "      <td>76.7434</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>SCO 314, Sector 38 D, Sector 38, Chandigarh</td>\n",
       "      <td>-0.0002</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Bakes And Beans</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7544</td>\n",
       "      <td>76.7878</td>\n",
       "      <td>Bakes &amp; Beans</td>\n",
       "      <td>30.7544</td>\n",
       "      <td>76.7877</td>\n",
       "      <td>600.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>9, Main Market, Sector 10 D, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Arabic Infusion</td>\n",
       "      <td>Hookah Bar</td>\n",
       "      <td>30.7404</td>\n",
       "      <td>76.7977</td>\n",
       "      <td>Shawarma Souk &amp; Grill</td>\n",
       "      <td>30.7408</td>\n",
       "      <td>76.7974</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>Booth 26, Sector 8, Chandigarh</td>\n",
       "      <td>0.0004</td>\n",
       "      <td>-0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Domino's Pizza</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>30.7247</td>\n",
       "      <td>76.7688</td>\n",
       "      <td>Domino's Pizza</td>\n",
       "      <td>30.7246</td>\n",
       "      <td>76.7687</td>\n",
       "      <td>400.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 13-15, Sector 34 A, Sector 34, Chandigarh</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>KFC</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>30.7057</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>Super Donuts</td>\n",
       "      <td>30.7058</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>450.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3rd Floor, Opposite KFC, Elante Mall, Chandiga...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Cafe Coffee Day</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7225</td>\n",
       "      <td>76.7619</td>\n",
       "      <td>Cafe Coffee Day Lounge</td>\n",
       "      <td>30.7226</td>\n",
       "      <td>76.7619</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>SCO 411 &amp; 412, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>KFC</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>30.7220</td>\n",
       "      <td>76.7612</td>\n",
       "      <td>KFC</td>\n",
       "      <td>30.7222</td>\n",
       "      <td>76.7612</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 425 &amp; 426, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Deluxe Dhaba</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>30.7161</td>\n",
       "      <td>76.8050</td>\n",
       "      <td>Deluxe Dhaba</td>\n",
       "      <td>30.7161</td>\n",
       "      <td>76.8050</td>\n",
       "      <td>700.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>SCO 14 &amp; 15, Sector 28 C, Sector 28, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Pizza Hut</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>30.7056</td>\n",
       "      <td>76.8014</td>\n",
       "      <td>Pizza Hut</td>\n",
       "      <td>30.7057</td>\n",
       "      <td>76.8013</td>\n",
       "      <td>800.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>Unit 38, Third Flour, Plot 178-178-A, Industri...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Sector 23</td>\n",
       "      <td>Shop &amp; Service</td>\n",
       "      <td>30.7378</td>\n",
       "      <td>76.7655</td>\n",
       "      <td>New Krishna Sweet</td>\n",
       "      <td>30.7376</td>\n",
       "      <td>76.7658</td>\n",
       "      <td>200.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>SCO 14, Sector 23, Chandigarh</td>\n",
       "      <td>-0.0002</td>\n",
       "      <td>0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Books and Brew</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7472</td>\n",
       "      <td>76.7759</td>\n",
       "      <td>Books N Brew</td>\n",
       "      <td>30.7469</td>\n",
       "      <td>76.7760</td>\n",
       "      <td>600.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>SCO 8, 1st Floor, Sector 16, Chandigarh</td>\n",
       "      <td>-0.0003</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>The Toy</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7717</td>\n",
       "      <td>The Back Room</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7716</td>\n",
       "      <td>1600.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>The Toy Hotel, SCO 165-167, Sector 34 A, Secto...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Mocha</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7049</td>\n",
       "      <td>76.8009</td>\n",
       "      <td>The Coffee Bean &amp; Tea Leaf</td>\n",
       "      <td>30.7048</td>\n",
       "      <td>76.8013</td>\n",
       "      <td>900.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>Shop 45, Courtyard, Elante Mall, Phase 1, Chan...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Café Coffee Day</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7070</td>\n",
       "      <td>76.7964</td>\n",
       "      <td>The Tipsy Bulls</td>\n",
       "      <td>30.7071</td>\n",
       "      <td>76.7967</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>G2, Plot 177D, Ground Floor, Centra Mall, Phas...</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Park View Hotel</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>30.7460</td>\n",
       "      <td>76.7676</td>\n",
       "      <td>The Palms</td>\n",
       "      <td>30.7463</td>\n",
       "      <td>76.7673</td>\n",
       "      <td>900.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.2</td>\n",
       "      <td>Hotel Parkview, Udyan Path, Sector 24, Chandigarh</td>\n",
       "      <td>0.0003</td>\n",
       "      <td>-0.0003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>SOYA EXPRESS - CHANDIGARH</td>\n",
       "      <td>Snack Place</td>\n",
       "      <td>30.7170</td>\n",
       "      <td>76.7676</td>\n",
       "      <td>Wah Ji Wah</td>\n",
       "      <td>30.7172</td>\n",
       "      <td>76.7675</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>Shop 245, Near Furniture Market, Sector 34 C, ...</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>-0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Centra Mall</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>30.7069</td>\n",
       "      <td>76.7966</td>\n",
       "      <td>The Tipsy Bulls</td>\n",
       "      <td>30.7071</td>\n",
       "      <td>76.7967</td>\n",
       "      <td>500.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.3</td>\n",
       "      <td>G2, Plot 177D, Ground Floor, Centra Mall, Phas...</td>\n",
       "      <td>0.0002</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Sector 44 Market</td>\n",
       "      <td>Market</td>\n",
       "      <td>30.7151</td>\n",
       "      <td>76.7516</td>\n",
       "      <td>Luxmi Dairy Products &amp; Sweets</td>\n",
       "      <td>30.7151</td>\n",
       "      <td>76.7517</td>\n",
       "      <td>100.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>Booth 424, Sector 44 D, Sector 44, Chandigarh</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>PEC Market</td>\n",
       "      <td>Student Center</td>\n",
       "      <td>30.7662</td>\n",
       "      <td>76.7834</td>\n",
       "      <td>Hungry Birds</td>\n",
       "      <td>30.7663</td>\n",
       "      <td>76.7835</td>\n",
       "      <td>200.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Shop 113, PEC Market, Sector 12, Chandigarh</td>\n",
       "      <td>0.0001</td>\n",
       "      <td>0.0001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Cinnabon</td>\n",
       "      <td>Café</td>\n",
       "      <td>30.7052</td>\n",
       "      <td>76.8016</td>\n",
       "      <td>Auntie Anne's</td>\n",
       "      <td>30.7051</td>\n",
       "      <td>76.8018</td>\n",
       "      <td>600.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>178-178A, 3rd Floor, Elante Mall, Chandigarh I...</td>\n",
       "      <td>-0.0001</td>\n",
       "      <td>0.0002</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   name  \\\n",
       "0            The Coffee Bean & Tea Leaf   \n",
       "1                              Aroma 22   \n",
       "2                      Backpackers Cafe   \n",
       "3                          Softy Corner   \n",
       "4                        Hot Millions 2   \n",
       "5                            Nik Bakers   \n",
       "6                        Mainland China   \n",
       "7                            Nik Bakers   \n",
       "8                Pal Dhaba (Since 1960)   \n",
       "9                   Indian Coffee House   \n",
       "10                            Sector 36   \n",
       "11             Stu c, Panjab University   \n",
       "12                          Elante Mall   \n",
       "13                      The Willow Cafe   \n",
       "14             Monica's Puddings & Pies   \n",
       "15            Casa Bella Vista Pizzeria   \n",
       "16                     Virgin Courtyard   \n",
       "17                           Cafe Nomad   \n",
       "18                     Piccadily Square   \n",
       "19                                 Zara   \n",
       "20                              Barista   \n",
       "21                             Peddlers   \n",
       "22                  Hotel Shivalik View   \n",
       "23                            Ovenfresh   \n",
       "24                          PVR Cinemas   \n",
       "25                       Giani's - 35/B   \n",
       "26                           Classic 44   \n",
       "27             Backpackers cafe, Elante   \n",
       "28                               Subway   \n",
       "29                 Tehal Singh's Dhabha   \n",
       "30        Underdoggs Sports Bar & Grill   \n",
       "31                       Nandos- Elante   \n",
       "32           The Coffee Bean & Tea Leaf   \n",
       "33  10 Downing Street, The Altius Hotel   \n",
       "34                                  KFC   \n",
       "35                     Brooklyn Central   \n",
       "36                      Café Coffee Day   \n",
       "37                            Sector 37   \n",
       "38                      Cafe Coffee Day   \n",
       "39                          Sagar Ratna   \n",
       "40                      cafe coffee day   \n",
       "41                        Sindhi Sweets   \n",
       "42                              Swagath   \n",
       "43                        City Emporium   \n",
       "44         LEMON TREE HOTEL, CHANDIGARH   \n",
       "45                               Subway   \n",
       "46                      Bakes And Beans   \n",
       "47                      Arabic Infusion   \n",
       "48                       Domino's Pizza   \n",
       "49                                  KFC   \n",
       "50                      Cafe Coffee Day   \n",
       "51                                  KFC   \n",
       "52                         Deluxe Dhaba   \n",
       "53                            Pizza Hut   \n",
       "54                            Sector 23   \n",
       "55                       Books and Brew   \n",
       "56                              The Toy   \n",
       "57                                Mocha   \n",
       "58                      Café Coffee Day   \n",
       "59                      Park View Hotel   \n",
       "60            SOYA EXPRESS - CHANDIGARH   \n",
       "61                          Centra Mall   \n",
       "62                     Sector 44 Market   \n",
       "63                           PEC Market   \n",
       "64                             Cinnabon   \n",
       "\n",
       "                                  categories      lat      lng  \\\n",
       "0                                Coffee Shop  30.7297  76.7732   \n",
       "1                                  Hotel Bar  30.7301  76.7736   \n",
       "2                             Sandwich Place  30.7477  76.7933   \n",
       "3                             Ice Cream Shop  30.7404  76.7816   \n",
       "4                       Fast Food Restaurant  30.7406  76.7825   \n",
       "5                                     Bakery  30.7214  76.7602   \n",
       "6                         Chinese Restaurant  30.7255  76.8052   \n",
       "7                                     Bakery  30.7478  76.7933   \n",
       "8                          Indian Restaurant  30.7194  76.8017   \n",
       "9                                Coffee Shop  30.7403  76.7809   \n",
       "10                                     Plaza  30.7343  76.7534   \n",
       "11                                Food Court  30.7623  76.7699   \n",
       "12                             Shopping Mall  30.7056  76.8012   \n",
       "13                         Indian Restaurant  30.7548  76.7874   \n",
       "14                                    Bakery  30.7410  76.7973   \n",
       "15                        Spanish Restaurant  30.7548  76.7872   \n",
       "16                          Cuban Restaurant  30.7347  76.7973   \n",
       "17                                      Café  30.7331  76.8033   \n",
       "18                                 Multiplex  30.7235  76.7675   \n",
       "19                            Clothing Store  30.7059  76.8008   \n",
       "20                                      Café  30.7222  76.7615   \n",
       "21                       American Restaurant  30.7208  76.7590   \n",
       "22                                     Hotel  30.7399  76.7765   \n",
       "23                       American Restaurant  30.7218  76.7607   \n",
       "24                                 Multiplex  30.7052  76.8018   \n",
       "25                            Ice Cream Shop  30.7247  76.7653   \n",
       "26                                    Bakery  30.7147  76.7518   \n",
       "27                                      Café  30.7052  76.8012   \n",
       "28                            Sandwich Place  30.7595  76.7829   \n",
       "29                         Indian Restaurant  30.7311  76.7754   \n",
       "30                                Sports Bar  30.7055  76.8008   \n",
       "31                     Portuguese Restaurant  30.7060  76.8009   \n",
       "32                                      Café  30.7048  76.8010   \n",
       "33                                 Nightclub  30.7007  76.7923   \n",
       "34                      Fast Food Restaurant  30.7400  76.7920   \n",
       "35                       American Restaurant  30.7049  76.8010   \n",
       "36                                      Café  30.7378  76.7664   \n",
       "37  Residential Building (Apartment / Condo)  30.7390  76.7484   \n",
       "38                                      Café  30.7189  76.8020   \n",
       "39                         Indian Restaurant  30.7378  76.7836   \n",
       "40                               Coffee Shop  30.7300  76.7913   \n",
       "41                              Dessert Shop  30.7382  76.7838   \n",
       "42                         Indian Restaurant  30.7286  76.8026   \n",
       "43                             Shopping Mall  30.7096  76.8010   \n",
       "44                           Bed & Breakfast  30.7055  76.8032   \n",
       "45                            Sandwich Place  30.7463  76.7435   \n",
       "46                                      Café  30.7544  76.7878   \n",
       "47                                Hookah Bar  30.7404  76.7977   \n",
       "48                               Pizza Place  30.7247  76.7688   \n",
       "49                      Fast Food Restaurant  30.7057  76.8012   \n",
       "50                                      Café  30.7225  76.7619   \n",
       "51                      Fast Food Restaurant  30.7220  76.7612   \n",
       "52                         Indian Restaurant  30.7161  76.8050   \n",
       "53                               Pizza Place  30.7056  76.8014   \n",
       "54                            Shop & Service  30.7378  76.7655   \n",
       "55                                      Café  30.7472  76.7759   \n",
       "56                          Asian Restaurant  30.7216  76.7717   \n",
       "57                                      Café  30.7049  76.8009   \n",
       "58                                      Café  30.7070  76.7964   \n",
       "59                                     Hotel  30.7460  76.7676   \n",
       "60                               Snack Place  30.7170  76.7676   \n",
       "61                             Shopping Mall  30.7069  76.7966   \n",
       "62                                    Market  30.7151  76.7516   \n",
       "63                            Student Center  30.7662  76.7834   \n",
       "64                                      Café  30.7052  76.8016   \n",
       "\n",
       "                               venue  latitude  longitude  price_for_two  \\\n",
       "0                   Starbucks Coffee   30.7298    76.7732          500.0   \n",
       "1                          Sundarams   30.7302    76.7735          350.0   \n",
       "2                   Backpackers Cafe   30.7475    76.7933         1200.0   \n",
       "3                       Softy Corner   30.7405    76.7816          300.0   \n",
       "4                       Hot Millions   30.7408    76.7822          800.0   \n",
       "5                        Nik Baker's   30.7216    76.7601          700.0   \n",
       "6                     Mainland China   30.7256    76.8052         1500.0   \n",
       "7                        Nik Baker's   30.7480    76.7933          700.0   \n",
       "8                      Old Pal Dhaba   30.7194    76.8017          800.0   \n",
       "9                Indian Coffee House   30.7403    76.7806          200.0   \n",
       "10           United Taste of Burgers   30.7342    76.7534          250.0   \n",
       "11                        Fresh Bite   30.7622    76.7698          150.0   \n",
       "12                         Pizza Hut   30.7058    76.8012          900.0   \n",
       "13                   The Willow Cafe   30.7549    76.7877         1300.0   \n",
       "14          Monica's Puddings & Pies   30.7410    76.7974          500.0   \n",
       "15         Casa Bella Vista Pizzeria   30.7547    76.7873         1400.0   \n",
       "16                  Virgin Courtyard   30.7348    76.7977         2200.0   \n",
       "17                        Cafe Nomad   30.7332    76.8032         1500.0   \n",
       "18  FROYO  -  Frozen Yogurt & Treats   30.7235    76.7675          300.0   \n",
       "19                 The Pizza Kitchen   30.7060    76.8007          700.0   \n",
       "20                           Barista   30.7222    76.7614          600.0   \n",
       "21                          Peddlers   30.7208    76.7590         2200.0   \n",
       "22     Cloud 9 - Hotel Shivalik View   30.7395    76.7767         1500.0   \n",
       "23                         OvenFresh   30.7217    76.7604         1600.0   \n",
       "24                          Cinnabon   30.7051    76.8018          500.0   \n",
       "25                           Pashtun   30.7247    76.7653          950.0   \n",
       "26                        Classic 44   30.7149    76.7518          200.0   \n",
       "27                          Barcelos   30.7053    76.8012          500.0   \n",
       "28                            Subway   30.7595    76.7829          500.0   \n",
       "29               Tehal Singh's Dhaba   30.7310    76.7755          500.0   \n",
       "30                   The Brew Estate   30.7057    76.8006         2000.0   \n",
       "31                       Sagar Ratna   30.7061    76.8009          500.0   \n",
       "32        The Coffee Bean & Tea Leaf   30.7048    76.8013          900.0   \n",
       "33                       Kings Cross   30.7008    76.7922         1000.0   \n",
       "34                               KFC   30.7399    76.7921          500.0   \n",
       "35                  Brooklyn Central   30.7052    76.8010         1300.0   \n",
       "36                   Cafe Coffee Day   30.7381    76.7663          700.0   \n",
       "37                      The Roll Bar   30.7387    76.7486          350.0   \n",
       "38                   Cafe Coffee Day   30.7187    76.8019          700.0   \n",
       "39                       Sagar Ratna   30.7379    76.7835          700.0   \n",
       "40                   Cafe Coffee Day   30.7297    76.7912          700.0   \n",
       "41                     Sindhi Sweets   30.7383    76.7841          400.0   \n",
       "42          Swagath Restaurant & Bar   30.7286    76.8027         1500.0   \n",
       "43             The Billionaires Club   30.7096    76.8010         1700.0   \n",
       "44        Slounge - Lemon Tree Hotel   30.7055    76.8034         1500.0   \n",
       "45                            Subway   30.7461    76.7434          500.0   \n",
       "46                     Bakes & Beans   30.7544    76.7877          600.0   \n",
       "47             Shawarma Souk & Grill   30.7408    76.7974          500.0   \n",
       "48                    Domino's Pizza   30.7246    76.7687          400.0   \n",
       "49                      Super Donuts   30.7058    76.8012          450.0   \n",
       "50            Cafe Coffee Day Lounge   30.7226    76.7619          700.0   \n",
       "51                               KFC   30.7222    76.7612          500.0   \n",
       "52                      Deluxe Dhaba   30.7161    76.8050          700.0   \n",
       "53                         Pizza Hut   30.7057    76.8013          800.0   \n",
       "54                 New Krishna Sweet   30.7376    76.7658          200.0   \n",
       "55                      Books N Brew   30.7469    76.7760          600.0   \n",
       "56                     The Back Room   30.7216    76.7716         1600.0   \n",
       "57        The Coffee Bean & Tea Leaf   30.7048    76.8013          900.0   \n",
       "58                   The Tipsy Bulls   30.7071    76.7967          500.0   \n",
       "59                         The Palms   30.7463    76.7673          900.0   \n",
       "60                        Wah Ji Wah   30.7172    76.7675          500.0   \n",
       "61                   The Tipsy Bulls   30.7071    76.7967          500.0   \n",
       "62     Luxmi Dairy Products & Sweets   30.7151    76.7517          100.0   \n",
       "63                      Hungry Birds   30.7663    76.7835          200.0   \n",
       "64                     Auntie Anne's   30.7051    76.8018          600.0   \n",
       "\n",
       "    price_range rating                                            address  \\\n",
       "0           2.0    3.6  Hotel Aquamarine, Sector 22C, Near Sector 22, ...   \n",
       "1           1.0    3.4  Hotel Aroma Complex, Himalaya Marg, Sector 22 ...   \n",
       "2           3.0    4.3  SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...   \n",
       "3           1.0    4.6                      SCO 87, Sector 17, Chandigarh   \n",
       "4           2.0    2.2    SCO 73 & 74, Sector 17 D, Sector 17, Chandigarh   \n",
       "5           2.0    4.5  SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh   \n",
       "6           3.0    4.1         SCO 40, Madhya Marg, Sector 26, Chandigarh   \n",
       "7           2.0    4.1  Booth 31-34, Inner Market, Sector 9 D, Sector ...   \n",
       "8           2.0    3.4  Booth 165-166, Sector 28 D, Sector 28, Chandigarh   \n",
       "9           1.0    4.0         SCO 12, Sector 17 C, Sector 17, Chandigarh   \n",
       "10          1.0      0                   Booth 158, Sector 36, Chandigarh   \n",
       "11          1.0    3.8  Inner Punjab University, Near Student Centre, ...   \n",
       "12          2.0    3.6  320, 3rd Floor, Elante Mall, Phase 1, Chandiga...   \n",
       "13          3.0    4.1     SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh   \n",
       "14          2.0    4.0  Booth 20 & 21, Inner Market, Sector 8 B, Secto...   \n",
       "15          3.0    4.1  Coal Depot, Backide Market, Sector 10 D, Chand...   \n",
       "16          4.0    4.4  SCO 1A, Backside, Madhya Marg, Sector 7C, Sect...   \n",
       "17          3.0    4.0            178, Inner Market, Sector 7, Chandigarh   \n",
       "18          1.0    3.4  2nd Floor, Piccadily Cinema, Sector 34, Chandi...   \n",
       "19          2.0    4.0  Kf 8, 1st Floor, Opposite Zara Kids, Elante Ma...   \n",
       "20          2.0    3.7        SCO 422, Sector 35 C, Sector 35, Chandigarh   \n",
       "21          4.0    3.9  Hotel Heritage, SCO 467 & 468, Sector 35 C, Se...   \n",
       "22          3.0    3.7         Hotel Shivalik View, Sector 17, Chandigarh   \n",
       "23          3.0    4.6  SCO 437 & 438, Sector 35 C, Sector 35, Chandigarh   \n",
       "24          2.0    4.4  302 B&C, Next to PVR, Third Floor, Elante Mall...   \n",
       "25          2.0    3.9  SCO 333 & 334, Sector 35 B, Sector 35, Chandigarh   \n",
       "26          1.0    3.4        SCO 413, Sector 44 D, Sector 44, Chandigarh   \n",
       "27          2.0    2.8  306, 3rd Floor, Elante Mall, Phase 1, Chandiga...   \n",
       "28          2.0    3.9                  Booth 41, Sector 11 D, Chandigarh   \n",
       "29          2.0    2.2       SCO 1121, Sector 22 B, Sector 22, Chandigarh   \n",
       "30          4.0    4.5  3rd Floor, #308, Elante Mall, Phase 1, Chandig...   \n",
       "31          2.0    3.3  Third Floor, Elante Mall, Chandigarh Industria...   \n",
       "32          2.0    4.4  Shop 45, Courtyard, Elante Mall, Phase 1, Chan...   \n",
       "33          3.0    2.9  The Altius Hotel, 25/9, Phase 2, Chandigarh In...   \n",
       "34          2.0    4.0  SCO 123, Madhya Marg, Sector 8 C, Sector 8, Ch...   \n",
       "35          3.0    4.5  51A, Courtyard, Ground Floor, Elante Mall, Pha...   \n",
       "36          2.0    2.7                      SCO 27, Sector 23, Chandigarh   \n",
       "37          1.0    3.6       Booth 255, Sector 37C, Sector 37, Chandigarh   \n",
       "38          2.0    2.7  Hotel White Palace, SCO 143, Sector 28 D, Sect...   \n",
       "39          2.0    4.0         SCO 47, Sector 17 E, Sector 17, Chandigarh   \n",
       "40          2.0    2.5         SCF 31, Sector 19 D, Sector 19, Chandigarh   \n",
       "41          1.0    3.7  SCO 108 & 109, Sector 17 C, Sector 17, Chandigarh   \n",
       "42          3.0    4.2          SCO 7, Madhya Marg, Sector 26, Chandigarh   \n",
       "43          3.0    2.8  4th Floor, City Emporium Mall, Phase 1, Chandi...   \n",
       "44          3.0    3.2  Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigar...   \n",
       "45          2.0    3.7        SCO 314, Sector 38 D, Sector 38, Chandigarh   \n",
       "46          2.0    3.7            9, Main Market, Sector 10 D, Chandigarh   \n",
       "47          2.0    3.2                     Booth 26, Sector 8, Chandigarh   \n",
       "48          1.0    4.0      SCO 13-15, Sector 34 A, Sector 34, Chandigarh   \n",
       "49          1.0    4.0  3rd Floor, Opposite KFC, Elante Mall, Chandiga...   \n",
       "50          2.0    3.6  SCO 411 & 412, Sector 35 C, Sector 35, Chandigarh   \n",
       "51          2.0    4.0  SCO 425 & 426, Sector 35 C, Sector 35, Chandigarh   \n",
       "52          2.0    3.8    SCO 14 & 15, Sector 28 C, Sector 28, Chandigarh   \n",
       "53          2.0    3.6  Unit 38, Third Flour, Plot 178-178-A, Industri...   \n",
       "54          1.0    3.7                      SCO 14, Sector 23, Chandigarh   \n",
       "55          2.0    3.7            SCO 8, 1st Floor, Sector 16, Chandigarh   \n",
       "56          3.0    4.1  The Toy Hotel, SCO 165-167, Sector 34 A, Secto...   \n",
       "57          2.0    4.4  Shop 45, Courtyard, Elante Mall, Phase 1, Chan...   \n",
       "58          2.0    3.3  G2, Plot 177D, Ground Floor, Centra Mall, Phas...   \n",
       "59          2.0    3.2  Hotel Parkview, Udyan Path, Sector 24, Chandigarh   \n",
       "60          2.0    3.9  Shop 245, Near Furniture Market, Sector 34 C, ...   \n",
       "61          2.0    3.3  G2, Plot 177D, Ground Floor, Centra Mall, Phas...   \n",
       "62          1.0      0      Booth 424, Sector 44 D, Sector 44, Chandigarh   \n",
       "63          1.0    3.0        Shop 113, PEC Market, Sector 12, Chandigarh   \n",
       "64          2.0    3.9  178-178A, 3rd Floor, Elante Mall, Chandigarh I...   \n",
       "\n",
       "    lat_diff  lng_diff  \n",
       "0     0.0001    0.0000  \n",
       "1     0.0001   -0.0001  \n",
       "2    -0.0002    0.0000  \n",
       "3     0.0001    0.0000  \n",
       "4     0.0002   -0.0003  \n",
       "5     0.0002   -0.0001  \n",
       "6     0.0001    0.0000  \n",
       "7     0.0002    0.0000  \n",
       "8     0.0000    0.0000  \n",
       "9     0.0000   -0.0003  \n",
       "10   -0.0001    0.0000  \n",
       "11   -0.0001   -0.0001  \n",
       "12    0.0002    0.0000  \n",
       "13    0.0001    0.0003  \n",
       "14    0.0000    0.0001  \n",
       "15   -0.0001    0.0001  \n",
       "16    0.0001    0.0004  \n",
       "17    0.0001   -0.0001  \n",
       "18    0.0000    0.0000  \n",
       "19    0.0001   -0.0001  \n",
       "20    0.0000   -0.0001  \n",
       "21    0.0000    0.0000  \n",
       "22   -0.0004    0.0002  \n",
       "23   -0.0001   -0.0003  \n",
       "24   -0.0001    0.0000  \n",
       "25    0.0000    0.0000  \n",
       "26    0.0002    0.0000  \n",
       "27    0.0001    0.0000  \n",
       "28    0.0000    0.0000  \n",
       "29   -0.0001    0.0001  \n",
       "30    0.0002   -0.0002  \n",
       "31    0.0001    0.0000  \n",
       "32    0.0000    0.0003  \n",
       "33    0.0001   -0.0001  \n",
       "34   -0.0001    0.0001  \n",
       "35    0.0003    0.0000  \n",
       "36    0.0003   -0.0001  \n",
       "37   -0.0003    0.0002  \n",
       "38   -0.0002   -0.0001  \n",
       "39    0.0001   -0.0001  \n",
       "40   -0.0003   -0.0001  \n",
       "41    0.0001    0.0003  \n",
       "42    0.0000    0.0001  \n",
       "43    0.0000    0.0000  \n",
       "44    0.0000    0.0002  \n",
       "45   -0.0002   -0.0001  \n",
       "46    0.0000   -0.0001  \n",
       "47    0.0004   -0.0003  \n",
       "48   -0.0001   -0.0001  \n",
       "49    0.0001    0.0000  \n",
       "50    0.0001    0.0000  \n",
       "51    0.0002    0.0000  \n",
       "52    0.0000    0.0000  \n",
       "53    0.0001   -0.0001  \n",
       "54   -0.0002    0.0003  \n",
       "55   -0.0003    0.0001  \n",
       "56    0.0000   -0.0001  \n",
       "57   -0.0001    0.0004  \n",
       "58    0.0001    0.0003  \n",
       "59    0.0003   -0.0003  \n",
       "60    0.0002   -0.0001  \n",
       "61    0.0002    0.0001  \n",
       "62    0.0000    0.0001  \n",
       "63    0.0001    0.0001  \n",
       "64   -0.0001    0.0002  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "selected_venues = dataset[(abs(dataset['lat_diff']) <= 0.0004) & (abs(dataset['lng_diff']) <= 0.0004)].reset_index(drop = True)\n",
    "selected_venues"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Taking a look at the names of venues from both APIs, some names are a complete mismatch.\n",
    "\n",
    "**Category 1:** There are venues that have specific restaurants/cafes inside them as provided by Zomato API (Pizza Hut in Elante Mall).\n",
    "\n",
    "**Category 2:** Two locations are so close by that they have practically same latitude and longitude values (The Pizza Kitchen and Zara).\n",
    "\n",
    "**Category 3:** Some have been replaced with new restaurants (Uderdoggs has now been replaced by The Brew Estate).\n",
    "\n",
    "The venues which belong to category 1 and category 3 are alright to keep, the venues that fall in category 2 should be removed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "selected_venues = selected_venues.drop([0, 20, 25, 29, 32, 34, 47, 49, 56, 57, 58, 59, 60, 64]).reset_index(drop = True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I'll now select the venue name from **Zomato API**. I'll also get the average price per person by dividing the column `price_for_two` by 2 and removing this column from the dataset along with other unnecessary columns."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "selected_venues['average_price'] = selected_venues['price_for_two']/2\n",
    "selected_venues = selected_venues.drop(columns = ['name', 'lat', 'lng', 'lat_diff', 'lng_diff', 'price_for_two'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's take a look at the final dataset that is left with us."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "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>categories</th>\n",
       "      <th>venue</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>price_range</th>\n",
       "      <th>rating</th>\n",
       "      <th>address</th>\n",
       "      <th>average_price</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Hotel Bar</td>\n",
       "      <td>Sundarams</td>\n",
       "      <td>30.7302</td>\n",
       "      <td>76.7735</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Hotel Aroma Complex, Himalaya Marg, Sector 22 ...</td>\n",
       "      <td>175.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Backpackers Cafe</td>\n",
       "      <td>30.7475</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...</td>\n",
       "      <td>600.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Softy Corner</td>\n",
       "      <td>30.7405</td>\n",
       "      <td>76.7816</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 87, Sector 17, Chandigarh</td>\n",
       "      <td>150.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Hot Millions</td>\n",
       "      <td>30.7408</td>\n",
       "      <td>76.7822</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</td>\n",
       "      <td>400.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bakery</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7601</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>350.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             categories             venue  latitude  longitude  price_range  \\\n",
       "0             Hotel Bar         Sundarams   30.7302    76.7735          1.0   \n",
       "1        Sandwich Place  Backpackers Cafe   30.7475    76.7933          3.0   \n",
       "2        Ice Cream Shop      Softy Corner   30.7405    76.7816          1.0   \n",
       "3  Fast Food Restaurant      Hot Millions   30.7408    76.7822          2.0   \n",
       "4                Bakery       Nik Baker's   30.7216    76.7601          2.0   \n",
       "\n",
       "  rating                                            address  average_price  \n",
       "0    3.4  Hotel Aroma Complex, Himalaya Marg, Sector 22 ...          175.0  \n",
       "1    4.3  SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...          600.0  \n",
       "2    4.6                      SCO 87, Sector 17, Chandigarh          150.0  \n",
       "3    2.2    SCO 73 & 74, Sector 17 D, Sector 17, Chandigarh          400.0  \n",
       "4    4.5  SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh          350.0  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "selected_venues.head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I'll drop the venues which have `0.0` rating as it means it's not been rated yet."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total venues available: 49\n"
     ]
    }
   ],
   "source": [
    "selected_venues = selected_venues[selected_venues['rating'] != 0.0]\n",
    "print(\"Total venues available: {}\".format(selected_venues.shape[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Methodology <a name=\"methodology\"></a>\n",
    "\n",
    "This project aims at identifying the venues in Chandigarh based on their rating and average costs. This would enable any visitor to identify the venues he/she wants to visit based on their rating and cost preference.\n",
    "\n",
    "As a first step, we retrieved the **data from two APIs (Foursquare and Zomato)**. We extract venue information from the center of Chandigarh, upto a distance of 4 Km. The latitude and longitude values are then used to fetch venue rating and price from Zomato.\n",
    "\n",
    "Secondly, we then **explored the data** retrieved from the two APIs on the map and identified the top category types. The **data from the two sources is carefully combined** based on the name, latitude and longitude values from the two sources. The final dataset would include the rating and price values for each venue.\n",
    "\n",
    "Next, we'll **analyse the data** that we created based on the ratings and price of each venue. We'll **identify places where many venues are located** so that any visitor can go to one place and enjoy the option to choose amongst many venue options. We'll also explore **areas that are high rated and those that are low rated** while also plotting the **map of high and low priced venues**. Lastly, we'll **cluster the venues** based on the available information of each venue. This will allow us to clearly identify which venues can be recommended and with what characteristics.\n",
    "\n",
    "Finally, we'll discuss and conclude which venues to be explored based on visitor requirement of rating and cost."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analysis <a name=\"analysis\"></a>\n",
    "\n",
    "The complete dataset is now in its final form. \n",
    "\n",
    "We will **inspect these venues based on their rating**. The rating of a venue are based on user reviews and belongs to a range from 1 to 5. We'll also **analyse the venues based on their price per person as well as the price range**. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Categories\n",
    "\n",
    "We have various types of venues in the final dataset. We will take a look at the venues and check which are the majority venue categories in the list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<BarContainer object of 26 artists>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "venue_distribution = selected_venues['categories'].value_counts()\n",
    "colors = cm.rainbow(np.linspace(0, 1, len(venue_distribution.index)))\n",
    "plt.figure(figsize = (20, 12))\n",
    "plt.xticks(rotation = 90)\n",
    "plt.xlabel(\"Venue category\", fontsize = 16)\n",
    "plt.ylabel(\"Count\", fontsize = 16)\n",
    "plt.title(\"Count of venues of each category\", fontsize = 16)\n",
    "plt.bar(venue_distribution.index, venue_distribution.values, color = colors)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we can see the majority venues are **Cafe** and **Indian Restaurant**. So, if as a tourist, you're looking for cafes and Indian restaurants, you're in luck."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Rating\n",
    "\n",
    "Rating of a venue is an important factor on which a visitor decides whether it is worth it to visit the place. To cater to this, we will first see what is the average rating for all the venues in the city. Next, we will plot the venues on the map and color code them."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll first identify the various rating values and plot them as a bar plot with their counts to see the most common rating."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Count of venues with given rating')"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "selected_venues['rating'] = selected_venues['rating'].astype(float)\n",
    "rating = selected_venues['rating'].value_counts().sort_index()\n",
    "plt.figure(figsize = (20, 12))\n",
    "plt.bar(rating.index, rating.values, color = cm.rainbow(np.linspace(0, 1, len(rating.index))))\n",
    "plt.xlabel(\"Rating\", fontsize = 16)\n",
    "plt.ylabel(\"Count\", fontsize = 16)\n",
    "plt.title(\"Count of venues with given rating\", fontsize = 16)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the plot above, it is clear that **majority venues** have their **rating close to 4**."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create bins for various ratings and plot them in different colors on the map. The ratings will be divided between 4 bins:\n",
    "* 1 to 2\n",
    "* 2 to 3\n",
    "* 3 to 4\n",
    "* 4 to 5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "bins = [1.0, 2.0, 3.0, 4.0, 5.0]\n",
    "labels = ['Low', 'Okay', 'Good', 'Very good']\n",
    "selected_venues['rating_bin'] = pd.cut(selected_venues['rating'].astype(float), bins = bins, labels = labels, include_lowest = True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we will plot the venues on the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!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@1.4.0/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@1.4.0/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_2ca0a3175c2a490a9f637665fd212d80 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_2ca0a3175c2a490a9f637665fd212d80" ></div>
        
</body>
<script>    
    
            var map_2ca0a3175c2a490a9f637665fd212d80 = L.map(
                "map_2ca0a3175c2a490a9f637665fd212d80",
                {
                    center: [30.7333, 76.7794],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_04f8198d63dc406c9c8757ee6f9afc14 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "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_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var marker_797cd8c0928441bea0b7ffaf56d90b23 = L.marker(
                [30.7302, 76.7735],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_db43018eef864a3898d2a6ee8a671aeb = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_797cd8c0928441bea0b7ffaf56d90b23.setIcon(icon_db43018eef864a3898d2a6ee8a671aeb);
        
    
        var popup_7a5232361a404c43b4a24be434382a7e = L.popup({"maxWidth": "100%"});

        
            var html_4051e0b2a9a04a3586068b6658db9e8e = $(`<div id="html_4051e0b2a9a04a3586068b6658db9e8e" style="width: 100.0%; height: 100.0%;">Sundarams, Hotel Aroma Complex, Himalaya Marg, Sector 22 C, Sector 22, Chandigarh</div>`)[0];
            popup_7a5232361a404c43b4a24be434382a7e.setContent(html_4051e0b2a9a04a3586068b6658db9e8e);
        

        marker_797cd8c0928441bea0b7ffaf56d90b23.bindPopup(popup_7a5232361a404c43b4a24be434382a7e)
        ;

        
    
    
            var marker_24facbbc799b4eeb9cb4ce33d986fd45 = L.marker(
                [30.7475, 76.7933],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f3fdf70174e4431db0d57159c8f2d38f = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_24facbbc799b4eeb9cb4ce33d986fd45.setIcon(icon_f3fdf70174e4431db0d57159c8f2d38f);
        
    
        var popup_0cd6f648f59342788659ec90c3ef783a = L.popup({"maxWidth": "100%"});

        
            var html_5203b72d5cac443cab35c7cf3fcfbdd8 = $(`<div id="html_5203b72d5cac443cab35c7cf3fcfbdd8" style="width: 100.0%; height: 100.0%;">Backpackers Cafe, SCF 16, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_0cd6f648f59342788659ec90c3ef783a.setContent(html_5203b72d5cac443cab35c7cf3fcfbdd8);
        

        marker_24facbbc799b4eeb9cb4ce33d986fd45.bindPopup(popup_0cd6f648f59342788659ec90c3ef783a)
        ;

        
    
    
            var marker_d1d48cace51d44f4b951fd4e0d55581b = L.marker(
                [30.7405, 76.7816],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f1d697db376948479372c6c15a816562 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_d1d48cace51d44f4b951fd4e0d55581b.setIcon(icon_f1d697db376948479372c6c15a816562);
        
    
        var popup_61bbf3458b1a4ea19b4ade77103dc531 = L.popup({"maxWidth": "100%"});

        
            var html_c6db2bbbdd734d458a7d1696e3991982 = $(`<div id="html_c6db2bbbdd734d458a7d1696e3991982" style="width: 100.0%; height: 100.0%;">Softy Corner, SCO 87, Sector 17, Chandigarh</div>`)[0];
            popup_61bbf3458b1a4ea19b4ade77103dc531.setContent(html_c6db2bbbdd734d458a7d1696e3991982);
        

        marker_d1d48cace51d44f4b951fd4e0d55581b.bindPopup(popup_61bbf3458b1a4ea19b4ade77103dc531)
        ;

        
    
    
            var marker_ee396ff82fb145de975854387ef73f14 = L.marker(
                [30.7408, 76.7822],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f30ff410807944eda29089b12b0f1a42 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_ee396ff82fb145de975854387ef73f14.setIcon(icon_f30ff410807944eda29089b12b0f1a42);
        
    
        var popup_87c1cfd5d898411ebd1e5e88023aa1ee = L.popup({"maxWidth": "100%"});

        
            var html_5e781b4e5b774c78930d125a5aa77ed0 = $(`<div id="html_5e781b4e5b774c78930d125a5aa77ed0" style="width: 100.0%; height: 100.0%;">Hot Millions, SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</div>`)[0];
            popup_87c1cfd5d898411ebd1e5e88023aa1ee.setContent(html_5e781b4e5b774c78930d125a5aa77ed0);
        

        marker_ee396ff82fb145de975854387ef73f14.bindPopup(popup_87c1cfd5d898411ebd1e5e88023aa1ee)
        ;

        
    
    
            var marker_e1429101b1d7414fba4f7f0167c23f26 = L.marker(
                [30.7216, 76.7601],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_255181b8354f4145b7e38bef8a37131b = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_e1429101b1d7414fba4f7f0167c23f26.setIcon(icon_255181b8354f4145b7e38bef8a37131b);
        
    
        var popup_491a5098991c497f8593c59b7ea80a4f = L.popup({"maxWidth": "100%"});

        
            var html_be374be95d4e4da1b5f3ca72a1a014ba = $(`<div id="html_be374be95d4e4da1b5f3ca72a1a014ba" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_491a5098991c497f8593c59b7ea80a4f.setContent(html_be374be95d4e4da1b5f3ca72a1a014ba);
        

        marker_e1429101b1d7414fba4f7f0167c23f26.bindPopup(popup_491a5098991c497f8593c59b7ea80a4f)
        ;

        
    
    
            var marker_0269f94d1f824b94a2200cd762c1af9d = L.marker(
                [30.7256, 76.8052],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_8415ba131e2a4bf9ba6aa8ec67e0130c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_0269f94d1f824b94a2200cd762c1af9d.setIcon(icon_8415ba131e2a4bf9ba6aa8ec67e0130c);
        
    
        var popup_c6e99faaffae4307b9d5f4cc7e4a0468 = L.popup({"maxWidth": "100%"});

        
            var html_2904aeefcde5410a91407cbd25744817 = $(`<div id="html_2904aeefcde5410a91407cbd25744817" style="width: 100.0%; height: 100.0%;">Mainland China, SCO 40, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_c6e99faaffae4307b9d5f4cc7e4a0468.setContent(html_2904aeefcde5410a91407cbd25744817);
        

        marker_0269f94d1f824b94a2200cd762c1af9d.bindPopup(popup_c6e99faaffae4307b9d5f4cc7e4a0468)
        ;

        
    
    
            var marker_a57d5bf8a1584bef8db0a3c0d0ea3823 = L.marker(
                [30.748, 76.7933],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_317df74739ce4a24835398a2a448737f = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_a57d5bf8a1584bef8db0a3c0d0ea3823.setIcon(icon_317df74739ce4a24835398a2a448737f);
        
    
        var popup_94850408f1fb46f498b99c85853185b5 = L.popup({"maxWidth": "100%"});

        
            var html_3f8f3ee36eb04a2cb350e319db4a3610 = $(`<div id="html_3f8f3ee36eb04a2cb350e319db4a3610" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, Booth 31-34, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_94850408f1fb46f498b99c85853185b5.setContent(html_3f8f3ee36eb04a2cb350e319db4a3610);
        

        marker_a57d5bf8a1584bef8db0a3c0d0ea3823.bindPopup(popup_94850408f1fb46f498b99c85853185b5)
        ;

        
    
    
            var marker_e1fae1cd2bee455abed7cb10c9d47813 = L.marker(
                [30.7194, 76.8017],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_48929c7f4dd840c3b129c97faaae70b4 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_e1fae1cd2bee455abed7cb10c9d47813.setIcon(icon_48929c7f4dd840c3b129c97faaae70b4);
        
    
        var popup_1c1c92af6a04451387896a56b19c24df = L.popup({"maxWidth": "100%"});

        
            var html_74738dfd3837450c80bf586a18b48059 = $(`<div id="html_74738dfd3837450c80bf586a18b48059" style="width: 100.0%; height: 100.0%;">Old Pal Dhaba, Booth 165-166, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_1c1c92af6a04451387896a56b19c24df.setContent(html_74738dfd3837450c80bf586a18b48059);
        

        marker_e1fae1cd2bee455abed7cb10c9d47813.bindPopup(popup_1c1c92af6a04451387896a56b19c24df)
        ;

        
    
    
            var marker_ed798e3c3ee14eeb96ea4b48945c5353 = L.marker(
                [30.7403, 76.7806],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_87ce5967bc2f4a509cc0f89a374a934a = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_ed798e3c3ee14eeb96ea4b48945c5353.setIcon(icon_87ce5967bc2f4a509cc0f89a374a934a);
        
    
        var popup_f34959945d914e5c97229d01830d070f = L.popup({"maxWidth": "100%"});

        
            var html_0ee3b515bcc0487596bcd15eaf6b1379 = $(`<div id="html_0ee3b515bcc0487596bcd15eaf6b1379" style="width: 100.0%; height: 100.0%;">Indian Coffee House, SCO 12, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_f34959945d914e5c97229d01830d070f.setContent(html_0ee3b515bcc0487596bcd15eaf6b1379);
        

        marker_ed798e3c3ee14eeb96ea4b48945c5353.bindPopup(popup_f34959945d914e5c97229d01830d070f)
        ;

        
    
    
            var marker_51548297f3704bca978c4965c46adbe7 = L.marker(
                [30.7622, 76.7698],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_5edcbbeca3ea43769c4e8f017eda6c81 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_51548297f3704bca978c4965c46adbe7.setIcon(icon_5edcbbeca3ea43769c4e8f017eda6c81);
        
    
        var popup_495cf4c736a04ddc87e219bbbb11f6d8 = L.popup({"maxWidth": "100%"});

        
            var html_72106bcc468a4a89a1efff1b04f7b0af = $(`<div id="html_72106bcc468a4a89a1efff1b04f7b0af" style="width: 100.0%; height: 100.0%;">Fresh Bite, Inner Punjab University, Near Student Centre, Sector 14, Chandigarh</div>`)[0];
            popup_495cf4c736a04ddc87e219bbbb11f6d8.setContent(html_72106bcc468a4a89a1efff1b04f7b0af);
        

        marker_51548297f3704bca978c4965c46adbe7.bindPopup(popup_495cf4c736a04ddc87e219bbbb11f6d8)
        ;

        
    
    
            var marker_c040b4c399a1447c849de549fc9ed2b4 = L.marker(
                [30.7058, 76.8012],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_c24118d90fac4fd5ad7c9cd01f8674b5 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_c040b4c399a1447c849de549fc9ed2b4.setIcon(icon_c24118d90fac4fd5ad7c9cd01f8674b5);
        
    
        var popup_1bd081c68cf14ba49d68f3c53d55d554 = L.popup({"maxWidth": "100%"});

        
            var html_b9ac2b6f3ae946229092ce948fc06bc7 = $(`<div id="html_b9ac2b6f3ae946229092ce948fc06bc7" style="width: 100.0%; height: 100.0%;">Pizza Hut, 320, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_1bd081c68cf14ba49d68f3c53d55d554.setContent(html_b9ac2b6f3ae946229092ce948fc06bc7);
        

        marker_c040b4c399a1447c849de549fc9ed2b4.bindPopup(popup_1bd081c68cf14ba49d68f3c53d55d554)
        ;

        
    
    
            var marker_999510cdd8474a87be7ec0a12251cede = L.marker(
                [30.7549, 76.7877],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f26efa0b6ce7407296e02be332ba3cb0 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_999510cdd8474a87be7ec0a12251cede.setIcon(icon_f26efa0b6ce7407296e02be332ba3cb0);
        
    
        var popup_3df390c0a0ab455fab09ad83b0cf6501 = L.popup({"maxWidth": "100%"});

        
            var html_f62ade76b14041d8a85ba06f5abfe165 = $(`<div id="html_f62ade76b14041d8a85ba06f5abfe165" style="width: 100.0%; height: 100.0%;">The Willow Cafe, SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</div>`)[0];
            popup_3df390c0a0ab455fab09ad83b0cf6501.setContent(html_f62ade76b14041d8a85ba06f5abfe165);
        

        marker_999510cdd8474a87be7ec0a12251cede.bindPopup(popup_3df390c0a0ab455fab09ad83b0cf6501)
        ;

        
    
    
            var marker_9e768d5b772244fb94ee138e4d4ab301 = L.marker(
                [30.741, 76.7974],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_7edbe7a0be924ce4a40c2c23eccf3781 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_9e768d5b772244fb94ee138e4d4ab301.setIcon(icon_7edbe7a0be924ce4a40c2c23eccf3781);
        
    
        var popup_42837d1a393542c7a8766a51ba0bb86f = L.popup({"maxWidth": "100%"});

        
            var html_fafa7e7a21804d8490d48b67b26231ca = $(`<div id="html_fafa7e7a21804d8490d48b67b26231ca" style="width: 100.0%; height: 100.0%;">Monica&#39;s Puddings &amp; Pies, Booth 20 &amp; 21, Inner Market, Sector 8 B, Sector 8, Chandigarh</div>`)[0];
            popup_42837d1a393542c7a8766a51ba0bb86f.setContent(html_fafa7e7a21804d8490d48b67b26231ca);
        

        marker_9e768d5b772244fb94ee138e4d4ab301.bindPopup(popup_42837d1a393542c7a8766a51ba0bb86f)
        ;

        
    
    
            var marker_852d1f859b0742e3b658965359620ae8 = L.marker(
                [30.7547, 76.7873],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_83f398d61f744ef9b1e91695e0998b54 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_852d1f859b0742e3b658965359620ae8.setIcon(icon_83f398d61f744ef9b1e91695e0998b54);
        
    
        var popup_1a75d05b7d8940b4ad063c40c62c6f40 = L.popup({"maxWidth": "100%"});

        
            var html_17758c735745482ba2da83243a371979 = $(`<div id="html_17758c735745482ba2da83243a371979" style="width: 100.0%; height: 100.0%;">Casa Bella Vista Pizzeria, Coal Depot, Backide Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_1a75d05b7d8940b4ad063c40c62c6f40.setContent(html_17758c735745482ba2da83243a371979);
        

        marker_852d1f859b0742e3b658965359620ae8.bindPopup(popup_1a75d05b7d8940b4ad063c40c62c6f40)
        ;

        
    
    
            var marker_c68e41bfa4e14611af6d658b02169b68 = L.marker(
                [30.7348, 76.7977],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f38f332c8a0c40828395c9c95d9cb260 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_c68e41bfa4e14611af6d658b02169b68.setIcon(icon_f38f332c8a0c40828395c9c95d9cb260);
        
    
        var popup_d674870ab156432a83a6611336ba1bb6 = L.popup({"maxWidth": "100%"});

        
            var html_15f5f38b0546456b8f75dca57a6eebac = $(`<div id="html_15f5f38b0546456b8f75dca57a6eebac" style="width: 100.0%; height: 100.0%;">Virgin Courtyard, SCO 1A, Backside, Madhya Marg, Sector 7C, Sector 7, Chandigarh</div>`)[0];
            popup_d674870ab156432a83a6611336ba1bb6.setContent(html_15f5f38b0546456b8f75dca57a6eebac);
        

        marker_c68e41bfa4e14611af6d658b02169b68.bindPopup(popup_d674870ab156432a83a6611336ba1bb6)
        ;

        
    
    
            var marker_3840c527892d48d1acba033b71960f25 = L.marker(
                [30.7332, 76.8032],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_4c064a1b780e4f7bbb83c9f77458d901 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_3840c527892d48d1acba033b71960f25.setIcon(icon_4c064a1b780e4f7bbb83c9f77458d901);
        
    
        var popup_34a14c580fa942229de67a2f69054cb1 = L.popup({"maxWidth": "100%"});

        
            var html_7dedb0d52be54c6eaa896bce889416fc = $(`<div id="html_7dedb0d52be54c6eaa896bce889416fc" style="width: 100.0%; height: 100.0%;">Cafe Nomad, 178, Inner Market, Sector 7, Chandigarh</div>`)[0];
            popup_34a14c580fa942229de67a2f69054cb1.setContent(html_7dedb0d52be54c6eaa896bce889416fc);
        

        marker_3840c527892d48d1acba033b71960f25.bindPopup(popup_34a14c580fa942229de67a2f69054cb1)
        ;

        
    
    
            var marker_42832e6330d541e18ff92504e2477784 = L.marker(
                [30.7235, 76.7675],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_cbc4a9fa8fff4f3f859c2a41a5530635 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_42832e6330d541e18ff92504e2477784.setIcon(icon_cbc4a9fa8fff4f3f859c2a41a5530635);
        
    
        var popup_5c4408b8632c478bae53cf8dd60cabf3 = L.popup({"maxWidth": "100%"});

        
            var html_fa528dfe8b1e4c0c8537e4cb7a35f826 = $(`<div id="html_fa528dfe8b1e4c0c8537e4cb7a35f826" style="width: 100.0%; height: 100.0%;">FROYO  -  Frozen Yogurt &amp; Treats, 2nd Floor, Piccadily Cinema, Sector 34, Chandigarh</div>`)[0];
            popup_5c4408b8632c478bae53cf8dd60cabf3.setContent(html_fa528dfe8b1e4c0c8537e4cb7a35f826);
        

        marker_42832e6330d541e18ff92504e2477784.bindPopup(popup_5c4408b8632c478bae53cf8dd60cabf3)
        ;

        
    
    
            var marker_894cad60081d4e37a97dbe3583e34744 = L.marker(
                [30.706, 76.8007],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_995e0b87c9b34ba0ae4e9d6c91325510 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_894cad60081d4e37a97dbe3583e34744.setIcon(icon_995e0b87c9b34ba0ae4e9d6c91325510);
        
    
        var popup_72718d8cdc9149e583351cd965c958fe = L.popup({"maxWidth": "100%"});

        
            var html_58fc810ed9c04c348e6c3f32b8970595 = $(`<div id="html_58fc810ed9c04c348e6c3f32b8970595" style="width: 100.0%; height: 100.0%;">The Pizza Kitchen, Kf 8, 1st Floor, Opposite Zara Kids, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_72718d8cdc9149e583351cd965c958fe.setContent(html_58fc810ed9c04c348e6c3f32b8970595);
        

        marker_894cad60081d4e37a97dbe3583e34744.bindPopup(popup_72718d8cdc9149e583351cd965c958fe)
        ;

        
    
    
            var marker_827f7622b93047d18afb7dc828f3ce17 = L.marker(
                [30.7208, 76.759],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_5bbfb868c60c426dba0a504bef837d24 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_827f7622b93047d18afb7dc828f3ce17.setIcon(icon_5bbfb868c60c426dba0a504bef837d24);
        
    
        var popup_2a61061760444c71bd1d35f0d94c394f = L.popup({"maxWidth": "100%"});

        
            var html_939c0730c0274e23a81720f742bc03d6 = $(`<div id="html_939c0730c0274e23a81720f742bc03d6" style="width: 100.0%; height: 100.0%;">Peddlers, Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_2a61061760444c71bd1d35f0d94c394f.setContent(html_939c0730c0274e23a81720f742bc03d6);
        

        marker_827f7622b93047d18afb7dc828f3ce17.bindPopup(popup_2a61061760444c71bd1d35f0d94c394f)
        ;

        
    
    
            var marker_d3e9aec790d04db38c36e09ac85b5790 = L.marker(
                [30.7395, 76.7767],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_1c6757cf4fda411bb2921c85e4e78ee3 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_d3e9aec790d04db38c36e09ac85b5790.setIcon(icon_1c6757cf4fda411bb2921c85e4e78ee3);
        
    
        var popup_5933c8e44577465ca7dc03ba509fad79 = L.popup({"maxWidth": "100%"});

        
            var html_fc836bc313814b44b81c886ffd8f587f = $(`<div id="html_fc836bc313814b44b81c886ffd8f587f" style="width: 100.0%; height: 100.0%;">Cloud 9 - Hotel Shivalik View, Hotel Shivalik View, Sector 17, Chandigarh</div>`)[0];
            popup_5933c8e44577465ca7dc03ba509fad79.setContent(html_fc836bc313814b44b81c886ffd8f587f);
        

        marker_d3e9aec790d04db38c36e09ac85b5790.bindPopup(popup_5933c8e44577465ca7dc03ba509fad79)
        ;

        
    
    
            var marker_453c6a141a9f474c9e332bd5cfe2e77d = L.marker(
                [30.7217, 76.7604],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f7068490613c4a208850500e3708bad4 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_453c6a141a9f474c9e332bd5cfe2e77d.setIcon(icon_f7068490613c4a208850500e3708bad4);
        
    
        var popup_d69ee07e7acd472694c7f3aaece7cb97 = L.popup({"maxWidth": "100%"});

        
            var html_b8f4045fda934ce184428362b5a6c6ab = $(`<div id="html_b8f4045fda934ce184428362b5a6c6ab" style="width: 100.0%; height: 100.0%;">OvenFresh, SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_d69ee07e7acd472694c7f3aaece7cb97.setContent(html_b8f4045fda934ce184428362b5a6c6ab);
        

        marker_453c6a141a9f474c9e332bd5cfe2e77d.bindPopup(popup_d69ee07e7acd472694c7f3aaece7cb97)
        ;

        
    
    
            var marker_0d38320505a748a0aaf2e4db637e3ccb = L.marker(
                [30.7051, 76.8018],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_69812619286c42c18ff3fa466a602d46 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_0d38320505a748a0aaf2e4db637e3ccb.setIcon(icon_69812619286c42c18ff3fa466a602d46);
        
    
        var popup_af281eb3072a4c3793239e23e459e622 = L.popup({"maxWidth": "100%"});

        
            var html_c742153942094210ba74014fd06a9821 = $(`<div id="html_c742153942094210ba74014fd06a9821" style="width: 100.0%; height: 100.0%;">Cinnabon, 302 B&amp;C, Next to PVR, Third Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_af281eb3072a4c3793239e23e459e622.setContent(html_c742153942094210ba74014fd06a9821);
        

        marker_0d38320505a748a0aaf2e4db637e3ccb.bindPopup(popup_af281eb3072a4c3793239e23e459e622)
        ;

        
    
    
            var marker_bafcd9633bdd4d498c61c7da5d4f04e3 = L.marker(
                [30.7149, 76.7518],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_9277af35c61b4cb699226f765e6535ea = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_bafcd9633bdd4d498c61c7da5d4f04e3.setIcon(icon_9277af35c61b4cb699226f765e6535ea);
        
    
        var popup_1851ce01533742ccb76cf12f15e71b3f = L.popup({"maxWidth": "100%"});

        
            var html_6f79bf5fee184da5b772c65b8f8eb11c = $(`<div id="html_6f79bf5fee184da5b772c65b8f8eb11c" style="width: 100.0%; height: 100.0%;">Classic 44, SCO 413, Sector 44 D, Sector 44, Chandigarh</div>`)[0];
            popup_1851ce01533742ccb76cf12f15e71b3f.setContent(html_6f79bf5fee184da5b772c65b8f8eb11c);
        

        marker_bafcd9633bdd4d498c61c7da5d4f04e3.bindPopup(popup_1851ce01533742ccb76cf12f15e71b3f)
        ;

        
    
    
            var marker_19de53ec918547208e7ff7eb89dd8e85 = L.marker(
                [30.7053, 76.8012],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_ce7dac8a61df4a7f990b6a3e9097cc8f = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_19de53ec918547208e7ff7eb89dd8e85.setIcon(icon_ce7dac8a61df4a7f990b6a3e9097cc8f);
        
    
        var popup_3cac7ae1ab3d4f9da139d29aa89882ba = L.popup({"maxWidth": "100%"});

        
            var html_4c46ed14d23548fbbd4b45b43f65e15b = $(`<div id="html_4c46ed14d23548fbbd4b45b43f65e15b" style="width: 100.0%; height: 100.0%;">Barcelos, 306, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_3cac7ae1ab3d4f9da139d29aa89882ba.setContent(html_4c46ed14d23548fbbd4b45b43f65e15b);
        

        marker_19de53ec918547208e7ff7eb89dd8e85.bindPopup(popup_3cac7ae1ab3d4f9da139d29aa89882ba)
        ;

        
    
    
            var marker_2765b32d8af14b618f6019d17a65d472 = L.marker(
                [30.7595, 76.7829],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_0424c1a8c19c4473b514298e803166a7 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_2765b32d8af14b618f6019d17a65d472.setIcon(icon_0424c1a8c19c4473b514298e803166a7);
        
    
        var popup_c5d21ba4b50a4323a138992c4f5b043c = L.popup({"maxWidth": "100%"});

        
            var html_d599096a42e14276be88a415e818c52b = $(`<div id="html_d599096a42e14276be88a415e818c52b" style="width: 100.0%; height: 100.0%;">Subway, Booth 41, Sector 11 D, Chandigarh</div>`)[0];
            popup_c5d21ba4b50a4323a138992c4f5b043c.setContent(html_d599096a42e14276be88a415e818c52b);
        

        marker_2765b32d8af14b618f6019d17a65d472.bindPopup(popup_c5d21ba4b50a4323a138992c4f5b043c)
        ;

        
    
    
            var marker_5a930e44540d461099d0e473caeb17de = L.marker(
                [30.7057, 76.8006],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_620ee460bb2e449294b54bc96b5f0acd = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_5a930e44540d461099d0e473caeb17de.setIcon(icon_620ee460bb2e449294b54bc96b5f0acd);
        
    
        var popup_5846acbc2b6c406cb871e2bffef4e1da = L.popup({"maxWidth": "100%"});

        
            var html_74298c02fe6e4c8598b1b822c2495091 = $(`<div id="html_74298c02fe6e4c8598b1b822c2495091" style="width: 100.0%; height: 100.0%;">The Brew Estate, 3rd Floor, #308, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_5846acbc2b6c406cb871e2bffef4e1da.setContent(html_74298c02fe6e4c8598b1b822c2495091);
        

        marker_5a930e44540d461099d0e473caeb17de.bindPopup(popup_5846acbc2b6c406cb871e2bffef4e1da)
        ;

        
    
    
            var marker_3c132b6a158c463c95387d511d1a71a6 = L.marker(
                [30.7061, 76.8009],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_56ae1b8374ea4b09a34adeba9a186008 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_3c132b6a158c463c95387d511d1a71a6.setIcon(icon_56ae1b8374ea4b09a34adeba9a186008);
        
    
        var popup_2462c57eb2154e14a814ab8cfd62e7ba = L.popup({"maxWidth": "100%"});

        
            var html_11b14cecbbc642e5a9e31da43047e34f = $(`<div id="html_11b14cecbbc642e5a9e31da43047e34f" style="width: 100.0%; height: 100.0%;">Sagar Ratna, Third Floor, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_2462c57eb2154e14a814ab8cfd62e7ba.setContent(html_11b14cecbbc642e5a9e31da43047e34f);
        

        marker_3c132b6a158c463c95387d511d1a71a6.bindPopup(popup_2462c57eb2154e14a814ab8cfd62e7ba)
        ;

        
    
    
            var marker_1458cda88ec3408f90cf3edb91c4c424 = L.marker(
                [30.7008, 76.7922],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_de2c1d6ff7e6448eade7c693af1ec2c3 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_1458cda88ec3408f90cf3edb91c4c424.setIcon(icon_de2c1d6ff7e6448eade7c693af1ec2c3);
        
    
        var popup_f77a798798bb4bee9d7772cbe795ee5e = L.popup({"maxWidth": "100%"});

        
            var html_fdb4d6fab81541c2919a3a728ac1c718 = $(`<div id="html_fdb4d6fab81541c2919a3a728ac1c718" style="width: 100.0%; height: 100.0%;">Kings Cross, The Altius Hotel, 25/9, Phase 2, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_f77a798798bb4bee9d7772cbe795ee5e.setContent(html_fdb4d6fab81541c2919a3a728ac1c718);
        

        marker_1458cda88ec3408f90cf3edb91c4c424.bindPopup(popup_f77a798798bb4bee9d7772cbe795ee5e)
        ;

        
    
    
            var marker_2dbb42d18afb48ca92b880b8f096a150 = L.marker(
                [30.7052, 76.801],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_a0326aac92fe4130a0590a4a69dda125 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_2dbb42d18afb48ca92b880b8f096a150.setIcon(icon_a0326aac92fe4130a0590a4a69dda125);
        
    
        var popup_e1878a812b894ff383aad212326a694f = L.popup({"maxWidth": "100%"});

        
            var html_b8bb88d86de147a0a7bf1f829525cceb = $(`<div id="html_b8bb88d86de147a0a7bf1f829525cceb" style="width: 100.0%; height: 100.0%;">Brooklyn Central, 51A, Courtyard, Ground Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_e1878a812b894ff383aad212326a694f.setContent(html_b8bb88d86de147a0a7bf1f829525cceb);
        

        marker_2dbb42d18afb48ca92b880b8f096a150.bindPopup(popup_e1878a812b894ff383aad212326a694f)
        ;

        
    
    
            var marker_f9a145b6cc4143849af50b38610bae90 = L.marker(
                [30.7381, 76.7663],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_9f592910b713444098f6e24108c6a558 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_f9a145b6cc4143849af50b38610bae90.setIcon(icon_9f592910b713444098f6e24108c6a558);
        
    
        var popup_907e6e4c1f48464ab0960103daa09e2c = L.popup({"maxWidth": "100%"});

        
            var html_1a5f7aab63f44acf95146eaa92f19a89 = $(`<div id="html_1a5f7aab63f44acf95146eaa92f19a89" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCO 27, Sector 23, Chandigarh</div>`)[0];
            popup_907e6e4c1f48464ab0960103daa09e2c.setContent(html_1a5f7aab63f44acf95146eaa92f19a89);
        

        marker_f9a145b6cc4143849af50b38610bae90.bindPopup(popup_907e6e4c1f48464ab0960103daa09e2c)
        ;

        
    
    
            var marker_85440246c5f94033b4872a18dd4a9809 = L.marker(
                [30.7387, 76.7486],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_fdbfc5244d554a6582e324a9fc982861 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_85440246c5f94033b4872a18dd4a9809.setIcon(icon_fdbfc5244d554a6582e324a9fc982861);
        
    
        var popup_3e7346aa3cd147b9a8f3a63ba72204e9 = L.popup({"maxWidth": "100%"});

        
            var html_c9f0618bda194aaa827c1a4c8194edb0 = $(`<div id="html_c9f0618bda194aaa827c1a4c8194edb0" style="width: 100.0%; height: 100.0%;">The Roll Bar, Booth 255, Sector 37C, Sector 37, Chandigarh</div>`)[0];
            popup_3e7346aa3cd147b9a8f3a63ba72204e9.setContent(html_c9f0618bda194aaa827c1a4c8194edb0);
        

        marker_85440246c5f94033b4872a18dd4a9809.bindPopup(popup_3e7346aa3cd147b9a8f3a63ba72204e9)
        ;

        
    
    
            var marker_56e0ae9c9eab42cda004a20e2564daa3 = L.marker(
                [30.7187, 76.8019],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_b3ae6ff7ccad4e1cb510fe12fbea6add = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_56e0ae9c9eab42cda004a20e2564daa3.setIcon(icon_b3ae6ff7ccad4e1cb510fe12fbea6add);
        
    
        var popup_09616aa55dad4496baf7ba808e019c3b = L.popup({"maxWidth": "100%"});

        
            var html_f31ec2e21ebe4f3a89e51233bda0cb9a = $(`<div id="html_f31ec2e21ebe4f3a89e51233bda0cb9a" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, Hotel White Palace, SCO 143, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_09616aa55dad4496baf7ba808e019c3b.setContent(html_f31ec2e21ebe4f3a89e51233bda0cb9a);
        

        marker_56e0ae9c9eab42cda004a20e2564daa3.bindPopup(popup_09616aa55dad4496baf7ba808e019c3b)
        ;

        
    
    
            var marker_a028a47fafa14558abe62c9afe73081e = L.marker(
                [30.7379, 76.7835],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_e6f09aef55614c5d91d0824eaf926fb4 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_a028a47fafa14558abe62c9afe73081e.setIcon(icon_e6f09aef55614c5d91d0824eaf926fb4);
        
    
        var popup_ef9dfc9c67f04114bfc43500efa91192 = L.popup({"maxWidth": "100%"});

        
            var html_446f9bebaad04fdd82840bd67afbd419 = $(`<div id="html_446f9bebaad04fdd82840bd67afbd419" style="width: 100.0%; height: 100.0%;">Sagar Ratna, SCO 47, Sector 17 E, Sector 17, Chandigarh</div>`)[0];
            popup_ef9dfc9c67f04114bfc43500efa91192.setContent(html_446f9bebaad04fdd82840bd67afbd419);
        

        marker_a028a47fafa14558abe62c9afe73081e.bindPopup(popup_ef9dfc9c67f04114bfc43500efa91192)
        ;

        
    
    
            var marker_dbe0ad97f5e146569f4158c2dc203030 = L.marker(
                [30.7297, 76.7912],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f51c5a59845b472ebe0d74a4211b564e = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_dbe0ad97f5e146569f4158c2dc203030.setIcon(icon_f51c5a59845b472ebe0d74a4211b564e);
        
    
        var popup_3140545d2f4c488ba741273fc5683745 = L.popup({"maxWidth": "100%"});

        
            var html_42b506db49be4e8c9f7e465391e6fe79 = $(`<div id="html_42b506db49be4e8c9f7e465391e6fe79" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCF 31, Sector 19 D, Sector 19, Chandigarh</div>`)[0];
            popup_3140545d2f4c488ba741273fc5683745.setContent(html_42b506db49be4e8c9f7e465391e6fe79);
        

        marker_dbe0ad97f5e146569f4158c2dc203030.bindPopup(popup_3140545d2f4c488ba741273fc5683745)
        ;

        
    
    
            var marker_ad496ca927284337b5afe413c7e3489f = L.marker(
                [30.7383, 76.7841],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_c737b3962f3f4f649a57ea08798786de = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_ad496ca927284337b5afe413c7e3489f.setIcon(icon_c737b3962f3f4f649a57ea08798786de);
        
    
        var popup_72869a403a934336a21bb569c6310c75 = L.popup({"maxWidth": "100%"});

        
            var html_d4d8cac672b1459dba5b3e48d368d285 = $(`<div id="html_d4d8cac672b1459dba5b3e48d368d285" style="width: 100.0%; height: 100.0%;">Sindhi Sweets, SCO 108 &amp; 109, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_72869a403a934336a21bb569c6310c75.setContent(html_d4d8cac672b1459dba5b3e48d368d285);
        

        marker_ad496ca927284337b5afe413c7e3489f.bindPopup(popup_72869a403a934336a21bb569c6310c75)
        ;

        
    
    
            var marker_0d9ac97a68a94a59b7724059e10f4687 = L.marker(
                [30.7286, 76.8027],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_8e97b08d73624bf7874c9dafa69bcece = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_0d9ac97a68a94a59b7724059e10f4687.setIcon(icon_8e97b08d73624bf7874c9dafa69bcece);
        
    
        var popup_3ae14cf2a4a74fe5b457d54dccb1110e = L.popup({"maxWidth": "100%"});

        
            var html_769ca277769c4489b2a543b316787754 = $(`<div id="html_769ca277769c4489b2a543b316787754" style="width: 100.0%; height: 100.0%;">Swagath Restaurant &amp; Bar, SCO 7, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_3ae14cf2a4a74fe5b457d54dccb1110e.setContent(html_769ca277769c4489b2a543b316787754);
        

        marker_0d9ac97a68a94a59b7724059e10f4687.bindPopup(popup_3ae14cf2a4a74fe5b457d54dccb1110e)
        ;

        
    
    
            var marker_058c89c89505455cb87b3ff4a36611ff = L.marker(
                [30.7096, 76.801],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_632775d581874caeb6c75bcb69edf5d5 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_058c89c89505455cb87b3ff4a36611ff.setIcon(icon_632775d581874caeb6c75bcb69edf5d5);
        
    
        var popup_ff9f1ec3922f44868031ead39c108ecd = L.popup({"maxWidth": "100%"});

        
            var html_9f038f2bc2d7492faff2ab4100cf799d = $(`<div id="html_9f038f2bc2d7492faff2ab4100cf799d" style="width: 100.0%; height: 100.0%;">The Billionaires Club, 4th Floor, City Emporium Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_ff9f1ec3922f44868031ead39c108ecd.setContent(html_9f038f2bc2d7492faff2ab4100cf799d);
        

        marker_058c89c89505455cb87b3ff4a36611ff.bindPopup(popup_ff9f1ec3922f44868031ead39c108ecd)
        ;

        
    
    
            var marker_5ab148541abc478a858185e7f614f670 = L.marker(
                [30.7055, 76.8034],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_020f883aaacc4d22907832fa07db9d0c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_5ab148541abc478a858185e7f614f670.setIcon(icon_020f883aaacc4d22907832fa07db9d0c);
        
    
        var popup_372ca550764949699ee492f48e88eba6 = L.popup({"maxWidth": "100%"});

        
            var html_feb2597aa1f248958e087b79eb439aad = $(`<div id="html_feb2597aa1f248958e087b79eb439aad" style="width: 100.0%; height: 100.0%;">Slounge - Lemon Tree Hotel, Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_372ca550764949699ee492f48e88eba6.setContent(html_feb2597aa1f248958e087b79eb439aad);
        

        marker_5ab148541abc478a858185e7f614f670.bindPopup(popup_372ca550764949699ee492f48e88eba6)
        ;

        
    
    
            var marker_7b9912e901894128b39119cd422a3207 = L.marker(
                [30.7461, 76.7434],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_8ae86a5116e14a0285ab20b647621cf5 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_7b9912e901894128b39119cd422a3207.setIcon(icon_8ae86a5116e14a0285ab20b647621cf5);
        
    
        var popup_f404a2a779d14ca5be973459236befe3 = L.popup({"maxWidth": "100%"});

        
            var html_4369257fc131448590d77f4a69aa2dcf = $(`<div id="html_4369257fc131448590d77f4a69aa2dcf" style="width: 100.0%; height: 100.0%;">Subway, SCO 314, Sector 38 D, Sector 38, Chandigarh</div>`)[0];
            popup_f404a2a779d14ca5be973459236befe3.setContent(html_4369257fc131448590d77f4a69aa2dcf);
        

        marker_7b9912e901894128b39119cd422a3207.bindPopup(popup_f404a2a779d14ca5be973459236befe3)
        ;

        
    
    
            var marker_ead223da5eaf4c2e9697743ca3775f87 = L.marker(
                [30.7544, 76.7877],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_25dab9c3fec440b987c166ac4e98bc4d = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_ead223da5eaf4c2e9697743ca3775f87.setIcon(icon_25dab9c3fec440b987c166ac4e98bc4d);
        
    
        var popup_4658ba05b0e64d209a5e7204c3a708c5 = L.popup({"maxWidth": "100%"});

        
            var html_a0fc2358cecb4f15acfb2815374c4bd9 = $(`<div id="html_a0fc2358cecb4f15acfb2815374c4bd9" style="width: 100.0%; height: 100.0%;">Bakes &amp; Beans, 9, Main Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_4658ba05b0e64d209a5e7204c3a708c5.setContent(html_a0fc2358cecb4f15acfb2815374c4bd9);
        

        marker_ead223da5eaf4c2e9697743ca3775f87.bindPopup(popup_4658ba05b0e64d209a5e7204c3a708c5)
        ;

        
    
    
            var marker_e59ccce8364845b0ac72d201b8c0b073 = L.marker(
                [30.7246, 76.7687],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_8cadfcc883b443f9bc094793537b599c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_e59ccce8364845b0ac72d201b8c0b073.setIcon(icon_8cadfcc883b443f9bc094793537b599c);
        
    
        var popup_9f3cedf8424f441892dfdc524b2aedc0 = L.popup({"maxWidth": "100%"});

        
            var html_b2915036d2254b298750f1ecd051fc07 = $(`<div id="html_b2915036d2254b298750f1ecd051fc07" style="width: 100.0%; height: 100.0%;">Domino&#39;s Pizza, SCO 13-15, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_9f3cedf8424f441892dfdc524b2aedc0.setContent(html_b2915036d2254b298750f1ecd051fc07);
        

        marker_e59ccce8364845b0ac72d201b8c0b073.bindPopup(popup_9f3cedf8424f441892dfdc524b2aedc0)
        ;

        
    
    
            var marker_2e5bd84c26974717b25d20a090bfb7e8 = L.marker(
                [30.7226, 76.7619],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_9ae9d69fb69d4065a9ca65862f300c60 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_2e5bd84c26974717b25d20a090bfb7e8.setIcon(icon_9ae9d69fb69d4065a9ca65862f300c60);
        
    
        var popup_31d342ff526743a9bcbc28149275a40b = L.popup({"maxWidth": "100%"});

        
            var html_11e2736c44ac4e8aa748053381aa7ec2 = $(`<div id="html_11e2736c44ac4e8aa748053381aa7ec2" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day Lounge, SCO 411 &amp; 412, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_31d342ff526743a9bcbc28149275a40b.setContent(html_11e2736c44ac4e8aa748053381aa7ec2);
        

        marker_2e5bd84c26974717b25d20a090bfb7e8.bindPopup(popup_31d342ff526743a9bcbc28149275a40b)
        ;

        
    
    
            var marker_9131d7127c0b482987805fd2160d8f89 = L.marker(
                [30.7222, 76.7612],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_61a5ca917ecf482280a2f989490cfec9 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_9131d7127c0b482987805fd2160d8f89.setIcon(icon_61a5ca917ecf482280a2f989490cfec9);
        
    
        var popup_7b58591ab9f348e3987b0d3a86409354 = L.popup({"maxWidth": "100%"});

        
            var html_9aa9103a311741528371aa83acc84a46 = $(`<div id="html_9aa9103a311741528371aa83acc84a46" style="width: 100.0%; height: 100.0%;">KFC, SCO 425 &amp; 426, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_7b58591ab9f348e3987b0d3a86409354.setContent(html_9aa9103a311741528371aa83acc84a46);
        

        marker_9131d7127c0b482987805fd2160d8f89.bindPopup(popup_7b58591ab9f348e3987b0d3a86409354)
        ;

        
    
    
            var marker_c4d3120dd93e4d1991d3fdea0aeaf07a = L.marker(
                [30.7161, 76.805],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_c884363abadd4d5c8f371d5626c723dd = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_c4d3120dd93e4d1991d3fdea0aeaf07a.setIcon(icon_c884363abadd4d5c8f371d5626c723dd);
        
    
        var popup_950b91e9a12842cfb64c022a6a532d26 = L.popup({"maxWidth": "100%"});

        
            var html_171b6286d14645c1b0db1a54fbd6d677 = $(`<div id="html_171b6286d14645c1b0db1a54fbd6d677" style="width: 100.0%; height: 100.0%;">Deluxe Dhaba, SCO 14 &amp; 15, Sector 28 C, Sector 28, Chandigarh</div>`)[0];
            popup_950b91e9a12842cfb64c022a6a532d26.setContent(html_171b6286d14645c1b0db1a54fbd6d677);
        

        marker_c4d3120dd93e4d1991d3fdea0aeaf07a.bindPopup(popup_950b91e9a12842cfb64c022a6a532d26)
        ;

        
    
    
            var marker_1a39708720c2445eb97547e44bbed665 = L.marker(
                [30.7057, 76.8013],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_ff6a4186def241e3bd1db8ee4acc285d = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_1a39708720c2445eb97547e44bbed665.setIcon(icon_ff6a4186def241e3bd1db8ee4acc285d);
        
    
        var popup_d795791b00424f5bb710e35007c10a1e = L.popup({"maxWidth": "100%"});

        
            var html_a9c9a1d6ebd745e6bb0c810b6cb71d8c = $(`<div id="html_a9c9a1d6ebd745e6bb0c810b6cb71d8c" style="width: 100.0%; height: 100.0%;">Pizza Hut, Unit 38, Third Flour, Plot 178-178-A, Industrial And Business Park, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_d795791b00424f5bb710e35007c10a1e.setContent(html_a9c9a1d6ebd745e6bb0c810b6cb71d8c);
        

        marker_1a39708720c2445eb97547e44bbed665.bindPopup(popup_d795791b00424f5bb710e35007c10a1e)
        ;

        
    
    
            var marker_a00acdf543f64f32925d6f652df30c87 = L.marker(
                [30.7376, 76.7658],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_5d56d40a96e24481a6b4516ebc47cefb = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_a00acdf543f64f32925d6f652df30c87.setIcon(icon_5d56d40a96e24481a6b4516ebc47cefb);
        
    
        var popup_346f592730f44251bac5ab72b47bb683 = L.popup({"maxWidth": "100%"});

        
            var html_65958effeaaf412384a0f4269430dc78 = $(`<div id="html_65958effeaaf412384a0f4269430dc78" style="width: 100.0%; height: 100.0%;">New Krishna Sweet, SCO 14, Sector 23, Chandigarh</div>`)[0];
            popup_346f592730f44251bac5ab72b47bb683.setContent(html_65958effeaaf412384a0f4269430dc78);
        

        marker_a00acdf543f64f32925d6f652df30c87.bindPopup(popup_346f592730f44251bac5ab72b47bb683)
        ;

        
    
    
            var marker_978f3fed3b104dfbbdc1db945a5d1db8 = L.marker(
                [30.7469, 76.776],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_f9bcebaa690d4da8aeffb6ca3edb027b = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_978f3fed3b104dfbbdc1db945a5d1db8.setIcon(icon_f9bcebaa690d4da8aeffb6ca3edb027b);
        
    
        var popup_e772f881b3e748ab886ce8c2dc495794 = L.popup({"maxWidth": "100%"});

        
            var html_242ec8f9bd5e484182a2f56dd5f11081 = $(`<div id="html_242ec8f9bd5e484182a2f56dd5f11081" style="width: 100.0%; height: 100.0%;">Books N Brew, SCO 8, 1st Floor, Sector 16, Chandigarh</div>`)[0];
            popup_e772f881b3e748ab886ce8c2dc495794.setContent(html_242ec8f9bd5e484182a2f56dd5f11081);
        

        marker_978f3fed3b104dfbbdc1db945a5d1db8.bindPopup(popup_e772f881b3e748ab886ce8c2dc495794)
        ;

        
    
    
            var marker_d3c9e689ab074521b23aa95f733cb0a5 = L.marker(
                [30.7071, 76.7967],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_99bd1d08ed5046a1a7c94295514501a3 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_d3c9e689ab074521b23aa95f733cb0a5.setIcon(icon_99bd1d08ed5046a1a7c94295514501a3);
        
    
        var popup_0c2661a4cda445d18ac0267270525c42 = L.popup({"maxWidth": "100%"});

        
            var html_47986e869d6d4654b121b41979a55424 = $(`<div id="html_47986e869d6d4654b121b41979a55424" style="width: 100.0%; height: 100.0%;">The Tipsy Bulls, G2, Plot 177D, Ground Floor, Centra Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_0c2661a4cda445d18ac0267270525c42.setContent(html_47986e869d6d4654b121b41979a55424);
        

        marker_d3c9e689ab074521b23aa95f733cb0a5.bindPopup(popup_0c2661a4cda445d18ac0267270525c42)
        ;

        
    
    
            var marker_7c4310fc0efc4606bc7b20570a37d656 = L.marker(
                [30.7663, 76.7835],
                {}
            ).addTo(map_2ca0a3175c2a490a9f637665fd212d80);
        
    
            var icon_a4ba56539de04507ae3191636b1cc69c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_7c4310fc0efc4606bc7b20570a37d656.setIcon(icon_a4ba56539de04507ae3191636b1cc69c);
        
    
        var popup_1fbea72308284ce59ceaf862c4f57132 = L.popup({"maxWidth": "100%"});

        
            var html_5a4889055ce2404cadf5377ace5dc8d2 = $(`<div id="html_5a4889055ce2404cadf5377ace5dc8d2" style="width: 100.0%; height: 100.0%;">Hungry Birds, Shop 113, PEC Market, Sector 12, Chandigarh</div>`)[0];
            popup_1fbea72308284ce59ceaf862c4f57132.setContent(html_5a4889055ce2404cadf5377ace5dc8d2);
        

        marker_7c4310fc0efc4606bc7b20570a37d656.bindPopup(popup_1fbea72308284ce59ceaf862c4f57132)
        ;

        
    
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x10397bcc0>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "color_map = {'Low': 'red', 'Okay': 'orange', 'Good': 'green', 'Very good': 'darkgreen'}\n",
    "\n",
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "\n",
    "for name, address, latitude, longitude, rating_bin in zip(selected_venues['venue'], \n",
    "                                                          selected_venues['address'], \n",
    "                                                          selected_venues['latitude'], \n",
    "                                                          selected_venues['longitude'], \n",
    "                                                          selected_venues['rating_bin']):\n",
    "    label = '{}, {}'.format(name, address)\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    folium.Marker(\n",
    "        [latitude, longitude],\n",
    "        icon = folium.Icon(color = color_map[rating_bin]),\n",
    "        popup = label).add_to(chandigarh_map)  \n",
    "\n",
    "chandigarh_map.save(\"maps/Venues Ratings.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The map has the location of all the venues. It appears that many venues are located near about **Sector 35**, **Sector 17** and **Elante Mall** with rating above 3. If someone wants to explore new venues, they should definitely check out Sector 35, Sector 17 or Elante Mall."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Price\n",
    "\n",
    "We will now take a look the venues based on the price values. We have two price features for our venues, one is `average_price` which defines the average cost for one person and the other is `price_range` which determines the price range as defined by Zomato."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will first explore the `average_price` using a scatter plot between the price and the count of venues with that average price. We'll size the points based on the price to highlight their price."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Count of venues with given average price')"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "average_prices = selected_venues['average_price'].value_counts().sort_index()\n",
    "plt.figure(figsize = (20, 12))\n",
    "plt.scatter(average_prices.index, \n",
    "            average_prices.values, \n",
    "            s = average_prices.index*10, \n",
    "            c = cm.rainbow(np.linspace(0, 1, len(average_prices.index))))\n",
    "plt.xlabel(\"Price per person\", fontsize = 16)\n",
    "plt.ylabel(\"Venue count\", fontsize = 16)\n",
    "plt.title(\"Count of venues with given average price\", fontsize = 16)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the plot above we can see that a large number of venues have an average price between Rs 200 and Rs 400."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Users might also be interested in going to a place that fits in their budget. I'll use the `price_range` column to plot the venues on a map. We'll represent the venues with lower price in green and move towards red as the price increases."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!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@1.4.0/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@1.4.0/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_14df3b20ef3447aeb462841c253e8e3f {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_14df3b20ef3447aeb462841c253e8e3f" ></div>
        
</body>
<script>    
    
            var map_14df3b20ef3447aeb462841c253e8e3f = L.map(
                "map_14df3b20ef3447aeb462841c253e8e3f",
                {
                    center: [30.7333, 76.7794],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_7a205d7189ca4a2f92c721fa5cc108d4 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "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_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var marker_c880d86c49844e2e86554bce6b93b07a = L.marker(
                [30.7302, 76.7735],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_77fd6cae366749e9873aa28be5546221 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_c880d86c49844e2e86554bce6b93b07a.setIcon(icon_77fd6cae366749e9873aa28be5546221);
        
    
        var popup_e217fc438c81427a9d801a946dfcb84c = L.popup({"maxWidth": "100%"});

        
            var html_1e73155f83b6497eb716d99e9a6f35ff = $(`<div id="html_1e73155f83b6497eb716d99e9a6f35ff" style="width: 100.0%; height: 100.0%;">Sundarams, Hotel Aroma Complex, Himalaya Marg, Sector 22 C, Sector 22, Chandigarh</div>`)[0];
            popup_e217fc438c81427a9d801a946dfcb84c.setContent(html_1e73155f83b6497eb716d99e9a6f35ff);
        

        marker_c880d86c49844e2e86554bce6b93b07a.bindPopup(popup_e217fc438c81427a9d801a946dfcb84c)
        ;

        
    
    
            var marker_fa0f87b4141b416785029c9a24a429e9 = L.marker(
                [30.7475, 76.7933],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_9b18e78d1e724c7385dd8d01e313b88b = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_fa0f87b4141b416785029c9a24a429e9.setIcon(icon_9b18e78d1e724c7385dd8d01e313b88b);
        
    
        var popup_1e28a03ef919488f8930eb79fdfd5440 = L.popup({"maxWidth": "100%"});

        
            var html_884f2afda0dd4c2f82050b5032172bf0 = $(`<div id="html_884f2afda0dd4c2f82050b5032172bf0" style="width: 100.0%; height: 100.0%;">Backpackers Cafe, SCF 16, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_1e28a03ef919488f8930eb79fdfd5440.setContent(html_884f2afda0dd4c2f82050b5032172bf0);
        

        marker_fa0f87b4141b416785029c9a24a429e9.bindPopup(popup_1e28a03ef919488f8930eb79fdfd5440)
        ;

        
    
    
            var marker_1635b2e8f88f4a20a93d1d27e8c59deb = L.marker(
                [30.7405, 76.7816],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_109d1ef158034e68917f8286bddf070c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_1635b2e8f88f4a20a93d1d27e8c59deb.setIcon(icon_109d1ef158034e68917f8286bddf070c);
        
    
        var popup_a1df2cb731304583a1b8c6d4d06d5137 = L.popup({"maxWidth": "100%"});

        
            var html_5f7b791f95294700a7e60d6962fe5bb1 = $(`<div id="html_5f7b791f95294700a7e60d6962fe5bb1" style="width: 100.0%; height: 100.0%;">Softy Corner, SCO 87, Sector 17, Chandigarh</div>`)[0];
            popup_a1df2cb731304583a1b8c6d4d06d5137.setContent(html_5f7b791f95294700a7e60d6962fe5bb1);
        

        marker_1635b2e8f88f4a20a93d1d27e8c59deb.bindPopup(popup_a1df2cb731304583a1b8c6d4d06d5137)
        ;

        
    
    
            var marker_7ed31fbee1c348cfac55b5ed1d0c770a = L.marker(
                [30.7408, 76.7822],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_541f8c950f6a457897b6653ac1f76aa8 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_7ed31fbee1c348cfac55b5ed1d0c770a.setIcon(icon_541f8c950f6a457897b6653ac1f76aa8);
        
    
        var popup_d79fef2393bb45b6a0b2d03c8f2cf9ca = L.popup({"maxWidth": "100%"});

        
            var html_d9bc242255e947a1bfac079cc24c3e78 = $(`<div id="html_d9bc242255e947a1bfac079cc24c3e78" style="width: 100.0%; height: 100.0%;">Hot Millions, SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</div>`)[0];
            popup_d79fef2393bb45b6a0b2d03c8f2cf9ca.setContent(html_d9bc242255e947a1bfac079cc24c3e78);
        

        marker_7ed31fbee1c348cfac55b5ed1d0c770a.bindPopup(popup_d79fef2393bb45b6a0b2d03c8f2cf9ca)
        ;

        
    
    
            var marker_98974f2945d741379147abec11611e1e = L.marker(
                [30.7216, 76.7601],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_b55fdebe9f1d49a98b5de4b3f1d716c0 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_98974f2945d741379147abec11611e1e.setIcon(icon_b55fdebe9f1d49a98b5de4b3f1d716c0);
        
    
        var popup_b9997b56021e4cce9de7856092712f4a = L.popup({"maxWidth": "100%"});

        
            var html_6efbeee542a9400cb08d9e4d7048bd72 = $(`<div id="html_6efbeee542a9400cb08d9e4d7048bd72" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_b9997b56021e4cce9de7856092712f4a.setContent(html_6efbeee542a9400cb08d9e4d7048bd72);
        

        marker_98974f2945d741379147abec11611e1e.bindPopup(popup_b9997b56021e4cce9de7856092712f4a)
        ;

        
    
    
            var marker_e0e6fc44cd0e45aa83d2734775c12681 = L.marker(
                [30.7256, 76.8052],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_5b1df2c169084cd9a7d7cbc3a9cc686c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_e0e6fc44cd0e45aa83d2734775c12681.setIcon(icon_5b1df2c169084cd9a7d7cbc3a9cc686c);
        
    
        var popup_c2cdd18db5854e5990bf0e3c5c6a5404 = L.popup({"maxWidth": "100%"});

        
            var html_54bf99fa4f2d4750938026d519349c19 = $(`<div id="html_54bf99fa4f2d4750938026d519349c19" style="width: 100.0%; height: 100.0%;">Mainland China, SCO 40, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_c2cdd18db5854e5990bf0e3c5c6a5404.setContent(html_54bf99fa4f2d4750938026d519349c19);
        

        marker_e0e6fc44cd0e45aa83d2734775c12681.bindPopup(popup_c2cdd18db5854e5990bf0e3c5c6a5404)
        ;

        
    
    
            var marker_ee07069aa414471b82d97d6ce2930e2a = L.marker(
                [30.748, 76.7933],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_b16eb491e8cc461ea3ea13bd06db6040 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_ee07069aa414471b82d97d6ce2930e2a.setIcon(icon_b16eb491e8cc461ea3ea13bd06db6040);
        
    
        var popup_728dd0fd6b4447aa9ea48912d78210c6 = L.popup({"maxWidth": "100%"});

        
            var html_509c58290b764936b7a25b413e947d95 = $(`<div id="html_509c58290b764936b7a25b413e947d95" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, Booth 31-34, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_728dd0fd6b4447aa9ea48912d78210c6.setContent(html_509c58290b764936b7a25b413e947d95);
        

        marker_ee07069aa414471b82d97d6ce2930e2a.bindPopup(popup_728dd0fd6b4447aa9ea48912d78210c6)
        ;

        
    
    
            var marker_5190756818814c46a515b0c6aaa4d324 = L.marker(
                [30.7194, 76.8017],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_baa097939da84505869aa376854a7266 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_5190756818814c46a515b0c6aaa4d324.setIcon(icon_baa097939da84505869aa376854a7266);
        
    
        var popup_e3515827c1ba450f92b3e6b720229583 = L.popup({"maxWidth": "100%"});

        
            var html_a0a5976b176c429fbca7f3bcc20923a1 = $(`<div id="html_a0a5976b176c429fbca7f3bcc20923a1" style="width: 100.0%; height: 100.0%;">Old Pal Dhaba, Booth 165-166, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_e3515827c1ba450f92b3e6b720229583.setContent(html_a0a5976b176c429fbca7f3bcc20923a1);
        

        marker_5190756818814c46a515b0c6aaa4d324.bindPopup(popup_e3515827c1ba450f92b3e6b720229583)
        ;

        
    
    
            var marker_e50239c6ea904df29943103d202428a2 = L.marker(
                [30.7403, 76.7806],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_e00ceafd7177444f91457ef7bcbf7acf = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_e50239c6ea904df29943103d202428a2.setIcon(icon_e00ceafd7177444f91457ef7bcbf7acf);
        
    
        var popup_ea2a528e670b48be853b2ea55f9a770a = L.popup({"maxWidth": "100%"});

        
            var html_181a8cf943e3446ca58f115aa81ffb4f = $(`<div id="html_181a8cf943e3446ca58f115aa81ffb4f" style="width: 100.0%; height: 100.0%;">Indian Coffee House, SCO 12, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_ea2a528e670b48be853b2ea55f9a770a.setContent(html_181a8cf943e3446ca58f115aa81ffb4f);
        

        marker_e50239c6ea904df29943103d202428a2.bindPopup(popup_ea2a528e670b48be853b2ea55f9a770a)
        ;

        
    
    
            var marker_771c2b74d6ff41cd9019f167be0ec1ff = L.marker(
                [30.7622, 76.7698],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_76691fdf3faf42d6b9709945061d4393 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_771c2b74d6ff41cd9019f167be0ec1ff.setIcon(icon_76691fdf3faf42d6b9709945061d4393);
        
    
        var popup_ff08489d0df8468b89f885077a2b4ad0 = L.popup({"maxWidth": "100%"});

        
            var html_9270bf1bc322480d9d59b31eaa612103 = $(`<div id="html_9270bf1bc322480d9d59b31eaa612103" style="width: 100.0%; height: 100.0%;">Fresh Bite, Inner Punjab University, Near Student Centre, Sector 14, Chandigarh</div>`)[0];
            popup_ff08489d0df8468b89f885077a2b4ad0.setContent(html_9270bf1bc322480d9d59b31eaa612103);
        

        marker_771c2b74d6ff41cd9019f167be0ec1ff.bindPopup(popup_ff08489d0df8468b89f885077a2b4ad0)
        ;

        
    
    
            var marker_9a9b3cf6502841abaef96be9a4385780 = L.marker(
                [30.7058, 76.8012],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_088f5f5570df49b8b88f68e042fe31a2 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_9a9b3cf6502841abaef96be9a4385780.setIcon(icon_088f5f5570df49b8b88f68e042fe31a2);
        
    
        var popup_5fc10a3291f24e028cf5207b41e5d4d8 = L.popup({"maxWidth": "100%"});

        
            var html_6e5642d448b74a61ad21f9ec8671aa5b = $(`<div id="html_6e5642d448b74a61ad21f9ec8671aa5b" style="width: 100.0%; height: 100.0%;">Pizza Hut, 320, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_5fc10a3291f24e028cf5207b41e5d4d8.setContent(html_6e5642d448b74a61ad21f9ec8671aa5b);
        

        marker_9a9b3cf6502841abaef96be9a4385780.bindPopup(popup_5fc10a3291f24e028cf5207b41e5d4d8)
        ;

        
    
    
            var marker_1cbc50c13bb343eb811467bab2456d5d = L.marker(
                [30.7549, 76.7877],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_e4a5324ad277414f9e98458ea5042357 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_1cbc50c13bb343eb811467bab2456d5d.setIcon(icon_e4a5324ad277414f9e98458ea5042357);
        
    
        var popup_dcb1852bd9aa450ab6bd2de8d33e0636 = L.popup({"maxWidth": "100%"});

        
            var html_47667e3a94af4745b5a40829f6843056 = $(`<div id="html_47667e3a94af4745b5a40829f6843056" style="width: 100.0%; height: 100.0%;">The Willow Cafe, SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</div>`)[0];
            popup_dcb1852bd9aa450ab6bd2de8d33e0636.setContent(html_47667e3a94af4745b5a40829f6843056);
        

        marker_1cbc50c13bb343eb811467bab2456d5d.bindPopup(popup_dcb1852bd9aa450ab6bd2de8d33e0636)
        ;

        
    
    
            var marker_03aa96655dc8476ea1228e41e7fcee18 = L.marker(
                [30.741, 76.7974],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_401063c8ca13444cb2eb36b6e738c78c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_03aa96655dc8476ea1228e41e7fcee18.setIcon(icon_401063c8ca13444cb2eb36b6e738c78c);
        
    
        var popup_af23a004bcb34c2e97cd40beca71e747 = L.popup({"maxWidth": "100%"});

        
            var html_0b1357f7b77b47a292330d4ef91288a0 = $(`<div id="html_0b1357f7b77b47a292330d4ef91288a0" style="width: 100.0%; height: 100.0%;">Monica&#39;s Puddings &amp; Pies, Booth 20 &amp; 21, Inner Market, Sector 8 B, Sector 8, Chandigarh</div>`)[0];
            popup_af23a004bcb34c2e97cd40beca71e747.setContent(html_0b1357f7b77b47a292330d4ef91288a0);
        

        marker_03aa96655dc8476ea1228e41e7fcee18.bindPopup(popup_af23a004bcb34c2e97cd40beca71e747)
        ;

        
    
    
            var marker_4c79b335549b4e24b3ac9e1fb35fb70c = L.marker(
                [30.7547, 76.7873],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_e3c0899ff81843a69812596600ea00b1 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_4c79b335549b4e24b3ac9e1fb35fb70c.setIcon(icon_e3c0899ff81843a69812596600ea00b1);
        
    
        var popup_9a130a6cb50f4e2a94ae87facff3ccc9 = L.popup({"maxWidth": "100%"});

        
            var html_3659e80545cc4b44af83c52c9d1eeb01 = $(`<div id="html_3659e80545cc4b44af83c52c9d1eeb01" style="width: 100.0%; height: 100.0%;">Casa Bella Vista Pizzeria, Coal Depot, Backide Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_9a130a6cb50f4e2a94ae87facff3ccc9.setContent(html_3659e80545cc4b44af83c52c9d1eeb01);
        

        marker_4c79b335549b4e24b3ac9e1fb35fb70c.bindPopup(popup_9a130a6cb50f4e2a94ae87facff3ccc9)
        ;

        
    
    
            var marker_758b44af0b1c47d7b48ce2fea976f099 = L.marker(
                [30.7348, 76.7977],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_d160bbae49cb44dda1990c62b952957a = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "red", "prefix": "glyphicon"}
            );
            marker_758b44af0b1c47d7b48ce2fea976f099.setIcon(icon_d160bbae49cb44dda1990c62b952957a);
        
    
        var popup_ce76cb2385204a8ebc50e69d7949b896 = L.popup({"maxWidth": "100%"});

        
            var html_ec9940abbb1d412185cd921e34c6aa3b = $(`<div id="html_ec9940abbb1d412185cd921e34c6aa3b" style="width: 100.0%; height: 100.0%;">Virgin Courtyard, SCO 1A, Backside, Madhya Marg, Sector 7C, Sector 7, Chandigarh</div>`)[0];
            popup_ce76cb2385204a8ebc50e69d7949b896.setContent(html_ec9940abbb1d412185cd921e34c6aa3b);
        

        marker_758b44af0b1c47d7b48ce2fea976f099.bindPopup(popup_ce76cb2385204a8ebc50e69d7949b896)
        ;

        
    
    
            var marker_242b6f8288c7411ab8e526ca8ddc3ec4 = L.marker(
                [30.7332, 76.8032],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_dd5482236cbd41b4ac358db31c6efdf4 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_242b6f8288c7411ab8e526ca8ddc3ec4.setIcon(icon_dd5482236cbd41b4ac358db31c6efdf4);
        
    
        var popup_6f24322a1b9340338581b2a2064af7bf = L.popup({"maxWidth": "100%"});

        
            var html_ce24b3da17174c6db40afea105ca7321 = $(`<div id="html_ce24b3da17174c6db40afea105ca7321" style="width: 100.0%; height: 100.0%;">Cafe Nomad, 178, Inner Market, Sector 7, Chandigarh</div>`)[0];
            popup_6f24322a1b9340338581b2a2064af7bf.setContent(html_ce24b3da17174c6db40afea105ca7321);
        

        marker_242b6f8288c7411ab8e526ca8ddc3ec4.bindPopup(popup_6f24322a1b9340338581b2a2064af7bf)
        ;

        
    
    
            var marker_5c18533bd9c34f58bc35f60b51b2b8be = L.marker(
                [30.7235, 76.7675],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_203c3ccc8059447896c17865647311a3 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_5c18533bd9c34f58bc35f60b51b2b8be.setIcon(icon_203c3ccc8059447896c17865647311a3);
        
    
        var popup_0ab830fa25c64410b6301b620f66f2b7 = L.popup({"maxWidth": "100%"});

        
            var html_9eea951a71f644f395e3327e8481fdf4 = $(`<div id="html_9eea951a71f644f395e3327e8481fdf4" style="width: 100.0%; height: 100.0%;">FROYO  -  Frozen Yogurt &amp; Treats, 2nd Floor, Piccadily Cinema, Sector 34, Chandigarh</div>`)[0];
            popup_0ab830fa25c64410b6301b620f66f2b7.setContent(html_9eea951a71f644f395e3327e8481fdf4);
        

        marker_5c18533bd9c34f58bc35f60b51b2b8be.bindPopup(popup_0ab830fa25c64410b6301b620f66f2b7)
        ;

        
    
    
            var marker_8de82e2f78324f939bd0990b4d79f82e = L.marker(
                [30.706, 76.8007],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_b3a3cfd950684dd6928920ccd08204de = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_8de82e2f78324f939bd0990b4d79f82e.setIcon(icon_b3a3cfd950684dd6928920ccd08204de);
        
    
        var popup_175aec04ee4446cba8eae4dba0530a56 = L.popup({"maxWidth": "100%"});

        
            var html_5530dd28e62f41bb847274cab9c9240b = $(`<div id="html_5530dd28e62f41bb847274cab9c9240b" style="width: 100.0%; height: 100.0%;">The Pizza Kitchen, Kf 8, 1st Floor, Opposite Zara Kids, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_175aec04ee4446cba8eae4dba0530a56.setContent(html_5530dd28e62f41bb847274cab9c9240b);
        

        marker_8de82e2f78324f939bd0990b4d79f82e.bindPopup(popup_175aec04ee4446cba8eae4dba0530a56)
        ;

        
    
    
            var marker_ae0a00741301439ca686d9531719690f = L.marker(
                [30.7208, 76.759],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_3fbb763de8f24dc790d859c2bf032b73 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "red", "prefix": "glyphicon"}
            );
            marker_ae0a00741301439ca686d9531719690f.setIcon(icon_3fbb763de8f24dc790d859c2bf032b73);
        
    
        var popup_a58cd96683c045448951edc90b6b512c = L.popup({"maxWidth": "100%"});

        
            var html_446839c878c046159c0c272f9483b491 = $(`<div id="html_446839c878c046159c0c272f9483b491" style="width: 100.0%; height: 100.0%;">Peddlers, Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_a58cd96683c045448951edc90b6b512c.setContent(html_446839c878c046159c0c272f9483b491);
        

        marker_ae0a00741301439ca686d9531719690f.bindPopup(popup_a58cd96683c045448951edc90b6b512c)
        ;

        
    
    
            var marker_9a0375a0a1a34bee977c835b39b3a627 = L.marker(
                [30.7395, 76.7767],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_cbf33845f1c5471686bf3466f90c9eaf = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_9a0375a0a1a34bee977c835b39b3a627.setIcon(icon_cbf33845f1c5471686bf3466f90c9eaf);
        
    
        var popup_c1bdde1f61ce4a548af0d6bef5d72453 = L.popup({"maxWidth": "100%"});

        
            var html_ee8aa07c23dc4d298b42941adafbdd20 = $(`<div id="html_ee8aa07c23dc4d298b42941adafbdd20" style="width: 100.0%; height: 100.0%;">Cloud 9 - Hotel Shivalik View, Hotel Shivalik View, Sector 17, Chandigarh</div>`)[0];
            popup_c1bdde1f61ce4a548af0d6bef5d72453.setContent(html_ee8aa07c23dc4d298b42941adafbdd20);
        

        marker_9a0375a0a1a34bee977c835b39b3a627.bindPopup(popup_c1bdde1f61ce4a548af0d6bef5d72453)
        ;

        
    
    
            var marker_5323822613fb4fe98e7050f234091238 = L.marker(
                [30.7217, 76.7604],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_e160d4bad29545bb982cc24570001ff8 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_5323822613fb4fe98e7050f234091238.setIcon(icon_e160d4bad29545bb982cc24570001ff8);
        
    
        var popup_1bdc955d3edf488aa855de8cf484d495 = L.popup({"maxWidth": "100%"});

        
            var html_cac4c763db564d8db8741e5c83c34a7b = $(`<div id="html_cac4c763db564d8db8741e5c83c34a7b" style="width: 100.0%; height: 100.0%;">OvenFresh, SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_1bdc955d3edf488aa855de8cf484d495.setContent(html_cac4c763db564d8db8741e5c83c34a7b);
        

        marker_5323822613fb4fe98e7050f234091238.bindPopup(popup_1bdc955d3edf488aa855de8cf484d495)
        ;

        
    
    
            var marker_4be7a18ff21a43a88996db70e1192b4e = L.marker(
                [30.7051, 76.8018],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_8b6bd9b0b78f4a8fa6018ea2a97cf1bd = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_4be7a18ff21a43a88996db70e1192b4e.setIcon(icon_8b6bd9b0b78f4a8fa6018ea2a97cf1bd);
        
    
        var popup_059fe42e2e994096bfa79455f422e870 = L.popup({"maxWidth": "100%"});

        
            var html_21cb6d4aacc14181bdad346dba04a36c = $(`<div id="html_21cb6d4aacc14181bdad346dba04a36c" style="width: 100.0%; height: 100.0%;">Cinnabon, 302 B&amp;C, Next to PVR, Third Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_059fe42e2e994096bfa79455f422e870.setContent(html_21cb6d4aacc14181bdad346dba04a36c);
        

        marker_4be7a18ff21a43a88996db70e1192b4e.bindPopup(popup_059fe42e2e994096bfa79455f422e870)
        ;

        
    
    
            var marker_8fff6de6cf7c404ca750f44b7a501332 = L.marker(
                [30.7149, 76.7518],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_41f3d228b76c4b60a43bc35306ed1196 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_8fff6de6cf7c404ca750f44b7a501332.setIcon(icon_41f3d228b76c4b60a43bc35306ed1196);
        
    
        var popup_f9220dee22c34d4faebd0185064c0a24 = L.popup({"maxWidth": "100%"});

        
            var html_cc7185805623423cb40f793975692014 = $(`<div id="html_cc7185805623423cb40f793975692014" style="width: 100.0%; height: 100.0%;">Classic 44, SCO 413, Sector 44 D, Sector 44, Chandigarh</div>`)[0];
            popup_f9220dee22c34d4faebd0185064c0a24.setContent(html_cc7185805623423cb40f793975692014);
        

        marker_8fff6de6cf7c404ca750f44b7a501332.bindPopup(popup_f9220dee22c34d4faebd0185064c0a24)
        ;

        
    
    
            var marker_d083830ceda044fbb7753ed33b4b0998 = L.marker(
                [30.7053, 76.8012],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_963ae06aba7c493a945acb86359cac76 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_d083830ceda044fbb7753ed33b4b0998.setIcon(icon_963ae06aba7c493a945acb86359cac76);
        
    
        var popup_89ba51cd9edf4d98897863b2e4d1c323 = L.popup({"maxWidth": "100%"});

        
            var html_eb7891dbf24544e2b51ef14fad0ed6ce = $(`<div id="html_eb7891dbf24544e2b51ef14fad0ed6ce" style="width: 100.0%; height: 100.0%;">Barcelos, 306, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_89ba51cd9edf4d98897863b2e4d1c323.setContent(html_eb7891dbf24544e2b51ef14fad0ed6ce);
        

        marker_d083830ceda044fbb7753ed33b4b0998.bindPopup(popup_89ba51cd9edf4d98897863b2e4d1c323)
        ;

        
    
    
            var marker_cd725df8e3534af1988588b412ed3fd3 = L.marker(
                [30.7595, 76.7829],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_11b986ce8b334d2fb216a241da3a1e48 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_cd725df8e3534af1988588b412ed3fd3.setIcon(icon_11b986ce8b334d2fb216a241da3a1e48);
        
    
        var popup_9fc10eac68e74adfb28edeb03d8c247f = L.popup({"maxWidth": "100%"});

        
            var html_4ba4e41501c840b188489a2aa0d18fd5 = $(`<div id="html_4ba4e41501c840b188489a2aa0d18fd5" style="width: 100.0%; height: 100.0%;">Subway, Booth 41, Sector 11 D, Chandigarh</div>`)[0];
            popup_9fc10eac68e74adfb28edeb03d8c247f.setContent(html_4ba4e41501c840b188489a2aa0d18fd5);
        

        marker_cd725df8e3534af1988588b412ed3fd3.bindPopup(popup_9fc10eac68e74adfb28edeb03d8c247f)
        ;

        
    
    
            var marker_4fe2c0f806774da5b2c877627c7eef35 = L.marker(
                [30.7057, 76.8006],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_03588ff062fc4319b5789d6f20c9a8cc = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "red", "prefix": "glyphicon"}
            );
            marker_4fe2c0f806774da5b2c877627c7eef35.setIcon(icon_03588ff062fc4319b5789d6f20c9a8cc);
        
    
        var popup_1cc0497b25db4f91928c95d57731f6eb = L.popup({"maxWidth": "100%"});

        
            var html_03db6e188209475ab15dda4044b0f06c = $(`<div id="html_03db6e188209475ab15dda4044b0f06c" style="width: 100.0%; height: 100.0%;">The Brew Estate, 3rd Floor, #308, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_1cc0497b25db4f91928c95d57731f6eb.setContent(html_03db6e188209475ab15dda4044b0f06c);
        

        marker_4fe2c0f806774da5b2c877627c7eef35.bindPopup(popup_1cc0497b25db4f91928c95d57731f6eb)
        ;

        
    
    
            var marker_6f487355bbdc426ebc2c66e80a3e37d2 = L.marker(
                [30.7061, 76.8009],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_2f58bc49fa9046339372691c185dce09 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_6f487355bbdc426ebc2c66e80a3e37d2.setIcon(icon_2f58bc49fa9046339372691c185dce09);
        
    
        var popup_9634c331da0846f4b39c1e029434afcd = L.popup({"maxWidth": "100%"});

        
            var html_8b455bacb8594e84a3596b5a830cec66 = $(`<div id="html_8b455bacb8594e84a3596b5a830cec66" style="width: 100.0%; height: 100.0%;">Sagar Ratna, Third Floor, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_9634c331da0846f4b39c1e029434afcd.setContent(html_8b455bacb8594e84a3596b5a830cec66);
        

        marker_6f487355bbdc426ebc2c66e80a3e37d2.bindPopup(popup_9634c331da0846f4b39c1e029434afcd)
        ;

        
    
    
            var marker_7959905730b74279834b7c1752d1abe1 = L.marker(
                [30.7008, 76.7922],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_426bcd06a77341fa83c2a50899d407db = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_7959905730b74279834b7c1752d1abe1.setIcon(icon_426bcd06a77341fa83c2a50899d407db);
        
    
        var popup_b9f671c4f01a4e89a2fb8796a01f4a83 = L.popup({"maxWidth": "100%"});

        
            var html_2efc5c76dcfb44fbb86563c067d826a2 = $(`<div id="html_2efc5c76dcfb44fbb86563c067d826a2" style="width: 100.0%; height: 100.0%;">Kings Cross, The Altius Hotel, 25/9, Phase 2, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_b9f671c4f01a4e89a2fb8796a01f4a83.setContent(html_2efc5c76dcfb44fbb86563c067d826a2);
        

        marker_7959905730b74279834b7c1752d1abe1.bindPopup(popup_b9f671c4f01a4e89a2fb8796a01f4a83)
        ;

        
    
    
            var marker_5bf9f349e3774490be361d029422bd6b = L.marker(
                [30.7052, 76.801],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_9adcf5a27b13458f82c87497a86b45fa = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_5bf9f349e3774490be361d029422bd6b.setIcon(icon_9adcf5a27b13458f82c87497a86b45fa);
        
    
        var popup_6cb92c04c9d74d9c8ecf4ca1af729a68 = L.popup({"maxWidth": "100%"});

        
            var html_74c9ff2f9feb452b9d170abd2eb0cf29 = $(`<div id="html_74c9ff2f9feb452b9d170abd2eb0cf29" style="width: 100.0%; height: 100.0%;">Brooklyn Central, 51A, Courtyard, Ground Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_6cb92c04c9d74d9c8ecf4ca1af729a68.setContent(html_74c9ff2f9feb452b9d170abd2eb0cf29);
        

        marker_5bf9f349e3774490be361d029422bd6b.bindPopup(popup_6cb92c04c9d74d9c8ecf4ca1af729a68)
        ;

        
    
    
            var marker_d9755df8d3874e15a64aae9a80f398c0 = L.marker(
                [30.7381, 76.7663],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_92dc1ba95aea4dd9aff547be6dc41cec = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_d9755df8d3874e15a64aae9a80f398c0.setIcon(icon_92dc1ba95aea4dd9aff547be6dc41cec);
        
    
        var popup_50d8a4253fdb42e0bb901c13da50d5ad = L.popup({"maxWidth": "100%"});

        
            var html_98f5fc0df9c3425cbd941d57f54920ce = $(`<div id="html_98f5fc0df9c3425cbd941d57f54920ce" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCO 27, Sector 23, Chandigarh</div>`)[0];
            popup_50d8a4253fdb42e0bb901c13da50d5ad.setContent(html_98f5fc0df9c3425cbd941d57f54920ce);
        

        marker_d9755df8d3874e15a64aae9a80f398c0.bindPopup(popup_50d8a4253fdb42e0bb901c13da50d5ad)
        ;

        
    
    
            var marker_54c7f920c9af4f4bbec5c5dfdae5352f = L.marker(
                [30.7387, 76.7486],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_17a2ad93b6304709a1c9d52547fb9fef = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_54c7f920c9af4f4bbec5c5dfdae5352f.setIcon(icon_17a2ad93b6304709a1c9d52547fb9fef);
        
    
        var popup_293969993b3f43f9965eed653fbfe3d9 = L.popup({"maxWidth": "100%"});

        
            var html_d1fa905efb2d42dfb92c44851cff7acc = $(`<div id="html_d1fa905efb2d42dfb92c44851cff7acc" style="width: 100.0%; height: 100.0%;">The Roll Bar, Booth 255, Sector 37C, Sector 37, Chandigarh</div>`)[0];
            popup_293969993b3f43f9965eed653fbfe3d9.setContent(html_d1fa905efb2d42dfb92c44851cff7acc);
        

        marker_54c7f920c9af4f4bbec5c5dfdae5352f.bindPopup(popup_293969993b3f43f9965eed653fbfe3d9)
        ;

        
    
    
            var marker_80380ceea6aa493a9d810de1a1b74387 = L.marker(
                [30.7187, 76.8019],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_fb71d576057a4c99b49d2707a7d5ad5a = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_80380ceea6aa493a9d810de1a1b74387.setIcon(icon_fb71d576057a4c99b49d2707a7d5ad5a);
        
    
        var popup_479a35d75093497aa60e5736c2e9cf33 = L.popup({"maxWidth": "100%"});

        
            var html_d11ea3daff57466ba74af0105561e437 = $(`<div id="html_d11ea3daff57466ba74af0105561e437" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, Hotel White Palace, SCO 143, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_479a35d75093497aa60e5736c2e9cf33.setContent(html_d11ea3daff57466ba74af0105561e437);
        

        marker_80380ceea6aa493a9d810de1a1b74387.bindPopup(popup_479a35d75093497aa60e5736c2e9cf33)
        ;

        
    
    
            var marker_10ce13905dba4ea395fd7111f704970c = L.marker(
                [30.7379, 76.7835],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_4e5fa33b38f246bbb7fb9c5fc4ade570 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_10ce13905dba4ea395fd7111f704970c.setIcon(icon_4e5fa33b38f246bbb7fb9c5fc4ade570);
        
    
        var popup_3a278f0a87634bc59332f201b1ae9372 = L.popup({"maxWidth": "100%"});

        
            var html_50b6f08d213d4747864405626176a203 = $(`<div id="html_50b6f08d213d4747864405626176a203" style="width: 100.0%; height: 100.0%;">Sagar Ratna, SCO 47, Sector 17 E, Sector 17, Chandigarh</div>`)[0];
            popup_3a278f0a87634bc59332f201b1ae9372.setContent(html_50b6f08d213d4747864405626176a203);
        

        marker_10ce13905dba4ea395fd7111f704970c.bindPopup(popup_3a278f0a87634bc59332f201b1ae9372)
        ;

        
    
    
            var marker_17c6271d9e594cf1bf5b5a37856eb3a1 = L.marker(
                [30.7297, 76.7912],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_e93f92f4eff34ba5b9eb04b7a1df9746 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_17c6271d9e594cf1bf5b5a37856eb3a1.setIcon(icon_e93f92f4eff34ba5b9eb04b7a1df9746);
        
    
        var popup_81d54be52417429d9a4c35dd4265655a = L.popup({"maxWidth": "100%"});

        
            var html_1caeacbad1784afa83908c6b1b892860 = $(`<div id="html_1caeacbad1784afa83908c6b1b892860" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCF 31, Sector 19 D, Sector 19, Chandigarh</div>`)[0];
            popup_81d54be52417429d9a4c35dd4265655a.setContent(html_1caeacbad1784afa83908c6b1b892860);
        

        marker_17c6271d9e594cf1bf5b5a37856eb3a1.bindPopup(popup_81d54be52417429d9a4c35dd4265655a)
        ;

        
    
    
            var marker_53155778a2bf4caf93347be0d0b595fa = L.marker(
                [30.7383, 76.7841],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_5445fcda8050479cb2b515ab39cd38f6 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_53155778a2bf4caf93347be0d0b595fa.setIcon(icon_5445fcda8050479cb2b515ab39cd38f6);
        
    
        var popup_caff41c6a2c04c1889a4fcc7d6587dd0 = L.popup({"maxWidth": "100%"});

        
            var html_77a7a34426ca43d988141a0d1ab165b5 = $(`<div id="html_77a7a34426ca43d988141a0d1ab165b5" style="width: 100.0%; height: 100.0%;">Sindhi Sweets, SCO 108 &amp; 109, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_caff41c6a2c04c1889a4fcc7d6587dd0.setContent(html_77a7a34426ca43d988141a0d1ab165b5);
        

        marker_53155778a2bf4caf93347be0d0b595fa.bindPopup(popup_caff41c6a2c04c1889a4fcc7d6587dd0)
        ;

        
    
    
            var marker_4a172a2843d44623828a5ba0585f8909 = L.marker(
                [30.7286, 76.8027],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_c923f87201674090a2a9316b8f34d240 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_4a172a2843d44623828a5ba0585f8909.setIcon(icon_c923f87201674090a2a9316b8f34d240);
        
    
        var popup_e28caa2aed924872a6d96abd33c33c2a = L.popup({"maxWidth": "100%"});

        
            var html_42178290a84f41029c1b95215d056fa7 = $(`<div id="html_42178290a84f41029c1b95215d056fa7" style="width: 100.0%; height: 100.0%;">Swagath Restaurant &amp; Bar, SCO 7, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_e28caa2aed924872a6d96abd33c33c2a.setContent(html_42178290a84f41029c1b95215d056fa7);
        

        marker_4a172a2843d44623828a5ba0585f8909.bindPopup(popup_e28caa2aed924872a6d96abd33c33c2a)
        ;

        
    
    
            var marker_b314b5ac99de42869deb3c511bb84143 = L.marker(
                [30.7096, 76.801],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_8dddf57d92314e4db1f1b7af7fa7aa3c = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_b314b5ac99de42869deb3c511bb84143.setIcon(icon_8dddf57d92314e4db1f1b7af7fa7aa3c);
        
    
        var popup_2de7ef861a0243d6851705ae4a799d90 = L.popup({"maxWidth": "100%"});

        
            var html_b449071f2e094f3e98c9f4f693008857 = $(`<div id="html_b449071f2e094f3e98c9f4f693008857" style="width: 100.0%; height: 100.0%;">The Billionaires Club, 4th Floor, City Emporium Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_2de7ef861a0243d6851705ae4a799d90.setContent(html_b449071f2e094f3e98c9f4f693008857);
        

        marker_b314b5ac99de42869deb3c511bb84143.bindPopup(popup_2de7ef861a0243d6851705ae4a799d90)
        ;

        
    
    
            var marker_455bc43c71e742d98db19c6092d6a7a7 = L.marker(
                [30.7055, 76.8034],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_b3234ccab6bd47ec9c0cf7b179c6a164 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "orange", "prefix": "glyphicon"}
            );
            marker_455bc43c71e742d98db19c6092d6a7a7.setIcon(icon_b3234ccab6bd47ec9c0cf7b179c6a164);
        
    
        var popup_0fdaf6c543714595982e5d18b584d3e7 = L.popup({"maxWidth": "100%"});

        
            var html_299ba322ff2245e58813a8a6919533e8 = $(`<div id="html_299ba322ff2245e58813a8a6919533e8" style="width: 100.0%; height: 100.0%;">Slounge - Lemon Tree Hotel, Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_0fdaf6c543714595982e5d18b584d3e7.setContent(html_299ba322ff2245e58813a8a6919533e8);
        

        marker_455bc43c71e742d98db19c6092d6a7a7.bindPopup(popup_0fdaf6c543714595982e5d18b584d3e7)
        ;

        
    
    
            var marker_e2de24aa1b02443da45c80bbb63de4e9 = L.marker(
                [30.7461, 76.7434],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_7d50d56bee4040da90807e43ad878252 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_e2de24aa1b02443da45c80bbb63de4e9.setIcon(icon_7d50d56bee4040da90807e43ad878252);
        
    
        var popup_a4e328d5fddb4c75bd8508d21e88e79f = L.popup({"maxWidth": "100%"});

        
            var html_0b49f496edf24b1d83c5eb68b41ad529 = $(`<div id="html_0b49f496edf24b1d83c5eb68b41ad529" style="width: 100.0%; height: 100.0%;">Subway, SCO 314, Sector 38 D, Sector 38, Chandigarh</div>`)[0];
            popup_a4e328d5fddb4c75bd8508d21e88e79f.setContent(html_0b49f496edf24b1d83c5eb68b41ad529);
        

        marker_e2de24aa1b02443da45c80bbb63de4e9.bindPopup(popup_a4e328d5fddb4c75bd8508d21e88e79f)
        ;

        
    
    
            var marker_d21ac6fe0c074a3d86b41ce953bcaf3b = L.marker(
                [30.7544, 76.7877],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_597e7892cb9a466c8db676cf669946c2 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_d21ac6fe0c074a3d86b41ce953bcaf3b.setIcon(icon_597e7892cb9a466c8db676cf669946c2);
        
    
        var popup_468f12f5e049412e9fc340d408fb9195 = L.popup({"maxWidth": "100%"});

        
            var html_3a921b2a18f548e38a367cb7fff33279 = $(`<div id="html_3a921b2a18f548e38a367cb7fff33279" style="width: 100.0%; height: 100.0%;">Bakes &amp; Beans, 9, Main Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_468f12f5e049412e9fc340d408fb9195.setContent(html_3a921b2a18f548e38a367cb7fff33279);
        

        marker_d21ac6fe0c074a3d86b41ce953bcaf3b.bindPopup(popup_468f12f5e049412e9fc340d408fb9195)
        ;

        
    
    
            var marker_f67412603be142fd9e9bf2b234fdaf48 = L.marker(
                [30.7246, 76.7687],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_23530b8288af4c179beb1c424e8a5d7a = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_f67412603be142fd9e9bf2b234fdaf48.setIcon(icon_23530b8288af4c179beb1c424e8a5d7a);
        
    
        var popup_71a476ab27644691b1c689ded4221b60 = L.popup({"maxWidth": "100%"});

        
            var html_d67f611ee3a441629787cf74329028ff = $(`<div id="html_d67f611ee3a441629787cf74329028ff" style="width: 100.0%; height: 100.0%;">Domino&#39;s Pizza, SCO 13-15, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_71a476ab27644691b1c689ded4221b60.setContent(html_d67f611ee3a441629787cf74329028ff);
        

        marker_f67412603be142fd9e9bf2b234fdaf48.bindPopup(popup_71a476ab27644691b1c689ded4221b60)
        ;

        
    
    
            var marker_095edb251e6342f889a7863678b993e6 = L.marker(
                [30.7226, 76.7619],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_d67af4a867d141e3a862bcfc2aca52e5 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_095edb251e6342f889a7863678b993e6.setIcon(icon_d67af4a867d141e3a862bcfc2aca52e5);
        
    
        var popup_059f1446c9c446d09ed2057554ddd5a9 = L.popup({"maxWidth": "100%"});

        
            var html_9966dfa7c3a0423f9417fe733dfbb1e7 = $(`<div id="html_9966dfa7c3a0423f9417fe733dfbb1e7" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day Lounge, SCO 411 &amp; 412, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_059f1446c9c446d09ed2057554ddd5a9.setContent(html_9966dfa7c3a0423f9417fe733dfbb1e7);
        

        marker_095edb251e6342f889a7863678b993e6.bindPopup(popup_059f1446c9c446d09ed2057554ddd5a9)
        ;

        
    
    
            var marker_423ac77d34b44e2badeca37658fa6f48 = L.marker(
                [30.7222, 76.7612],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_df80454656654724916e20d72860d912 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_423ac77d34b44e2badeca37658fa6f48.setIcon(icon_df80454656654724916e20d72860d912);
        
    
        var popup_e358ac2296c64141813a089257a38eff = L.popup({"maxWidth": "100%"});

        
            var html_1a761ede147c447797e7b327b182801c = $(`<div id="html_1a761ede147c447797e7b327b182801c" style="width: 100.0%; height: 100.0%;">KFC, SCO 425 &amp; 426, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_e358ac2296c64141813a089257a38eff.setContent(html_1a761ede147c447797e7b327b182801c);
        

        marker_423ac77d34b44e2badeca37658fa6f48.bindPopup(popup_e358ac2296c64141813a089257a38eff)
        ;

        
    
    
            var marker_29eb012792cd45079cb6fd5a85b81d68 = L.marker(
                [30.7161, 76.805],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_8722a4e6db744870968396fd2f13ba5d = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_29eb012792cd45079cb6fd5a85b81d68.setIcon(icon_8722a4e6db744870968396fd2f13ba5d);
        
    
        var popup_a06c433910004544a277f5fbb11770bf = L.popup({"maxWidth": "100%"});

        
            var html_20ed2222339b4db3a22d7e71e1e77aed = $(`<div id="html_20ed2222339b4db3a22d7e71e1e77aed" style="width: 100.0%; height: 100.0%;">Deluxe Dhaba, SCO 14 &amp; 15, Sector 28 C, Sector 28, Chandigarh</div>`)[0];
            popup_a06c433910004544a277f5fbb11770bf.setContent(html_20ed2222339b4db3a22d7e71e1e77aed);
        

        marker_29eb012792cd45079cb6fd5a85b81d68.bindPopup(popup_a06c433910004544a277f5fbb11770bf)
        ;

        
    
    
            var marker_aa32339cc7324e748defefe19eb35aa2 = L.marker(
                [30.7057, 76.8013],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_bc830c0fb9bb41b2a9327d6c0789ae89 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_aa32339cc7324e748defefe19eb35aa2.setIcon(icon_bc830c0fb9bb41b2a9327d6c0789ae89);
        
    
        var popup_0b985b92f22d4db4ae29072a2ea924fc = L.popup({"maxWidth": "100%"});

        
            var html_13d1ed32209a44f8934c5b032df0eafd = $(`<div id="html_13d1ed32209a44f8934c5b032df0eafd" style="width: 100.0%; height: 100.0%;">Pizza Hut, Unit 38, Third Flour, Plot 178-178-A, Industrial And Business Park, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_0b985b92f22d4db4ae29072a2ea924fc.setContent(html_13d1ed32209a44f8934c5b032df0eafd);
        

        marker_aa32339cc7324e748defefe19eb35aa2.bindPopup(popup_0b985b92f22d4db4ae29072a2ea924fc)
        ;

        
    
    
            var marker_f895bb5bc80141b4ae98dee568c56390 = L.marker(
                [30.7376, 76.7658],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_a344bd96e8f848d29f6032968284f700 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_f895bb5bc80141b4ae98dee568c56390.setIcon(icon_a344bd96e8f848d29f6032968284f700);
        
    
        var popup_8a81365776424bafa05066463130a803 = L.popup({"maxWidth": "100%"});

        
            var html_68c94ca86b144d88b423034d780f9066 = $(`<div id="html_68c94ca86b144d88b423034d780f9066" style="width: 100.0%; height: 100.0%;">New Krishna Sweet, SCO 14, Sector 23, Chandigarh</div>`)[0];
            popup_8a81365776424bafa05066463130a803.setContent(html_68c94ca86b144d88b423034d780f9066);
        

        marker_f895bb5bc80141b4ae98dee568c56390.bindPopup(popup_8a81365776424bafa05066463130a803)
        ;

        
    
    
            var marker_8aa3805db2b643a585951b8160302fa4 = L.marker(
                [30.7469, 76.776],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_86fe423838e641a9a56e7c284d3facb5 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_8aa3805db2b643a585951b8160302fa4.setIcon(icon_86fe423838e641a9a56e7c284d3facb5);
        
    
        var popup_92b8b35a5a8947b5a8857d54dc3ec926 = L.popup({"maxWidth": "100%"});

        
            var html_763e57d255eb4551a329259e4fd38105 = $(`<div id="html_763e57d255eb4551a329259e4fd38105" style="width: 100.0%; height: 100.0%;">Books N Brew, SCO 8, 1st Floor, Sector 16, Chandigarh</div>`)[0];
            popup_92b8b35a5a8947b5a8857d54dc3ec926.setContent(html_763e57d255eb4551a329259e4fd38105);
        

        marker_8aa3805db2b643a585951b8160302fa4.bindPopup(popup_92b8b35a5a8947b5a8857d54dc3ec926)
        ;

        
    
    
            var marker_af91097c1b8d487aa3574e4f4f5e66f8 = L.marker(
                [30.7071, 76.7967],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_8525b2342c1d463ea9b9387b146ace55 = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "darkgreen", "prefix": "glyphicon"}
            );
            marker_af91097c1b8d487aa3574e4f4f5e66f8.setIcon(icon_8525b2342c1d463ea9b9387b146ace55);
        
    
        var popup_08f6278d1b0047ffa74c9eb1a07f494c = L.popup({"maxWidth": "100%"});

        
            var html_fca998ba57b24d6e83ab61a8cc1ede41 = $(`<div id="html_fca998ba57b24d6e83ab61a8cc1ede41" style="width: 100.0%; height: 100.0%;">The Tipsy Bulls, G2, Plot 177D, Ground Floor, Centra Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_08f6278d1b0047ffa74c9eb1a07f494c.setContent(html_fca998ba57b24d6e83ab61a8cc1ede41);
        

        marker_af91097c1b8d487aa3574e4f4f5e66f8.bindPopup(popup_08f6278d1b0047ffa74c9eb1a07f494c)
        ;

        
    
    
            var marker_06f744f923fa405b8adeec475f9e9589 = L.marker(
                [30.7663, 76.7835],
                {}
            ).addTo(map_14df3b20ef3447aeb462841c253e8e3f);
        
    
            var icon_d76f8ba5a8be4e278514b05e7e6bdece = L.AwesomeMarkers.icon(
                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "green", "prefix": "glyphicon"}
            );
            marker_06f744f923fa405b8adeec475f9e9589.setIcon(icon_d76f8ba5a8be4e278514b05e7e6bdece);
        
    
        var popup_242c8525f1414bb88a0fc432d7d4f252 = L.popup({"maxWidth": "100%"});

        
            var html_119bf518f98444f0aadc15e240d3200c = $(`<div id="html_119bf518f98444f0aadc15e240d3200c" style="width: 100.0%; height: 100.0%;">Hungry Birds, Shop 113, PEC Market, Sector 12, Chandigarh</div>`)[0];
            popup_242c8525f1414bb88a0fc432d7d4f252.setContent(html_119bf518f98444f0aadc15e240d3200c);
        

        marker_06f744f923fa405b8adeec475f9e9589.bindPopup(popup_242c8525f1414bb88a0fc432d7d4f252)
        ;

        
    
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x1039903c8>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "color_map = {'1.0': 'green', '2.0': 'darkgreen', '3.0': 'orange', '4.0': 'red'}\n",
    "\n",
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "\n",
    "for name, address, latitude, longitude, price_range in zip(selected_venues['venue'], \n",
    "                                                           selected_venues['address'], \n",
    "                                                           selected_venues['latitude'], \n",
    "                                                           selected_venues['longitude'], \n",
    "                                                           selected_venues['price_range'].astype(str)):\n",
    "    label = '{}, {}'.format(name, address)\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    folium.Marker(\n",
    "        [latitude, longitude],\n",
    "        icon = folium.Icon(color = color_map[price_range]),\n",
    "        popup = label).add_to(chandigarh_map)  \n",
    "\n",
    "chandigarh_map.save(\"maps/Venues Prices.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. The venues near Sector 35 and Sector 17 are primarily lower priced.\n",
    "2. The venues near Sector 7 and Sector 26 have steep prices.\n",
    "3. Elante Mall seems to have a mix of both high priced and low priced venues."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Clustering\n",
    "\n",
    "We will now cluster all these venues based on their price range, location and more to identify similar venues and the relationship amongst them. We'll cluster the venues into two separate groups."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "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>cluster_labels</th>\n",
       "      <th>categories</th>\n",
       "      <th>venue</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>price_range</th>\n",
       "      <th>rating</th>\n",
       "      <th>address</th>\n",
       "      <th>average_price</th>\n",
       "      <th>rating_bin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Hotel Bar</td>\n",
       "      <td>Sundarams</td>\n",
       "      <td>30.7302</td>\n",
       "      <td>76.7735</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Hotel Aroma Complex, Himalaya Marg, Sector 22 ...</td>\n",
       "      <td>175.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Backpackers Cafe</td>\n",
       "      <td>30.7475</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...</td>\n",
       "      <td>600.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Softy Corner</td>\n",
       "      <td>30.7405</td>\n",
       "      <td>76.7816</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 87, Sector 17, Chandigarh</td>\n",
       "      <td>150.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Hot Millions</td>\n",
       "      <td>30.7408</td>\n",
       "      <td>76.7822</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</td>\n",
       "      <td>400.0</td>\n",
       "      <td>Okay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7601</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>350.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   cluster_labels            categories             venue  latitude  \\\n",
       "0               0             Hotel Bar         Sundarams   30.7302   \n",
       "1               1        Sandwich Place  Backpackers Cafe   30.7475   \n",
       "2               0        Ice Cream Shop      Softy Corner   30.7405   \n",
       "3               0  Fast Food Restaurant      Hot Millions   30.7408   \n",
       "4               0                Bakery       Nik Baker's   30.7216   \n",
       "\n",
       "   longitude  price_range  rating  \\\n",
       "0    76.7735          1.0     3.4   \n",
       "1    76.7933          3.0     4.3   \n",
       "2    76.7816          1.0     4.6   \n",
       "3    76.7822          2.0     2.2   \n",
       "4    76.7601          2.0     4.5   \n",
       "\n",
       "                                             address  average_price rating_bin  \n",
       "0  Hotel Aroma Complex, Himalaya Marg, Sector 22 ...          175.0       Good  \n",
       "1  SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...          600.0  Very good  \n",
       "2                      SCO 87, Sector 17, Chandigarh          150.0  Very good  \n",
       "3    SCO 73 & 74, Sector 17 D, Sector 17, Chandigarh          400.0       Okay  \n",
       "4  SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh          350.0  Very good  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.cluster import KMeans\n",
    "\n",
    "NO_OF_CLUSTERS = 2\n",
    "\n",
    "clustering = selected_venues.drop(['venue', 'address', 'rating_bin', 'categories'], 1)\n",
    "kMeans = KMeans(n_clusters = NO_OF_CLUSTERS, random_state = 0).fit(clustering)\n",
    "selected_venues.insert(0, 'cluster_labels', kMeans.labels_)\n",
    "selected_venues.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!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@1.4.0/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@1.4.0/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_e2dc9d38d6f3417f98b4e9940e5b3b19 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_e2dc9d38d6f3417f98b4e9940e5b3b19" ></div>
        
</body>
<script>    
    
            var map_e2dc9d38d6f3417f98b4e9940e5b3b19 = L.map(
                "map_e2dc9d38d6f3417f98b4e9940e5b3b19",
                {
                    center: [30.7333, 76.7794],
                    crs: L.CRS.EPSG3857,
                    zoom: 13,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_26a80d6357514ab9bd321234be9379b4 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "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_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
            var circle_marker_50aeaad6e66741e19c5297f263ea72c1 = L.circleMarker(
                [30.7302, 76.7735],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_994d2cefc0c84f08ab467042df99c95f = L.popup({"maxWidth": "100%"});

        
            var html_3df935ac74544872b4eaae41cbc29c07 = $(`<div id="html_3df935ac74544872b4eaae41cbc29c07" style="width: 100.0%; height: 100.0%;">Sundarams, Hotel Aroma Complex, Himalaya Marg, Sector 22 C, Sector 22, Chandigarh</div>`)[0];
            popup_994d2cefc0c84f08ab467042df99c95f.setContent(html_3df935ac74544872b4eaae41cbc29c07);
        

        circle_marker_50aeaad6e66741e19c5297f263ea72c1.bindPopup(popup_994d2cefc0c84f08ab467042df99c95f)
        ;

        
    
    
            var circle_marker_2fc88203fd0b4beda41def1a79c31cce = L.circleMarker(
                [30.7475, 76.7933],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_d88444e565024a9f9b1bcaa821baf93c = L.popup({"maxWidth": "100%"});

        
            var html_89372eecebef49f7b0ec7c51ca866ea9 = $(`<div id="html_89372eecebef49f7b0ec7c51ca866ea9" style="width: 100.0%; height: 100.0%;">Backpackers Cafe, SCF 16, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_d88444e565024a9f9b1bcaa821baf93c.setContent(html_89372eecebef49f7b0ec7c51ca866ea9);
        

        circle_marker_2fc88203fd0b4beda41def1a79c31cce.bindPopup(popup_d88444e565024a9f9b1bcaa821baf93c)
        ;

        
    
    
            var circle_marker_934eb150f6c346a5963412870416b3d8 = L.circleMarker(
                [30.7405, 76.7816],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_8d4f7a0a5bf0466d809b4f790f583eee = L.popup({"maxWidth": "100%"});

        
            var html_c3d0f39d9a514170b7791c9e8497d185 = $(`<div id="html_c3d0f39d9a514170b7791c9e8497d185" style="width: 100.0%; height: 100.0%;">Softy Corner, SCO 87, Sector 17, Chandigarh</div>`)[0];
            popup_8d4f7a0a5bf0466d809b4f790f583eee.setContent(html_c3d0f39d9a514170b7791c9e8497d185);
        

        circle_marker_934eb150f6c346a5963412870416b3d8.bindPopup(popup_8d4f7a0a5bf0466d809b4f790f583eee)
        ;

        
    
    
            var circle_marker_2dc910596b234158939de1570e088ba2 = L.circleMarker(
                [30.7408, 76.7822],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_50b88b5e5fcb490b94774c791c778171 = L.popup({"maxWidth": "100%"});

        
            var html_1537985ee4b6478697bd79b2a34025bb = $(`<div id="html_1537985ee4b6478697bd79b2a34025bb" style="width: 100.0%; height: 100.0%;">Hot Millions, SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</div>`)[0];
            popup_50b88b5e5fcb490b94774c791c778171.setContent(html_1537985ee4b6478697bd79b2a34025bb);
        

        circle_marker_2dc910596b234158939de1570e088ba2.bindPopup(popup_50b88b5e5fcb490b94774c791c778171)
        ;

        
    
    
            var circle_marker_eeed86cf426e4ab7b9576b413979aec7 = L.circleMarker(
                [30.7216, 76.7601],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_4841bb1e638e40baaeee1a3bfc8325b9 = L.popup({"maxWidth": "100%"});

        
            var html_53b1e88a50bb4f83bd4ba800f28f47dd = $(`<div id="html_53b1e88a50bb4f83bd4ba800f28f47dd" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_4841bb1e638e40baaeee1a3bfc8325b9.setContent(html_53b1e88a50bb4f83bd4ba800f28f47dd);
        

        circle_marker_eeed86cf426e4ab7b9576b413979aec7.bindPopup(popup_4841bb1e638e40baaeee1a3bfc8325b9)
        ;

        
    
    
            var circle_marker_061dc5dc534842ce9b59da438cdeccc8 = L.circleMarker(
                [30.7256, 76.8052],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_89459f7306c949949ff7dd6aa8098c6f = L.popup({"maxWidth": "100%"});

        
            var html_536f88984c6a46c59cb74f3732f551e2 = $(`<div id="html_536f88984c6a46c59cb74f3732f551e2" style="width: 100.0%; height: 100.0%;">Mainland China, SCO 40, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_89459f7306c949949ff7dd6aa8098c6f.setContent(html_536f88984c6a46c59cb74f3732f551e2);
        

        circle_marker_061dc5dc534842ce9b59da438cdeccc8.bindPopup(popup_89459f7306c949949ff7dd6aa8098c6f)
        ;

        
    
    
            var circle_marker_931c2809654b4f0b8e31c9a8e1b4a9bc = L.circleMarker(
                [30.748, 76.7933],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_30409d2cef8c45a0a7685fcbc90920c0 = L.popup({"maxWidth": "100%"});

        
            var html_c8130bea70d94f649ddeff9b27524c62 = $(`<div id="html_c8130bea70d94f649ddeff9b27524c62" style="width: 100.0%; height: 100.0%;">Nik Baker&#39;s, Booth 31-34, Inner Market, Sector 9 D, Sector 9, Chandigarh</div>`)[0];
            popup_30409d2cef8c45a0a7685fcbc90920c0.setContent(html_c8130bea70d94f649ddeff9b27524c62);
        

        circle_marker_931c2809654b4f0b8e31c9a8e1b4a9bc.bindPopup(popup_30409d2cef8c45a0a7685fcbc90920c0)
        ;

        
    
    
            var circle_marker_86713af0e7c74015a83c8a11936f69d6 = L.circleMarker(
                [30.7194, 76.8017],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_70fdf563be284f43afec1c7bea854bcb = L.popup({"maxWidth": "100%"});

        
            var html_f99821debb8e489dbbaac44057eaa536 = $(`<div id="html_f99821debb8e489dbbaac44057eaa536" style="width: 100.0%; height: 100.0%;">Old Pal Dhaba, Booth 165-166, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_70fdf563be284f43afec1c7bea854bcb.setContent(html_f99821debb8e489dbbaac44057eaa536);
        

        circle_marker_86713af0e7c74015a83c8a11936f69d6.bindPopup(popup_70fdf563be284f43afec1c7bea854bcb)
        ;

        
    
    
            var circle_marker_5c978699b68f4f01ac8cf0669367e32f = L.circleMarker(
                [30.7403, 76.7806],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_7a3a776bc0044abcbc08b69f76b89c79 = L.popup({"maxWidth": "100%"});

        
            var html_4fb1dd8ebd394e6fb46967e6159af9e6 = $(`<div id="html_4fb1dd8ebd394e6fb46967e6159af9e6" style="width: 100.0%; height: 100.0%;">Indian Coffee House, SCO 12, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_7a3a776bc0044abcbc08b69f76b89c79.setContent(html_4fb1dd8ebd394e6fb46967e6159af9e6);
        

        circle_marker_5c978699b68f4f01ac8cf0669367e32f.bindPopup(popup_7a3a776bc0044abcbc08b69f76b89c79)
        ;

        
    
    
            var circle_marker_13ae82cd5a454b45b2ab44a4212a57e7 = L.circleMarker(
                [30.7622, 76.7698],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_10298dc39eee463da3e7e6dae44a8eda = L.popup({"maxWidth": "100%"});

        
            var html_f1b6974972234de6a03bd9421afb900f = $(`<div id="html_f1b6974972234de6a03bd9421afb900f" style="width: 100.0%; height: 100.0%;">Fresh Bite, Inner Punjab University, Near Student Centre, Sector 14, Chandigarh</div>`)[0];
            popup_10298dc39eee463da3e7e6dae44a8eda.setContent(html_f1b6974972234de6a03bd9421afb900f);
        

        circle_marker_13ae82cd5a454b45b2ab44a4212a57e7.bindPopup(popup_10298dc39eee463da3e7e6dae44a8eda)
        ;

        
    
    
            var circle_marker_3bfcad133e8b4fa59fffea868ec0a484 = L.circleMarker(
                [30.7058, 76.8012],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_676398d214a24d8cb813c1315e853237 = L.popup({"maxWidth": "100%"});

        
            var html_b949c115760c4653922c3224f72c5014 = $(`<div id="html_b949c115760c4653922c3224f72c5014" style="width: 100.0%; height: 100.0%;">Pizza Hut, 320, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_676398d214a24d8cb813c1315e853237.setContent(html_b949c115760c4653922c3224f72c5014);
        

        circle_marker_3bfcad133e8b4fa59fffea868ec0a484.bindPopup(popup_676398d214a24d8cb813c1315e853237)
        ;

        
    
    
            var circle_marker_6dc7c7ada58643688d37baeca5eebb1d = L.circleMarker(
                [30.7549, 76.7877],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_473573336bf84c1e9929843e1548e98b = L.popup({"maxWidth": "100%"});

        
            var html_87c6877cee3848089ff3fa44cfcace9f = $(`<div id="html_87c6877cee3848089ff3fa44cfcace9f" style="width: 100.0%; height: 100.0%;">The Willow Cafe, SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</div>`)[0];
            popup_473573336bf84c1e9929843e1548e98b.setContent(html_87c6877cee3848089ff3fa44cfcace9f);
        

        circle_marker_6dc7c7ada58643688d37baeca5eebb1d.bindPopup(popup_473573336bf84c1e9929843e1548e98b)
        ;

        
    
    
            var circle_marker_6f19443b21ed4d6f933710eea4e4dd42 = L.circleMarker(
                [30.741, 76.7974],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_a6f53d021ed742a0b6bb3df83f116fcb = L.popup({"maxWidth": "100%"});

        
            var html_947f61a83d944d4896aa1b590261d143 = $(`<div id="html_947f61a83d944d4896aa1b590261d143" style="width: 100.0%; height: 100.0%;">Monica&#39;s Puddings &amp; Pies, Booth 20 &amp; 21, Inner Market, Sector 8 B, Sector 8, Chandigarh</div>`)[0];
            popup_a6f53d021ed742a0b6bb3df83f116fcb.setContent(html_947f61a83d944d4896aa1b590261d143);
        

        circle_marker_6f19443b21ed4d6f933710eea4e4dd42.bindPopup(popup_a6f53d021ed742a0b6bb3df83f116fcb)
        ;

        
    
    
            var circle_marker_be81e2460486469f9ff773b81b89e0ba = L.circleMarker(
                [30.7547, 76.7873],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_391671da9f094e56ba751404aeaf28fc = L.popup({"maxWidth": "100%"});

        
            var html_4dc548ec34eb40569fbe4dd5b7db7ff1 = $(`<div id="html_4dc548ec34eb40569fbe4dd5b7db7ff1" style="width: 100.0%; height: 100.0%;">Casa Bella Vista Pizzeria, Coal Depot, Backide Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_391671da9f094e56ba751404aeaf28fc.setContent(html_4dc548ec34eb40569fbe4dd5b7db7ff1);
        

        circle_marker_be81e2460486469f9ff773b81b89e0ba.bindPopup(popup_391671da9f094e56ba751404aeaf28fc)
        ;

        
    
    
            var circle_marker_fb7e9b5e7616424ab753e677e42a0b28 = L.circleMarker(
                [30.7348, 76.7977],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_846f7941aef547368cc8a31bd74337fa = L.popup({"maxWidth": "100%"});

        
            var html_fa3725b55b774a07aeec8c2b366d87c9 = $(`<div id="html_fa3725b55b774a07aeec8c2b366d87c9" style="width: 100.0%; height: 100.0%;">Virgin Courtyard, SCO 1A, Backside, Madhya Marg, Sector 7C, Sector 7, Chandigarh</div>`)[0];
            popup_846f7941aef547368cc8a31bd74337fa.setContent(html_fa3725b55b774a07aeec8c2b366d87c9);
        

        circle_marker_fb7e9b5e7616424ab753e677e42a0b28.bindPopup(popup_846f7941aef547368cc8a31bd74337fa)
        ;

        
    
    
            var circle_marker_c7e40202a22b48879fd6b18de9eb4614 = L.circleMarker(
                [30.7332, 76.8032],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_9dd385ce2bcf4a4eb102b0e453c5341b = L.popup({"maxWidth": "100%"});

        
            var html_f8ed9b7ac95243cd91ced26affa201f3 = $(`<div id="html_f8ed9b7ac95243cd91ced26affa201f3" style="width: 100.0%; height: 100.0%;">Cafe Nomad, 178, Inner Market, Sector 7, Chandigarh</div>`)[0];
            popup_9dd385ce2bcf4a4eb102b0e453c5341b.setContent(html_f8ed9b7ac95243cd91ced26affa201f3);
        

        circle_marker_c7e40202a22b48879fd6b18de9eb4614.bindPopup(popup_9dd385ce2bcf4a4eb102b0e453c5341b)
        ;

        
    
    
            var circle_marker_d109a818112b4c588ac59ad44ad1b5c6 = L.circleMarker(
                [30.7235, 76.7675],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_fbdd8a6cbcaa4dbab4bd9c5983b7d816 = L.popup({"maxWidth": "100%"});

        
            var html_3fe9ef0f6b2549029e8242e112a00564 = $(`<div id="html_3fe9ef0f6b2549029e8242e112a00564" style="width: 100.0%; height: 100.0%;">FROYO  -  Frozen Yogurt &amp; Treats, 2nd Floor, Piccadily Cinema, Sector 34, Chandigarh</div>`)[0];
            popup_fbdd8a6cbcaa4dbab4bd9c5983b7d816.setContent(html_3fe9ef0f6b2549029e8242e112a00564);
        

        circle_marker_d109a818112b4c588ac59ad44ad1b5c6.bindPopup(popup_fbdd8a6cbcaa4dbab4bd9c5983b7d816)
        ;

        
    
    
            var circle_marker_2d5a8be90a264ba8b88973246ce9e62d = L.circleMarker(
                [30.706, 76.8007],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_f727af1aaac749368c4cab3e433f295c = L.popup({"maxWidth": "100%"});

        
            var html_6e02d145eb7d4503b0c2e4a60631e096 = $(`<div id="html_6e02d145eb7d4503b0c2e4a60631e096" style="width: 100.0%; height: 100.0%;">The Pizza Kitchen, Kf 8, 1st Floor, Opposite Zara Kids, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_f727af1aaac749368c4cab3e433f295c.setContent(html_6e02d145eb7d4503b0c2e4a60631e096);
        

        circle_marker_2d5a8be90a264ba8b88973246ce9e62d.bindPopup(popup_f727af1aaac749368c4cab3e433f295c)
        ;

        
    
    
            var circle_marker_774b50ef305b4c62b7199e42a07daf92 = L.circleMarker(
                [30.7208, 76.759],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_bfae7ef86fc74e9f8699b468bc5dd50b = L.popup({"maxWidth": "100%"});

        
            var html_57d216b1d55243d792e1eadbec97964e = $(`<div id="html_57d216b1d55243d792e1eadbec97964e" style="width: 100.0%; height: 100.0%;">Peddlers, Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_bfae7ef86fc74e9f8699b468bc5dd50b.setContent(html_57d216b1d55243d792e1eadbec97964e);
        

        circle_marker_774b50ef305b4c62b7199e42a07daf92.bindPopup(popup_bfae7ef86fc74e9f8699b468bc5dd50b)
        ;

        
    
    
            var circle_marker_08558e1b5d344d3c9d92d6f0c946f8d2 = L.circleMarker(
                [30.7395, 76.7767],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_7dc1dc9904ec44e2ae36dd51bc8d359f = L.popup({"maxWidth": "100%"});

        
            var html_57e99448da734da59b42d448f968304f = $(`<div id="html_57e99448da734da59b42d448f968304f" style="width: 100.0%; height: 100.0%;">Cloud 9 - Hotel Shivalik View, Hotel Shivalik View, Sector 17, Chandigarh</div>`)[0];
            popup_7dc1dc9904ec44e2ae36dd51bc8d359f.setContent(html_57e99448da734da59b42d448f968304f);
        

        circle_marker_08558e1b5d344d3c9d92d6f0c946f8d2.bindPopup(popup_7dc1dc9904ec44e2ae36dd51bc8d359f)
        ;

        
    
    
            var circle_marker_d06db5d61a354cb39d917c5370b27ea4 = L.circleMarker(
                [30.7217, 76.7604],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_cc7fac0a42ff450e816b9048ec19bb03 = L.popup({"maxWidth": "100%"});

        
            var html_8f38d16750034bad9cd5e5280c4ba3ab = $(`<div id="html_8f38d16750034bad9cd5e5280c4ba3ab" style="width: 100.0%; height: 100.0%;">OvenFresh, SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_cc7fac0a42ff450e816b9048ec19bb03.setContent(html_8f38d16750034bad9cd5e5280c4ba3ab);
        

        circle_marker_d06db5d61a354cb39d917c5370b27ea4.bindPopup(popup_cc7fac0a42ff450e816b9048ec19bb03)
        ;

        
    
    
            var circle_marker_e480462d0a36417ab2569b935fed2c7e = L.circleMarker(
                [30.7051, 76.8018],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_76cec097ad4f49979b0fab31d2045340 = L.popup({"maxWidth": "100%"});

        
            var html_13967608560f40a689b0a513582ae7dc = $(`<div id="html_13967608560f40a689b0a513582ae7dc" style="width: 100.0%; height: 100.0%;">Cinnabon, 302 B&amp;C, Next to PVR, Third Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_76cec097ad4f49979b0fab31d2045340.setContent(html_13967608560f40a689b0a513582ae7dc);
        

        circle_marker_e480462d0a36417ab2569b935fed2c7e.bindPopup(popup_76cec097ad4f49979b0fab31d2045340)
        ;

        
    
    
            var circle_marker_98db6cbaea85420cba5bf2a6b1ba1c60 = L.circleMarker(
                [30.7149, 76.7518],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_80a301028ce04fe7988d19a5b5cd3ff5 = L.popup({"maxWidth": "100%"});

        
            var html_0f058ee3f83447a0ace1aee3ee780f16 = $(`<div id="html_0f058ee3f83447a0ace1aee3ee780f16" style="width: 100.0%; height: 100.0%;">Classic 44, SCO 413, Sector 44 D, Sector 44, Chandigarh</div>`)[0];
            popup_80a301028ce04fe7988d19a5b5cd3ff5.setContent(html_0f058ee3f83447a0ace1aee3ee780f16);
        

        circle_marker_98db6cbaea85420cba5bf2a6b1ba1c60.bindPopup(popup_80a301028ce04fe7988d19a5b5cd3ff5)
        ;

        
    
    
            var circle_marker_b9a33a11818c466b8cf5b8035a8118a8 = L.circleMarker(
                [30.7053, 76.8012],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_3c2ffd93cde3490bb69ed0ad0e3aecac = L.popup({"maxWidth": "100%"});

        
            var html_3c44dd02f2db42ab939a8575da41b1e7 = $(`<div id="html_3c44dd02f2db42ab939a8575da41b1e7" style="width: 100.0%; height: 100.0%;">Barcelos, 306, 3rd Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_3c2ffd93cde3490bb69ed0ad0e3aecac.setContent(html_3c44dd02f2db42ab939a8575da41b1e7);
        

        circle_marker_b9a33a11818c466b8cf5b8035a8118a8.bindPopup(popup_3c2ffd93cde3490bb69ed0ad0e3aecac)
        ;

        
    
    
            var circle_marker_52b121fa8c474c08ac0b58b168a281d0 = L.circleMarker(
                [30.7595, 76.7829],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_7050713ca3a54c08b9655b9df1a2f959 = L.popup({"maxWidth": "100%"});

        
            var html_7d2909c1e9194f989c689d3540e22a42 = $(`<div id="html_7d2909c1e9194f989c689d3540e22a42" style="width: 100.0%; height: 100.0%;">Subway, Booth 41, Sector 11 D, Chandigarh</div>`)[0];
            popup_7050713ca3a54c08b9655b9df1a2f959.setContent(html_7d2909c1e9194f989c689d3540e22a42);
        

        circle_marker_52b121fa8c474c08ac0b58b168a281d0.bindPopup(popup_7050713ca3a54c08b9655b9df1a2f959)
        ;

        
    
    
            var circle_marker_aa59eff638c74337819e8fd33bb82ef7 = L.circleMarker(
                [30.7057, 76.8006],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_caece358b616473186f5a79b398af7ab = L.popup({"maxWidth": "100%"});

        
            var html_1ef2324d91be475bb607791461cbdd65 = $(`<div id="html_1ef2324d91be475bb607791461cbdd65" style="width: 100.0%; height: 100.0%;">The Brew Estate, 3rd Floor, #308, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_caece358b616473186f5a79b398af7ab.setContent(html_1ef2324d91be475bb607791461cbdd65);
        

        circle_marker_aa59eff638c74337819e8fd33bb82ef7.bindPopup(popup_caece358b616473186f5a79b398af7ab)
        ;

        
    
    
            var circle_marker_3e70baa024174bac874ce0549bbb125a = L.circleMarker(
                [30.7061, 76.8009],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_c0f8fab93de149e6866f5e400ce81a7a = L.popup({"maxWidth": "100%"});

        
            var html_addf86d8ea5d4894aac1123c19cb9a7d = $(`<div id="html_addf86d8ea5d4894aac1123c19cb9a7d" style="width: 100.0%; height: 100.0%;">Sagar Ratna, Third Floor, Elante Mall, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_c0f8fab93de149e6866f5e400ce81a7a.setContent(html_addf86d8ea5d4894aac1123c19cb9a7d);
        

        circle_marker_3e70baa024174bac874ce0549bbb125a.bindPopup(popup_c0f8fab93de149e6866f5e400ce81a7a)
        ;

        
    
    
            var circle_marker_c9ca6ebd88ee4d07808905c78eec1777 = L.circleMarker(
                [30.7008, 76.7922],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_c8e2ea0378174ac3bc22402ad63912d4 = L.popup({"maxWidth": "100%"});

        
            var html_45b8763d8a204a1187c0eafd5ae70b11 = $(`<div id="html_45b8763d8a204a1187c0eafd5ae70b11" style="width: 100.0%; height: 100.0%;">Kings Cross, The Altius Hotel, 25/9, Phase 2, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_c8e2ea0378174ac3bc22402ad63912d4.setContent(html_45b8763d8a204a1187c0eafd5ae70b11);
        

        circle_marker_c9ca6ebd88ee4d07808905c78eec1777.bindPopup(popup_c8e2ea0378174ac3bc22402ad63912d4)
        ;

        
    
    
            var circle_marker_85409983f3c6491389fb5f6103de5e7f = L.circleMarker(
                [30.7052, 76.801],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_7127f629c1764f1ba3cab71908bf1c5d = L.popup({"maxWidth": "100%"});

        
            var html_692f68e1bb8a41a5b45b315a31b53c66 = $(`<div id="html_692f68e1bb8a41a5b45b315a31b53c66" style="width: 100.0%; height: 100.0%;">Brooklyn Central, 51A, Courtyard, Ground Floor, Elante Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_7127f629c1764f1ba3cab71908bf1c5d.setContent(html_692f68e1bb8a41a5b45b315a31b53c66);
        

        circle_marker_85409983f3c6491389fb5f6103de5e7f.bindPopup(popup_7127f629c1764f1ba3cab71908bf1c5d)
        ;

        
    
    
            var circle_marker_9b10227984e3461eabf6a7501794f358 = L.circleMarker(
                [30.7381, 76.7663],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_28fc519131494c7d8952ea744ddd9fcf = L.popup({"maxWidth": "100%"});

        
            var html_3f0a1ad2cdcf40ff955ade35406b719d = $(`<div id="html_3f0a1ad2cdcf40ff955ade35406b719d" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCO 27, Sector 23, Chandigarh</div>`)[0];
            popup_28fc519131494c7d8952ea744ddd9fcf.setContent(html_3f0a1ad2cdcf40ff955ade35406b719d);
        

        circle_marker_9b10227984e3461eabf6a7501794f358.bindPopup(popup_28fc519131494c7d8952ea744ddd9fcf)
        ;

        
    
    
            var circle_marker_43d0428abf1c459b9c28b9798ef06cc2 = L.circleMarker(
                [30.7387, 76.7486],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_67b7833c137e4f3b9f969fdfefbef6fe = L.popup({"maxWidth": "100%"});

        
            var html_071731d219584ba797b29a96ae6d95f3 = $(`<div id="html_071731d219584ba797b29a96ae6d95f3" style="width: 100.0%; height: 100.0%;">The Roll Bar, Booth 255, Sector 37C, Sector 37, Chandigarh</div>`)[0];
            popup_67b7833c137e4f3b9f969fdfefbef6fe.setContent(html_071731d219584ba797b29a96ae6d95f3);
        

        circle_marker_43d0428abf1c459b9c28b9798ef06cc2.bindPopup(popup_67b7833c137e4f3b9f969fdfefbef6fe)
        ;

        
    
    
            var circle_marker_e7f9ac32b072414192f3df3680ff9993 = L.circleMarker(
                [30.7187, 76.8019],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_29787cc530ba4d1ca378d6faffb0394a = L.popup({"maxWidth": "100%"});

        
            var html_9d61a92a4bf04e3cadc1d8d80c8b0f16 = $(`<div id="html_9d61a92a4bf04e3cadc1d8d80c8b0f16" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, Hotel White Palace, SCO 143, Sector 28 D, Sector 28, Chandigarh</div>`)[0];
            popup_29787cc530ba4d1ca378d6faffb0394a.setContent(html_9d61a92a4bf04e3cadc1d8d80c8b0f16);
        

        circle_marker_e7f9ac32b072414192f3df3680ff9993.bindPopup(popup_29787cc530ba4d1ca378d6faffb0394a)
        ;

        
    
    
            var circle_marker_be341a4145bf4e4cb3bb31417c673566 = L.circleMarker(
                [30.7379, 76.7835],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_3476de2421174c838f5e11233f4797e5 = L.popup({"maxWidth": "100%"});

        
            var html_cc90af38699b485a83ceab8a1302c6dc = $(`<div id="html_cc90af38699b485a83ceab8a1302c6dc" style="width: 100.0%; height: 100.0%;">Sagar Ratna, SCO 47, Sector 17 E, Sector 17, Chandigarh</div>`)[0];
            popup_3476de2421174c838f5e11233f4797e5.setContent(html_cc90af38699b485a83ceab8a1302c6dc);
        

        circle_marker_be341a4145bf4e4cb3bb31417c673566.bindPopup(popup_3476de2421174c838f5e11233f4797e5)
        ;

        
    
    
            var circle_marker_17dddeccdb90441abb6ec1a0380484be = L.circleMarker(
                [30.7297, 76.7912],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_56136c789a9d4b8f92a6bd2e7f8526dd = L.popup({"maxWidth": "100%"});

        
            var html_778cda915212493d84dfe54fad844368 = $(`<div id="html_778cda915212493d84dfe54fad844368" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day, SCF 31, Sector 19 D, Sector 19, Chandigarh</div>`)[0];
            popup_56136c789a9d4b8f92a6bd2e7f8526dd.setContent(html_778cda915212493d84dfe54fad844368);
        

        circle_marker_17dddeccdb90441abb6ec1a0380484be.bindPopup(popup_56136c789a9d4b8f92a6bd2e7f8526dd)
        ;

        
    
    
            var circle_marker_fa0eda36770a45d8a66ad111845650c3 = L.circleMarker(
                [30.7383, 76.7841],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_942b4eead822456da34917a3140b474b = L.popup({"maxWidth": "100%"});

        
            var html_d69d81779f3d44a1b17cbf501518080a = $(`<div id="html_d69d81779f3d44a1b17cbf501518080a" style="width: 100.0%; height: 100.0%;">Sindhi Sweets, SCO 108 &amp; 109, Sector 17 C, Sector 17, Chandigarh</div>`)[0];
            popup_942b4eead822456da34917a3140b474b.setContent(html_d69d81779f3d44a1b17cbf501518080a);
        

        circle_marker_fa0eda36770a45d8a66ad111845650c3.bindPopup(popup_942b4eead822456da34917a3140b474b)
        ;

        
    
    
            var circle_marker_1c3dcddf688d41be8e64555b36330f9b = L.circleMarker(
                [30.7286, 76.8027],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_b6c65107fa254a7eb58c76cf289503c4 = L.popup({"maxWidth": "100%"});

        
            var html_2ff50b6a9c2641ae9c3c65a59c7ebe04 = $(`<div id="html_2ff50b6a9c2641ae9c3c65a59c7ebe04" style="width: 100.0%; height: 100.0%;">Swagath Restaurant &amp; Bar, SCO 7, Madhya Marg, Sector 26, Chandigarh</div>`)[0];
            popup_b6c65107fa254a7eb58c76cf289503c4.setContent(html_2ff50b6a9c2641ae9c3c65a59c7ebe04);
        

        circle_marker_1c3dcddf688d41be8e64555b36330f9b.bindPopup(popup_b6c65107fa254a7eb58c76cf289503c4)
        ;

        
    
    
            var circle_marker_2b10bf5669084b1a87244b184cf2158b = L.circleMarker(
                [30.7096, 76.801],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_0c503fe17bcd4a2bba2285677d9c4efe = L.popup({"maxWidth": "100%"});

        
            var html_f0b0c947f0c64bfe894fca56731436a4 = $(`<div id="html_f0b0c947f0c64bfe894fca56731436a4" style="width: 100.0%; height: 100.0%;">The Billionaires Club, 4th Floor, City Emporium Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_0c503fe17bcd4a2bba2285677d9c4efe.setContent(html_f0b0c947f0c64bfe894fca56731436a4);
        

        circle_marker_2b10bf5669084b1a87244b184cf2158b.bindPopup(popup_0c503fe17bcd4a2bba2285677d9c4efe)
        ;

        
    
    
            var circle_marker_9abb96215563439ab1263cb75d6a69f5 = L.circleMarker(
                [30.7055, 76.8034],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_04a6cf4ad4ec4d6eaf74141401483557 = L.popup({"maxWidth": "100%"});

        
            var html_59f29a8c4d7544ec9b875ae3c07be659 = $(`<div id="html_59f29a8c4d7544ec9b875ae3c07be659" style="width: 100.0%; height: 100.0%;">Slounge - Lemon Tree Hotel, Lemon Tree Hotel, Plot 3MW, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_04a6cf4ad4ec4d6eaf74141401483557.setContent(html_59f29a8c4d7544ec9b875ae3c07be659);
        

        circle_marker_9abb96215563439ab1263cb75d6a69f5.bindPopup(popup_04a6cf4ad4ec4d6eaf74141401483557)
        ;

        
    
    
            var circle_marker_702cdf889beb495caa4d5d211d5acccb = L.circleMarker(
                [30.7461, 76.7434],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_060911a643974ce6a72781c248272b52 = L.popup({"maxWidth": "100%"});

        
            var html_c11402deb6964dcabf187d5479c5aac2 = $(`<div id="html_c11402deb6964dcabf187d5479c5aac2" style="width: 100.0%; height: 100.0%;">Subway, SCO 314, Sector 38 D, Sector 38, Chandigarh</div>`)[0];
            popup_060911a643974ce6a72781c248272b52.setContent(html_c11402deb6964dcabf187d5479c5aac2);
        

        circle_marker_702cdf889beb495caa4d5d211d5acccb.bindPopup(popup_060911a643974ce6a72781c248272b52)
        ;

        
    
    
            var circle_marker_84b4fc8ba8394dd58937d0d111eada72 = L.circleMarker(
                [30.7544, 76.7877],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_3cffc0d5297943089f8df1237d49d245 = L.popup({"maxWidth": "100%"});

        
            var html_6346ffd11084474bb575ec5224ae8e7e = $(`<div id="html_6346ffd11084474bb575ec5224ae8e7e" style="width: 100.0%; height: 100.0%;">Bakes &amp; Beans, 9, Main Market, Sector 10 D, Chandigarh</div>`)[0];
            popup_3cffc0d5297943089f8df1237d49d245.setContent(html_6346ffd11084474bb575ec5224ae8e7e);
        

        circle_marker_84b4fc8ba8394dd58937d0d111eada72.bindPopup(popup_3cffc0d5297943089f8df1237d49d245)
        ;

        
    
    
            var circle_marker_0ab75109b3cf4b7aa26218d4548d4431 = L.circleMarker(
                [30.7246, 76.7687],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_661d4ba38ca846ecb8eab90d19c3f7f7 = L.popup({"maxWidth": "100%"});

        
            var html_6aac9ee877eb419286dc0ee777ec074d = $(`<div id="html_6aac9ee877eb419286dc0ee777ec074d" style="width: 100.0%; height: 100.0%;">Domino&#39;s Pizza, SCO 13-15, Sector 34 A, Sector 34, Chandigarh</div>`)[0];
            popup_661d4ba38ca846ecb8eab90d19c3f7f7.setContent(html_6aac9ee877eb419286dc0ee777ec074d);
        

        circle_marker_0ab75109b3cf4b7aa26218d4548d4431.bindPopup(popup_661d4ba38ca846ecb8eab90d19c3f7f7)
        ;

        
    
    
            var circle_marker_0bfa8f1143284232abdb63cae76865d9 = L.circleMarker(
                [30.7226, 76.7619],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_6c31a816b8f149559bdc687442658153 = L.popup({"maxWidth": "100%"});

        
            var html_0d44e9c40bc34dbfaffeaffa0d975f02 = $(`<div id="html_0d44e9c40bc34dbfaffeaffa0d975f02" style="width: 100.0%; height: 100.0%;">Cafe Coffee Day Lounge, SCO 411 &amp; 412, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_6c31a816b8f149559bdc687442658153.setContent(html_0d44e9c40bc34dbfaffeaffa0d975f02);
        

        circle_marker_0bfa8f1143284232abdb63cae76865d9.bindPopup(popup_6c31a816b8f149559bdc687442658153)
        ;

        
    
    
            var circle_marker_b64d75f051a74dfcaa53f1ea6a3dc5df = L.circleMarker(
                [30.7222, 76.7612],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_ca3ac2a6ca474d0cab653631baf61c79 = L.popup({"maxWidth": "100%"});

        
            var html_7ecbbc32d0d7436586fdc58b4247ceb4 = $(`<div id="html_7ecbbc32d0d7436586fdc58b4247ceb4" style="width: 100.0%; height: 100.0%;">KFC, SCO 425 &amp; 426, Sector 35 C, Sector 35, Chandigarh</div>`)[0];
            popup_ca3ac2a6ca474d0cab653631baf61c79.setContent(html_7ecbbc32d0d7436586fdc58b4247ceb4);
        

        circle_marker_b64d75f051a74dfcaa53f1ea6a3dc5df.bindPopup(popup_ca3ac2a6ca474d0cab653631baf61c79)
        ;

        
    
    
            var circle_marker_6ce3ecd74f2a46aba79121be53633d53 = L.circleMarker(
                [30.7161, 76.805],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_dc689105738249bab505cc1b2849a5b2 = L.popup({"maxWidth": "100%"});

        
            var html_4b7ae747380444f89eda5f918ff77cbf = $(`<div id="html_4b7ae747380444f89eda5f918ff77cbf" style="width: 100.0%; height: 100.0%;">Deluxe Dhaba, SCO 14 &amp; 15, Sector 28 C, Sector 28, Chandigarh</div>`)[0];
            popup_dc689105738249bab505cc1b2849a5b2.setContent(html_4b7ae747380444f89eda5f918ff77cbf);
        

        circle_marker_6ce3ecd74f2a46aba79121be53633d53.bindPopup(popup_dc689105738249bab505cc1b2849a5b2)
        ;

        
    
    
            var circle_marker_ebd462a53fb5422f90bfed51283ab7bc = L.circleMarker(
                [30.7057, 76.8013],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_a4abaad0335642d2bac108ba6b94e053 = L.popup({"maxWidth": "100%"});

        
            var html_bfb81b55139a49129ca4fe2caa545fe5 = $(`<div id="html_bfb81b55139a49129ca4fe2caa545fe5" style="width: 100.0%; height: 100.0%;">Pizza Hut, Unit 38, Third Flour, Plot 178-178-A, Industrial And Business Park, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_a4abaad0335642d2bac108ba6b94e053.setContent(html_bfb81b55139a49129ca4fe2caa545fe5);
        

        circle_marker_ebd462a53fb5422f90bfed51283ab7bc.bindPopup(popup_a4abaad0335642d2bac108ba6b94e053)
        ;

        
    
    
            var circle_marker_b1cb0e1de49f473fa4557583498a5174 = L.circleMarker(
                [30.7376, 76.7658],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_8d3c51b29b414746b0f593d06ac356aa = L.popup({"maxWidth": "100%"});

        
            var html_65ffc2c7baa946a5a6ba62bd3e45c898 = $(`<div id="html_65ffc2c7baa946a5a6ba62bd3e45c898" style="width: 100.0%; height: 100.0%;">New Krishna Sweet, SCO 14, Sector 23, Chandigarh</div>`)[0];
            popup_8d3c51b29b414746b0f593d06ac356aa.setContent(html_65ffc2c7baa946a5a6ba62bd3e45c898);
        

        circle_marker_b1cb0e1de49f473fa4557583498a5174.bindPopup(popup_8d3c51b29b414746b0f593d06ac356aa)
        ;

        
    
    
            var circle_marker_97506911ab4549389cf26ba5c2f7e4b9 = L.circleMarker(
                [30.7469, 76.776],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_62a558ef63cd411294a1273c20003257 = L.popup({"maxWidth": "100%"});

        
            var html_c12f157423a74f53aabcaed0b2cef883 = $(`<div id="html_c12f157423a74f53aabcaed0b2cef883" style="width: 100.0%; height: 100.0%;">Books N Brew, SCO 8, 1st Floor, Sector 16, Chandigarh</div>`)[0];
            popup_62a558ef63cd411294a1273c20003257.setContent(html_c12f157423a74f53aabcaed0b2cef883);
        

        circle_marker_97506911ab4549389cf26ba5c2f7e4b9.bindPopup(popup_62a558ef63cd411294a1273c20003257)
        ;

        
    
    
            var circle_marker_5aa87797bd13427dbc4d0d87dbd33924 = L.circleMarker(
                [30.7071, 76.7967],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_a5e82c6fa8304e3eb7bac73afd38b9cd = L.popup({"maxWidth": "100%"});

        
            var html_a1b792ea90224b98bb3b347e558ff109 = $(`<div id="html_a1b792ea90224b98bb3b347e558ff109" style="width: 100.0%; height: 100.0%;">The Tipsy Bulls, G2, Plot 177D, Ground Floor, Centra Mall, Phase 1, Chandigarh Industrial Area, Chandigarh</div>`)[0];
            popup_a5e82c6fa8304e3eb7bac73afd38b9cd.setContent(html_a1b792ea90224b98bb3b347e558ff109);
        

        circle_marker_5aa87797bd13427dbc4d0d87dbd33924.bindPopup(popup_a5e82c6fa8304e3eb7bac73afd38b9cd)
        ;

        
    
    
            var circle_marker_eed1d9469df240c498faaec075ec56b3 = L.circleMarker(
                [30.7663, 76.7835],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_74a4f608e08949b4a862c988d3a43f00 = L.popup({"maxWidth": "100%"});

        
            var html_963465a43d774484876ba2d6ee652d30 = $(`<div id="html_963465a43d774484876ba2d6ee652d30" style="width: 100.0%; height: 100.0%;">Hungry Birds, Shop 113, PEC Market, Sector 12, Chandigarh</div>`)[0];
            popup_74a4f608e08949b4a862c988d3a43f00.setContent(html_963465a43d774484876ba2d6ee652d30);
        

        circle_marker_eed1d9469df240c498faaec075ec56b3.bindPopup(popup_74a4f608e08949b4a862c988d3a43f00)
        ;

        
    
    
            var circle_marker_ca72455c4e964eb2965edac9565261c6 = L.circleMarker(
                [30.7292, 76.78192],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 10, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_90ebf73bbfc6486e9338d679f643d25f = L.popup({"maxWidth": "100%"});

        
            var html_052cf481aeaf4a8a85600e134f1bc886 = $(`<div id="html_052cf481aeaf4a8a85600e134f1bc886" style="width: 100.0%; height: 100.0%;">Cluster: 0</div>`)[0];
            popup_90ebf73bbfc6486e9338d679f643d25f.setContent(html_052cf481aeaf4a8a85600e134f1bc886);
        

        circle_marker_ca72455c4e964eb2965edac9565261c6.bindPopup(popup_90ebf73bbfc6486e9338d679f643d25f)
        ;

        
    
    
            var circle_marker_441086c74f324120975a211f804b6188 = L.circleMarker(
                [30.727664285714287, 76.79137142857144],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 10, "stroke": true, "weight": 3}
            ).addTo(map_e2dc9d38d6f3417f98b4e9940e5b3b19);
        
    
        var popup_aceceafac8594e0abb86cc6778770fbf = L.popup({"maxWidth": "100%"});

        
            var html_529761a41d6743b58186a9087d8d0c97 = $(`<div id="html_529761a41d6743b58186a9087d8d0c97" style="width: 100.0%; height: 100.0%;">Cluster: 1</div>`)[0];
            popup_aceceafac8594e0abb86cc6778770fbf.setContent(html_529761a41d6743b58186a9087d8d0c97);
        

        circle_marker_441086c74f324120975a211f804b6188.bindPopup(popup_aceceafac8594e0abb86cc6778770fbf)
        ;

        
    
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x122e2f8d0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chandigarh_map = folium.Map(location = [CHD_LATITUDE, CHD_LONGITUDE], zoom_start = 13)\n",
    "color_map = { 0: 'green', 1: 'red'}\n",
    "\n",
    "# add venues to the map\n",
    "markers_colors = []\n",
    "for venue, address, cluster, latitude, longitude in zip(selected_venues['venue'], \n",
    "                                                        selected_venues['address'], \n",
    "                                                        selected_venues['cluster_labels'], \n",
    "                                                        selected_venues['latitude'], \n",
    "                                                        selected_venues['longitude']):\n",
    "    label = folium.Popup(str(venue) + ', ' + str(address), parse_html = True)\n",
    "    folium.CircleMarker(\n",
    "        [latitude, longitude],\n",
    "        radius = 5,\n",
    "        popup = label,\n",
    "        color = color_map[cluster],\n",
    "        fill = True,\n",
    "        fill_color = color_map[cluster],\n",
    "        fill_opacity = 0.7).add_to(chandigarh_map)\n",
    "\n",
    "# add cluster centers to the map\n",
    "for index, cluster in enumerate(kMeans.cluster_centers_):\n",
    "    latitude = cluster[0]\n",
    "    longitude = cluster[1]\n",
    "    label = folium.Popup(\"Cluster: \" + str(index), parse_html = True)\n",
    "    folium.CircleMarker(\n",
    "        [latitude, longitude],\n",
    "        radius = 10,\n",
    "        popup = label,\n",
    "        color = color_map[index],\n",
    "        fill = True,\n",
    "        fill_color = color_map[index],\n",
    "        fill_opacity = 0.7).add_to(chandigarh_map)\n",
    "\n",
    "chandigarh_map.save(\"maps/Venues Clusters.html\")\n",
    "chandigarh_map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the map, we see the two clusters:\n",
    "1. The first cluster is spread across the whole city and includes the majority venues.\n",
    "2. The second cluster is very sparsely spread and has very limited venues."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I'll also check the venues of the two clusters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cluster 0\n"
     ]
    },
    {
     "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>cluster_labels</th>\n",
       "      <th>categories</th>\n",
       "      <th>venue</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>price_range</th>\n",
       "      <th>rating</th>\n",
       "      <th>address</th>\n",
       "      <th>average_price</th>\n",
       "      <th>rating_bin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>Hotel Bar</td>\n",
       "      <td>Sundarams</td>\n",
       "      <td>30.7302</td>\n",
       "      <td>76.7735</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Hotel Aroma Complex, Himalaya Marg, Sector 22 ...</td>\n",
       "      <td>175.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Softy Corner</td>\n",
       "      <td>30.7405</td>\n",
       "      <td>76.7816</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 87, Sector 17, Chandigarh</td>\n",
       "      <td>150.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Hot Millions</td>\n",
       "      <td>30.7408</td>\n",
       "      <td>76.7822</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.2</td>\n",
       "      <td>SCO 73 &amp; 74, Sector 17 D, Sector 17, Chandigarh</td>\n",
       "      <td>400.0</td>\n",
       "      <td>Okay</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7216</td>\n",
       "      <td>76.7601</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>350.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Nik Baker's</td>\n",
       "      <td>30.7480</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>Booth 31-34, Inner Market, Sector 9 D, Sector ...</td>\n",
       "      <td>350.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>Old Pal Dhaba</td>\n",
       "      <td>30.7194</td>\n",
       "      <td>76.8017</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.4</td>\n",
       "      <td>Booth 165-166, Sector 28 D, Sector 28, Chandigarh</td>\n",
       "      <td>400.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Indian Coffee House</td>\n",
       "      <td>30.7403</td>\n",
       "      <td>76.7806</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>SCO 12, Sector 17 C, Sector 17, Chandigarh</td>\n",
       "      <td>100.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0</td>\n",
       "      <td>Food Court</td>\n",
       "      <td>Fresh Bite</td>\n",
       "      <td>30.7622</td>\n",
       "      <td>76.7698</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>Inner Punjab University, Near Student Centre, ...</td>\n",
       "      <td>75.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0</td>\n",
       "      <td>Shopping Mall</td>\n",
       "      <td>Pizza Hut</td>\n",
       "      <td>30.7058</td>\n",
       "      <td>76.8012</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3.6</td>\n",
       "      <td>320, 3rd Floor, Elante Mall, Phase 1, Chandiga...</td>\n",
       "      <td>450.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Monica's Puddings &amp; Pies</td>\n",
       "      <td>30.7410</td>\n",
       "      <td>76.7974</td>\n",
       "      <td>2.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Booth 20 &amp; 21, Inner Market, Sector 8 B, Secto...</td>\n",
       "      <td>250.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   cluster_labels            categories                     venue  latitude  \\\n",
       "0               0             Hotel Bar                 Sundarams   30.7302   \n",
       "1               0        Ice Cream Shop              Softy Corner   30.7405   \n",
       "2               0  Fast Food Restaurant              Hot Millions   30.7408   \n",
       "3               0                Bakery               Nik Baker's   30.7216   \n",
       "4               0                Bakery               Nik Baker's   30.7480   \n",
       "5               0     Indian Restaurant             Old Pal Dhaba   30.7194   \n",
       "6               0           Coffee Shop       Indian Coffee House   30.7403   \n",
       "7               0            Food Court                Fresh Bite   30.7622   \n",
       "8               0         Shopping Mall                 Pizza Hut   30.7058   \n",
       "9               0                Bakery  Monica's Puddings & Pies   30.7410   \n",
       "\n",
       "   longitude  price_range  rating  \\\n",
       "0    76.7735          1.0     3.4   \n",
       "1    76.7816          1.0     4.6   \n",
       "2    76.7822          2.0     2.2   \n",
       "3    76.7601          2.0     4.5   \n",
       "4    76.7933          2.0     4.1   \n",
       "5    76.8017          2.0     3.4   \n",
       "6    76.7806          1.0     4.0   \n",
       "7    76.7698          1.0     3.8   \n",
       "8    76.8012          2.0     3.6   \n",
       "9    76.7974          2.0     4.0   \n",
       "\n",
       "                                             address  average_price rating_bin  \n",
       "0  Hotel Aroma Complex, Himalaya Marg, Sector 22 ...          175.0       Good  \n",
       "1                      SCO 87, Sector 17, Chandigarh          150.0  Very good  \n",
       "2    SCO 73 & 74, Sector 17 D, Sector 17, Chandigarh          400.0       Okay  \n",
       "3  SCO 441 - 442, Sector 35 C, Sector 35, Chandigarh          350.0  Very good  \n",
       "4  Booth 31-34, Inner Market, Sector 9 D, Sector ...          350.0  Very good  \n",
       "5  Booth 165-166, Sector 28 D, Sector 28, Chandigarh          400.0       Good  \n",
       "6         SCO 12, Sector 17 C, Sector 17, Chandigarh          100.0       Good  \n",
       "7  Inner Punjab University, Near Student Centre, ...           75.0       Good  \n",
       "8  320, 3rd Floor, Elante Mall, Phase 1, Chandiga...          450.0       Good  \n",
       "9  Booth 20 & 21, Inner Market, Sector 8 B, Secto...          250.0       Good  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = selected_venues[selected_venues['cluster_labels'] == 0]\n",
    "print(\"Cluster 0\")\n",
    "result.head(10).reset_index(drop = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "These venues for cluster 0 have mean price range of 1.71 and rating spread around 3.57\n"
     ]
    }
   ],
   "source": [
    "print(\"These venues for cluster 0 have mean price range of {:.02f} and rating spread around {:.02f}\".\n",
    "      format(result['price_range'].mean(), result['rating'].astype(float).mean()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cluster 1\n"
     ]
    },
    {
     "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>cluster_labels</th>\n",
       "      <th>categories</th>\n",
       "      <th>venue</th>\n",
       "      <th>latitude</th>\n",
       "      <th>longitude</th>\n",
       "      <th>price_range</th>\n",
       "      <th>rating</th>\n",
       "      <th>address</th>\n",
       "      <th>average_price</th>\n",
       "      <th>rating_bin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Backpackers Cafe</td>\n",
       "      <td>30.7475</td>\n",
       "      <td>76.7933</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.3</td>\n",
       "      <td>SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...</td>\n",
       "      <td>600.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Mainland China</td>\n",
       "      <td>30.7256</td>\n",
       "      <td>76.8052</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>SCO 40, Madhya Marg, Sector 26, Chandigarh</td>\n",
       "      <td>750.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>The Willow Cafe</td>\n",
       "      <td>30.7549</td>\n",
       "      <td>76.7877</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh</td>\n",
       "      <td>650.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>Spanish Restaurant</td>\n",
       "      <td>Casa Bella Vista Pizzeria</td>\n",
       "      <td>30.7547</td>\n",
       "      <td>76.7873</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.1</td>\n",
       "      <td>Coal Depot, Backide Market, Sector 10 D, Chand...</td>\n",
       "      <td>700.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>Cuban Restaurant</td>\n",
       "      <td>Virgin Courtyard</td>\n",
       "      <td>30.7348</td>\n",
       "      <td>76.7977</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.4</td>\n",
       "      <td>SCO 1A, Backside, Madhya Marg, Sector 7C, Sect...</td>\n",
       "      <td>1100.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cafe Nomad</td>\n",
       "      <td>30.7332</td>\n",
       "      <td>76.8032</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>178, Inner Market, Sector 7, Chandigarh</td>\n",
       "      <td>750.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Peddlers</td>\n",
       "      <td>30.7208</td>\n",
       "      <td>76.7590</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>Hotel Heritage, SCO 467 &amp; 468, Sector 35 C, Se...</td>\n",
       "      <td>1100.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Cloud 9 - Hotel Shivalik View</td>\n",
       "      <td>30.7395</td>\n",
       "      <td>76.7767</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.7</td>\n",
       "      <td>Hotel Shivalik View, Sector 17, Chandigarh</td>\n",
       "      <td>750.0</td>\n",
       "      <td>Good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>OvenFresh</td>\n",
       "      <td>30.7217</td>\n",
       "      <td>76.7604</td>\n",
       "      <td>3.0</td>\n",
       "      <td>4.6</td>\n",
       "      <td>SCO 437 &amp; 438, Sector 35 C, Sector 35, Chandigarh</td>\n",
       "      <td>800.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>The Brew Estate</td>\n",
       "      <td>30.7057</td>\n",
       "      <td>76.8006</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4.5</td>\n",
       "      <td>3rd Floor, #308, Elante Mall, Phase 1, Chandig...</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>Very good</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   cluster_labels           categories                          venue  \\\n",
       "0               1       Sandwich Place               Backpackers Cafe   \n",
       "1               1   Chinese Restaurant                 Mainland China   \n",
       "2               1    Indian Restaurant                The Willow Cafe   \n",
       "3               1   Spanish Restaurant      Casa Bella Vista Pizzeria   \n",
       "4               1     Cuban Restaurant               Virgin Courtyard   \n",
       "5               1                 Café                     Cafe Nomad   \n",
       "6               1  American Restaurant                       Peddlers   \n",
       "7               1                Hotel  Cloud 9 - Hotel Shivalik View   \n",
       "8               1  American Restaurant                      OvenFresh   \n",
       "9               1           Sports Bar                The Brew Estate   \n",
       "\n",
       "   latitude  longitude  price_range  rating  \\\n",
       "0   30.7475    76.7933          3.0     4.3   \n",
       "1   30.7256    76.8052          3.0     4.1   \n",
       "2   30.7549    76.7877          3.0     4.1   \n",
       "3   30.7547    76.7873          3.0     4.1   \n",
       "4   30.7348    76.7977          4.0     4.4   \n",
       "5   30.7332    76.8032          3.0     4.0   \n",
       "6   30.7208    76.7590          4.0     3.9   \n",
       "7   30.7395    76.7767          3.0     3.7   \n",
       "8   30.7217    76.7604          3.0     4.6   \n",
       "9   30.7057    76.8006          4.0     4.5   \n",
       "\n",
       "                                             address  average_price rating_bin  \n",
       "0  SCF 16, Inner Market, Sector 9 D, Sector 9, Ch...          600.0  Very good  \n",
       "1         SCO 40, Madhya Marg, Sector 26, Chandigarh          750.0  Very good  \n",
       "2     SCO 01, Azaadi Rte, 10D, Sector 10, Chandigarh          650.0  Very good  \n",
       "3  Coal Depot, Backide Market, Sector 10 D, Chand...          700.0  Very good  \n",
       "4  SCO 1A, Backside, Madhya Marg, Sector 7C, Sect...         1100.0  Very good  \n",
       "5            178, Inner Market, Sector 7, Chandigarh          750.0       Good  \n",
       "6  Hotel Heritage, SCO 467 & 468, Sector 35 C, Se...         1100.0       Good  \n",
       "7         Hotel Shivalik View, Sector 17, Chandigarh          750.0       Good  \n",
       "8  SCO 437 & 438, Sector 35 C, Sector 35, Chandigarh          800.0  Very good  \n",
       "9  3rd Floor, #308, Elante Mall, Phase 1, Chandig...         1000.0  Very good  "
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = selected_venues[selected_venues['cluster_labels'] == 1]\n",
    "print(\"Cluster 1\")\n",
    "result.head(10).reset_index(drop = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "These venues for cluster 1 have mean price range of 3.21 and rating spread around 4.03\n"
     ]
    }
   ],
   "source": [
    "print(\"These venues for cluster 1 have mean price range of {:.02f} and rating spread around {:.02f}\".\n",
    "      format(result['price_range'].mean(), result['rating'].astype(float).mean()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Results and Discussion <a name=\"results\"></a>\n",
    "\n",
    "Based on our analysis above, we can draw a number of conclusions that will be useful to aid any visitor visiting the city of Chandigarh, India.\n",
    "\n",
    "After collecting data from the **Foursquare** and **Zomato** APIs, we got a list of 120 different venues. However, not all venues from the two APIs were identical. Hence, we had to inspect their latitude and longitude values as well as names to combine them and remove all the outliers. This resulted in a total venue count of 49.\n",
    "\n",
    "We identified that from the total set of venues, majority of them were **Cafes** and **Indian Restaurants**. A visitor who loves Cafes/Indian Restaurants would surely benefit from coming to Chandigarh.\n",
    "\n",
    "While the complete range of ratings range from 1 to 5, the **majority venues have ratings close to 4**. This means that most restaurants provide **good quality food** which is liked by the people of the city, thus indicating the high rating. When we plot these venues on the map, we discover that there are clusters of venues around **Sector 17, Sector 35 and Elante Mall**. These clusters also have very **high ratings (more than 3)**.\n",
    "\n",
    "When we take a look at the price values of each venue, we explore that **many venues** have prices which are in the **range of Rs 200 to Rs 400 for one person**. However, the variation in prices is very large, given the complete range starts from Rs 100 and goes uptil Rs 1200. On plotting the venues based on their price range on the map, we discovered that venues located near **Sector 17 and Sector 35 are relatively priced lower than venues in Sector 7 and Sector 26**. A **mix of low price and high price exist in Elante Mall**.\n",
    "\n",
    "Finally, through clusters we identified that there are **many venues** which are **relatively lower priced but have an average rating of 3.57**. On the other hand, there are **few venues** which are **high priced and have average rating of 4.03**.\n",
    "\n",
    "1. If you're looking for cheap places with relatively high rating, you should check **Sector 35**.\n",
    "2. If you're looking for the best places, with the highest rating but might also carry a high price tag, you should visit **Sector 7** and **Sector 26**.\n",
    "3. If you're looking to explore the city and have no specific criteria to decide upon the places you want to visit, you should try **Elante Mall**.\n",
    "\n",
    "A company can use this information to build up an online website/mobile application, to provide users with up to date information about various venues in the city based on the search criteria (name, rating and price)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Conclusion <a name=\"conclusion\"></a>\n",
    "\n",
    "The purpose of this project was to explore the places that a person visiting Chandigarh could visit. The venues have been identified using Foursquare and Zomato API and have been plotted on the map. The map reveals that there are three major areas a person can visit: Sector 35, Sector 7 & 26 and Elante Mall. Based on the visitor's venue rating and price requirements, he/she can choose amongst the three places."
   ]
  }
 ],
 "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": "3.8.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}