week5_Mumbai Suburbs Foursquare.ipynb

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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## This capstone project predicts which nighbourhoods will be good to open a anew shopping mall in Mumbai, India."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1. Import Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting geocoder\n",
      "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/4f/6b/13166c909ad2f2d76b929a4227c952630ebaf0d729f6317eb09cbceccbab/geocoder-1.38.1-py2.py3-none-any.whl (98kB)\n",
      "\u001b[K     |████████████████████████████████| 102kB 18.2MB/s ta 0:00:01\n",
      "\u001b[?25hCollecting ratelim (from geocoder)\n",
      "  Downloading https://files.pythonhosted.org/packages/f2/98/7e6d147fd16a10a5f821db6e25f192265d6ecca3d82957a4fdd592cad49c/ratelim-0.1.6-py2.py3-none-any.whl\n",
      "Requirement already satisfied: requests in /home/jupyterlab/conda/lib/python3.6/site-packages (from geocoder) (2.22.0)\n",
      "Requirement already satisfied: future in /home/jupyterlab/conda/lib/python3.6/site-packages (from geocoder) (0.17.1)\n",
      "Requirement already satisfied: six in /home/jupyterlab/conda/lib/python3.6/site-packages (from geocoder) (1.12.0)\n",
      "Requirement already satisfied: click in /home/jupyterlab/conda/lib/python3.6/site-packages (from geocoder) (7.0)\n",
      "Requirement already satisfied: decorator in /home/jupyterlab/conda/lib/python3.6/site-packages (from ratelim->geocoder) (4.4.0)\n",
      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /home/jupyterlab/conda/lib/python3.6/site-packages (from requests->geocoder) (1.24.3)\n",
      "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /home/jupyterlab/conda/lib/python3.6/site-packages (from requests->geocoder) (3.0.4)\n",
      "Requirement already satisfied: idna<2.9,>=2.5 in /home/jupyterlab/conda/lib/python3.6/site-packages (from requests->geocoder) (2.8)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/jupyterlab/conda/lib/python3.6/site-packages (from requests->geocoder) (2019.6.16)\n",
      "Installing collected packages: ratelim, geocoder\n",
      "Successfully installed geocoder-1.38.1 ratelim-0.1.6\n",
      "Libraries imported.\n"
     ]
    }
   ],
   "source": [
    "import numpy as np # library to handle data in a vectorized manner\n",
    "\n",
    "import pandas as pd # library for data analsysis\n",
    "pd.set_option(\"display.max_columns\", None)\n",
    "pd.set_option(\"display.max_rows\", None)\n",
    "\n",
    "import json # library to handle JSON files\n",
    "\n",
    "!pip install geocoder\n",
    "from geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n",
    "import geocoder # to get coordinates\n",
    "\n",
    "import requests # library to handle requests\n",
    "from bs4 import BeautifulSoup # library to parse HTML and XML documents\n",
    "\n",
    "from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe\n",
    "\n",
    "# Matplotlib and associated plotting modules\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "# import k-means from clustering stage\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "import folium # map rendering library\n",
    "\n",
    "print(\"Libraries imported.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2. Scraping Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = requests.get(\"https://en.wikipedia.org/wiki/Category:Suburbs_of_Mumbai\").text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "soup = BeautifulSoup(data, 'html.parser')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "neighborhoodList = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "for row in soup.find_all(\"div\", class_=\"mw-category\")[0].findAll(\"li\"):\n",
    "    neighborhoodList.append(row.text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
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       "  </thead>\n",
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       "      <td>Andheri</td>\n",
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       "      <td>Anushakti Nagar</td>\n",
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       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
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       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
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       "  </tbody>\n",
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       "      Neighborhood\n",
       "0          Andheri\n",
       "1  Anushakti Nagar\n",
       "2       Baiganwadi\n",
       "3           Bandra\n",
       "4          Bhandup"
      ]
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     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "kl_df = pd.DataFrame({\"Neighborhood\": neighborhoodList})\n",
    "\n",
    "kl_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
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       "(40, 1)"
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     "execution_count": 8,
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   "source": [
    "kl_df.shape"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3.Get the Geographical Coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_latlng(neighborhood):\n",
    "    # initialize your variable to None\n",
    "    lat_lng_coords = None\n",
    "    # loop until you get the coordinates\n",
    "    while(lat_lng_coords is None):\n",
    "        g = geocoder.arcgis('{}, Mumbai, India'.format(neighborhood))\n",
    "        lat_lng_coords = g.latlng\n",
    "    return lat_lng_coords"
   ]
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   "execution_count": 12,
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   "source": [
    "coords = [ get_latlng(neighborhood) for neighborhood in kl_df[\"Neighborhood\"].tolist() ]\n",
    "\n",
    "coords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_coords = pd.DataFrame(coords, columns=['Latitude', 'Longitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "kl_df['Latitude'] = df_coords['Latitude']\n",
    "kl_df['Longitude'] = df_coords['Longitude']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
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     "name": "stdout",
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     "text": [
      "(40, 3)\n"
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       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
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       "      <td>72.841774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>19.042830</td>\n",
       "      <td>72.927340</td>\n",
       "    </tr>\n",
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       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>19.062930</td>\n",
       "      <td>72.926660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>19.054220</td>\n",
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       "      <th>4</th>\n",
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       "      <td>72.948560</td>\n",
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       "      Neighborhood   Latitude  Longitude\n",
       "0          Andheri  19.118483  72.841774\n",
       "1  Anushakti Nagar  19.042830  72.927340\n",
       "2       Baiganwadi  19.062930  72.926660\n",
       "3           Bandra  19.054220  72.840190\n",
       "4          Bhandup  19.145560  72.948560"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "print(kl_df.shape)\n",
    "kl_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "kl_df.to_csv(\"kl_df.csv\", index=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 4. Create a map of Mumbai with neighbourhoods superimposed on top"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Mumbai, India 18.9387711, 72.8353355.\n"
     ]
    }
   ],
   "source": [
    "address = 'Mumbai, India'\n",
    "\n",
    "geolocator = Nominatim(user_agent=\"my-application\")\n",
    "location = geolocator.geocode(address)\n",
    "latitude = location.latitude\n",
    "longitude = location.longitude\n",
    "print('The geograpical coordinate of Mumbai, India {}, {}.'.format(latitude, longitude))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
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  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_6899fae53df645d0acf8979df3ed182f);
            
    
            var popup_12b6d0a12e1d448eaeb0e8395fd4692e = L.popup({maxWidth: '300'});

            
                var html_f038630cf0af4eb591bb144eda449820 = $('<div id="html_f038630cf0af4eb591bb144eda449820" style="width: 100.0%; height: 100.0%;">Western Suburbs (Mumbai)</div>')[0];
                popup_12b6d0a12e1d448eaeb0e8395fd4692e.setContent(html_f038630cf0af4eb591bb144eda449820);
            

            circle_marker_0a69f9b0e9564a2e97ae257ad221adae.bindPopup(popup_12b6d0a12e1d448eaeb0e8395fd4692e);

            
        
    
            var circle_marker_2b6609474a5d4ce18d1fbef3af1622c7 = L.circleMarker(
                [19.007450000000063,72.81691000000006],
                {
  "bubblingMouseEvents": true,
  "color": "blue",
  "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_6899fae53df645d0acf8979df3ed182f);
            
    
            var popup_8826f3a0890344ac918b21bd46a9f0ce = L.popup({maxWidth: '300'});

            
                var html_b62eb9adcdb24ffd86e6eab16e84382d = $('<div id="html_b62eb9adcdb24ffd86e6eab16e84382d" style="width: 100.0%; height: 100.0%;">Worli</div>')[0];
                popup_8826f3a0890344ac918b21bd46a9f0ce.setContent(html_b62eb9adcdb24ffd86e6eab16e84382d);
            

            circle_marker_2b6609474a5d4ce18d1fbef3af1622c7.bindPopup(popup_8826f3a0890344ac918b21bd46a9f0ce);

            
        
</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 0x7fe28da99c50>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map_kl = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# add markers to map\n",
    "for lat, lng, neighborhood in zip(kl_df['Latitude'], kl_df['Longitude'], kl_df['Neighborhood']):\n",
    "    label = '{}'.format(neighborhood)\n",
    "    label = folium.Popup(label, parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color='blue',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc',\n",
    "        fill_opacity=0.7).add_to(map_kl)  \n",
    "    \n",
    "map_kl\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_kl.save('map_kl.jpeg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 5. Use the Foursquare API to explore the neighborhoods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your credentails:\n",
      "CLIENT_ID: ****\n",
      "CLIENT_SECRET:****\n"
     ]
    }
   ],
   "source": [
    "CLIENT_ID = '****' # your Foursquare ID\n",
    "CLIENT_SECRET = '****' # your Foursquare Secret\n",
    "VERSION = '20180605' # Foursquare API version\n",
    "\n",
    "print('Your credentails:')\n",
    "print('CLIENT_ID: ' + CLIENT_ID)\n",
    "print('CLIENT_SECRET:' + CLIENT_SECRET)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "radius = 2000\n",
    "LIMIT = 100\n",
    "\n",
    "venues = []\n",
    "\n",
    "for lat, long, neighborhood in zip(kl_df['Latitude'], kl_df['Longitude'], kl_df['Neighborhood']):\n",
    "    \n",
    "    # create the API request URL\n",
    "    url = \"https://api.foursquare.com/v2/venues/explore?client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}\".format(\n",
    "        CLIENT_ID,\n",
    "        CLIENT_SECRET,\n",
    "        VERSION,\n",
    "        lat,\n",
    "        long,\n",
    "        radius, \n",
    "        LIMIT)\n",
    "    \n",
    "    # make the GET request\n",
    "    results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "    \n",
    "    # return only relevant information for each nearby venue\n",
    "    for venue in results:\n",
    "        venues.append((\n",
    "            neighborhood,\n",
    "            lat, \n",
    "            long, \n",
    "            venue['venue']['name'], \n",
    "            venue['venue']['location']['lat'], \n",
    "            venue['venue']['location']['lng'],  \n",
    "            venue['venue']['categories'][0]['name']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2635, 7)\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>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>VenueName</th>\n",
       "      <th>VenueLatitude</th>\n",
       "      <th>VenueLongitude</th>\n",
       "      <th>VenueCategory</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "      <td>Merwans Cake shop</td>\n",
       "      <td>19.119300</td>\n",
       "      <td>72.845418</td>\n",
       "      <td>Bakery</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "      <td>Radha Krishna Veg Restaurant</td>\n",
       "      <td>19.115130</td>\n",
       "      <td>72.843060</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "      <td>Naturals</td>\n",
       "      <td>19.111204</td>\n",
       "      <td>72.837255</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "      <td>Starbucks Coffee : A Tata Alliance</td>\n",
       "      <td>19.114569</td>\n",
       "      <td>72.836205</td>\n",
       "      <td>Coffee Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "      <td>Shawarma Factory</td>\n",
       "      <td>19.124591</td>\n",
       "      <td>72.840398</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Neighborhood   Latitude  Longitude                           VenueName  \\\n",
       "0      Andheri  19.118483  72.841774                   Merwans Cake shop   \n",
       "1      Andheri  19.118483  72.841774        Radha Krishna Veg Restaurant   \n",
       "2      Andheri  19.118483  72.841774                            Naturals   \n",
       "3      Andheri  19.118483  72.841774  Starbucks Coffee : A Tata Alliance   \n",
       "4      Andheri  19.118483  72.841774                    Shawarma Factory   \n",
       "\n",
       "   VenueLatitude  VenueLongitude       VenueCategory  \n",
       "0      19.119300       72.845418              Bakery  \n",
       "1      19.115130       72.843060   Indian Restaurant  \n",
       "2      19.111204       72.837255      Ice Cream Shop  \n",
       "3      19.114569       72.836205         Coffee Shop  \n",
       "4      19.124591       72.840398  Falafel Restaurant  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "venues_df = pd.DataFrame(venues)\n",
    "\n",
    "# define the column names\n",
    "venues_df.columns = ['Neighborhood', 'Latitude', 'Longitude', 'VenueName', 'VenueLatitude', 'VenueLongitude', 'VenueCategory']\n",
    "\n",
    "print(venues_df.shape)\n",
    "venues_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "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>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>VenueName</th>\n",
       "      <th>VenueLatitude</th>\n",
       "      <th>VenueLongitude</th>\n",
       "      <th>VenueCategory</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Neighborhood</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Andheri</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anushakti Nagar</th>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Baiganwadi</th>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bandra</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bhandup</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Borivali</th>\n",
       "      <td>97</td>\n",
       "      <td>97</td>\n",
       "      <td>97</td>\n",
       "      <td>97</td>\n",
       "      <td>97</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Charkop</th>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chembur</th>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dahisar</th>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Devipada</th>\n",
       "      <td>89</td>\n",
       "      <td>89</td>\n",
       "      <td>89</td>\n",
       "      <td>89</td>\n",
       "      <td>89</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dombivli</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Eastern Suburbs (Mumbai)</th>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ghatkopar</th>\n",
       "      <td>79</td>\n",
       "      <td>79</td>\n",
       "      <td>79</td>\n",
       "      <td>79</td>\n",
       "      <td>79</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Goregaon</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grant Road</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jogeshwari</th>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Juhu</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kalyan</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kandivali</th>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kanjurmarg</th>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kausa</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kurla</th>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mahavir Nagar (Kandivali)</th>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mankhurd</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Matharpacady, Mumbai</th>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mira Road</th>\n",
       "      <td>83</td>\n",
       "      <td>83</td>\n",
       "      <td>83</td>\n",
       "      <td>83</td>\n",
       "      <td>83</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mogra Village</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mulund</th>\n",
       "      <td>74</td>\n",
       "      <td>74</td>\n",
       "      <td>74</td>\n",
       "      <td>74</td>\n",
       "      <td>74</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mumbra</th>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pestom sagar</th>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Seven Bungalows</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Shil Phata</th>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sion, Mumbai</th>\n",
       "      <td>61</td>\n",
       "      <td>61</td>\n",
       "      <td>61</td>\n",
       "      <td>61</td>\n",
       "      <td>61</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Thakur village</th>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tilak Nagar (Mumbai)</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vashi</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vikhroli</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Wadala</th>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Western Suburbs (Mumbai)</th>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Worli</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           Latitude  Longitude  VenueName  VenueLatitude  \\\n",
       "Neighborhood                                                               \n",
       "Andheri                         100        100        100            100   \n",
       "Anushakti Nagar                  19         19         19             19   \n",
       "Baiganwadi                        9          9          9              9   \n",
       "Bandra                          100        100        100            100   \n",
       "Bhandup                          25         25         25             25   \n",
       "Borivali                         97         97         97             97   \n",
       "Charkop                          53         53         53             53   \n",
       "Chembur                          99         99         99             99   \n",
       "Dahisar                          57         57         57             57   \n",
       "Devipada                         89         89         89             89   \n",
       "Dombivli                         18         18         18             18   \n",
       "Eastern Suburbs (Mumbai)         47         47         47             47   \n",
       "Ghatkopar                        79         79         79             79   \n",
       "Goregaon                        100        100        100            100   \n",
       "Grant Road                      100        100        100            100   \n",
       "Jogeshwari                       49         49         49             49   \n",
       "Juhu                            100        100        100            100   \n",
       "Kalyan                          100        100        100            100   \n",
       "Kandivali                        76         76         76             76   \n",
       "Kanjurmarg                       26         26         26             26   \n",
       "Kausa                           100        100        100            100   \n",
       "Kurla                            87         87         87             87   \n",
       "Mahavir Nagar (Kandivali)        76         76         76             76   \n",
       "Mankhurd                         15         15         15             15   \n",
       "Matharpacady, Mumbai             47         47         47             47   \n",
       "Mira Road                        83         83         83             83   \n",
       "Mogra Village                     2          2          2              2   \n",
       "Mulund                           74         74         74             74   \n",
       "Mumbra                            5          5          5              5   \n",
       "Pestom sagar                     84         84         84             84   \n",
       "Seven Bungalows                 100        100        100            100   \n",
       "Shil Phata                        5          5          5              5   \n",
       "Sion, Mumbai                     61         61         61             61   \n",
       "Thakur village                   62         62         62             62   \n",
       "Tilak Nagar (Mumbai)             13         13         13             13   \n",
       "Vashi                           100        100        100            100   \n",
       "Vikhroli                        100        100        100            100   \n",
       "Wadala                           94         94         94             94   \n",
       "Western Suburbs (Mumbai)         84         84         84             84   \n",
       "Worli                           100        100        100            100   \n",
       "\n",
       "                           VenueLongitude  VenueCategory  \n",
       "Neighborhood                                              \n",
       "Andheri                               100            100  \n",
       "Anushakti Nagar                        19             19  \n",
       "Baiganwadi                              9              9  \n",
       "Bandra                                100            100  \n",
       "Bhandup                                25             25  \n",
       "Borivali                               97             97  \n",
       "Charkop                                53             53  \n",
       "Chembur                                99             99  \n",
       "Dahisar                                57             57  \n",
       "Devipada                               89             89  \n",
       "Dombivli                               18             18  \n",
       "Eastern Suburbs (Mumbai)               47             47  \n",
       "Ghatkopar                              79             79  \n",
       "Goregaon                              100            100  \n",
       "Grant Road                            100            100  \n",
       "Jogeshwari                             49             49  \n",
       "Juhu                                  100            100  \n",
       "Kalyan                                100            100  \n",
       "Kandivali                              76             76  \n",
       "Kanjurmarg                             26             26  \n",
       "Kausa                                 100            100  \n",
       "Kurla                                  87             87  \n",
       "Mahavir Nagar (Kandivali)              76             76  \n",
       "Mankhurd                               15             15  \n",
       "Matharpacady, Mumbai                   47             47  \n",
       "Mira Road                              83             83  \n",
       "Mogra Village                           2              2  \n",
       "Mulund                                 74             74  \n",
       "Mumbra                                  5              5  \n",
       "Pestom sagar                           84             84  \n",
       "Seven Bungalows                       100            100  \n",
       "Shil Phata                              5              5  \n",
       "Sion, Mumbai                           61             61  \n",
       "Thakur village                         62             62  \n",
       "Tilak Nagar (Mumbai)                   13             13  \n",
       "Vashi                                 100            100  \n",
       "Vikhroli                              100            100  \n",
       "Wadala                                 94             94  \n",
       "Western Suburbs (Mumbai)               84             84  \n",
       "Worli                                 100            100  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "venues_df.groupby([\"Neighborhood\"]).count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 203 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('There are {} uniques categories.'.format(len(venues_df['VenueCategory'].unique())))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Bakery', 'Indian Restaurant', 'Ice Cream Shop', 'Coffee Shop',\n",
       "       'Falafel Restaurant', 'Fast Food Restaurant', 'Pub', 'Café',\n",
       "       'Pizza Place', 'Juice Bar', 'Multiplex', 'Snack Place',\n",
       "       'Breakfast Spot', 'Sandwich Place', 'Cocktail Bar', 'Bar',\n",
       "       'American Restaurant', 'Chinese Restaurant', 'Seafood Restaurant',\n",
       "       'Electronics Store', 'Diner', 'Department Store',\n",
       "       'Asian Restaurant', 'Vegetarian / Vegan Restaurant', 'Spa',\n",
       "       'BBQ Joint', 'Residential Building (Apartment / Condo)', 'Lounge',\n",
       "       'Gym / Fitness Center', \"Women's Store\", 'Liquor Store',\n",
       "       'Smoke Shop', 'Food Truck', 'Athletics & Sports', 'Fish Market',\n",
       "       'Hotel', 'Martial Arts Dojo', 'Tea Room', 'Clothing Store', 'Food',\n",
       "       'Plaza', 'Sports Bar', 'Park', 'Platform', 'Food & Drink Shop',\n",
       "       'Music Venue', 'Hot Dog Joint', 'Tunnel', 'Fried Chicken Joint',\n",
       "       'Dessert Shop'], dtype=object)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "venues_df['VenueCategory'].unique()[:50]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\"Neighborhood\" in venues_df['VenueCategory'].unique()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 6.Analyze each neighbourhood"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2635, 204)\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>Neighborhoods</th>\n",
       "      <th>ATM</th>\n",
       "      <th>Accessories Store</th>\n",
       "      <th>Afghan Restaurant</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Antique Shop</th>\n",
       "      <th>Arcade</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</th>\n",
       "      <th>Beer Garden</th>\n",
       "      <th>Big Box Store</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Bowling Alley</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bridal Shop</th>\n",
       "      <th>Building</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Station</th>\n",
       "      <th>Cafeteria</th>\n",
       "      <th>Café</th>\n",
       "      <th>Campground</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Auditorium</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>Comedy Club</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Cricket Ground</th>\n",
       "      <th>Cupcake Shop</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Design Studio</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dhaba</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Fabric Shop</th>\n",
       "      <th>Factory</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farm</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Field</th>\n",
       "      <th>Fish &amp; Chips Shop</th>\n",
       "      <th>Fish Market</th>\n",
       "      <th>Flea Market</th>\n",
       "      <th>Flower Shop</th>\n",
       "      <th>Food</th>\n",
       "      <th>Food &amp; Drink Shop</th>\n",
       "      <th>Food Court</th>\n",
       "      <th>Food Truck</th>\n",
       "      <th>French Restaurant</th>\n",
       "      <th>Fried Chicken Joint</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>German Restaurant</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Goan Restaurant</th>\n",
       "      <th>Golf Course</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Gym Pool</th>\n",
       "      <th>Halal Restaurant</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Hawaiian Restaurant</th>\n",
       "      <th>High School</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hockey Arena</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hot Dog Joint</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Indoor Play Area</th>\n",
       "      <th>Irani Cafe</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Luggage Store</th>\n",
       "      <th>Maharashtrian Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Mobile Phone Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Motorcycle Shop</th>\n",
       "      <th>Mountain</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Mughlai Restaurant</th>\n",
       "      <th>Multicuisine Indian Restaurant</th>\n",
       "      <th>Multiplex</th>\n",
       "      <th>Music Store</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>New American Restaurant</th>\n",
       "      <th>Nightclub</th>\n",
       "      <th>Noodle House</th>\n",
       "      <th>North Indian Restaurant</th>\n",
       "      <th>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Outdoors &amp; Recreation</th>\n",
       "      <th>Park</th>\n",
       "      <th>Performing Arts Venue</th>\n",
       "      <th>Pet Store</th>\n",
       "      <th>Pharmacy</th>\n",
       "      <th>Pizza Place</th>\n",
       "      <th>Platform</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Pool</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Punjabi Restaurant</th>\n",
       "      <th>Recording Studio</th>\n",
       "      <th>Recreation Center</th>\n",
       "      <th>Residential Building (Apartment / Condo)</th>\n",
       "      <th>Resort</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Road</th>\n",
       "      <th>Roof Deck</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shop &amp; Service</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soccer Field</th>\n",
       "      <th>South American Restaurant</th>\n",
       "      <th>South Indian Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Sports Club</th>\n",
       "      <th>Stadium</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Park</th>\n",
       "      <th>Toll Booth</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Track</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Tunnel</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Andheri</td>\n",
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       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Neighborhoods  ATM  Accessories Store  Afghan Restaurant  Airport  \\\n",
       "0       Andheri    0                  0                  0        0   \n",
       "1       Andheri    0                  0                  0        0   \n",
       "2       Andheri    0                  0                  0        0   \n",
       "3       Andheri    0                  0                  0        0   \n",
       "4       Andheri    0                  0                  0        0   \n",
       "\n",
       "   Airport Terminal  American Restaurant  Antique Shop  Arcade  Art Gallery  \\\n",
       "0                 0                    0             0       0            0   \n",
       "1                 0                    0             0       0            0   \n",
       "2                 0                    0             0       0            0   \n",
       "3                 0                    0             0       0            0   \n",
       "4                 0                    0             0       0            0   \n",
       "\n",
       "   Asian Restaurant  Athletics & Sports  BBQ Joint  Bakery  Bank  Bar  Beach  \\\n",
       "0                 0                   0          0       1     0    0      0   \n",
       "1                 0                   0          0       0     0    0      0   \n",
       "2                 0                   0          0       0     0    0      0   \n",
       "3                 0                   0          0       0     0    0      0   \n",
       "4                 0                   0          0       0     0    0      0   \n",
       "\n",
       "   Bed & Breakfast  Beer Garden  Big Box Store  Bistro  Bookstore  \\\n",
       "0                0            0              0       0          0   \n",
       "1                0            0              0       0          0   \n",
       "2                0            0              0       0          0   \n",
       "3                0            0              0       0          0   \n",
       "4                0            0              0       0          0   \n",
       "\n",
       "   Bowling Alley  Brazilian Restaurant  Breakfast Spot  Brewery  Bridal Shop  \\\n",
       "0              0                     0               0        0            0   \n",
       "1              0                     0               0        0            0   \n",
       "2              0                     0               0        0            0   \n",
       "3              0                     0               0        0            0   \n",
       "4              0                     0               0        0            0   \n",
       "\n",
       "   Building  Burger Joint  Burrito Place  Bus Station  Cafeteria  Café  \\\n",
       "0         0             0              0            0          0     0   \n",
       "1         0             0              0            0          0     0   \n",
       "2         0             0              0            0          0     0   \n",
       "3         0             0              0            0          0     0   \n",
       "4         0             0              0            0          0     0   \n",
       "\n",
       "   Campground  Cheese Shop  Chinese Restaurant  Clothing Store  Cocktail Bar  \\\n",
       "0           0            0                   0               0             0   \n",
       "1           0            0                   0               0             0   \n",
       "2           0            0                   0               0             0   \n",
       "3           0            0                   0               0             0   \n",
       "4           0            0                   0               0             0   \n",
       "\n",
       "   Coffee Shop  College Auditorium  College Gym  Comedy Club  \\\n",
       "0            0                   0            0            0   \n",
       "1            0                   0            0            0   \n",
       "2            0                   0            0            0   \n",
       "3            1                   0            0            0   \n",
       "4            0                   0            0            0   \n",
       "\n",
       "   Comfort Food Restaurant  Concert Hall  Convenience Store  Cosmetics Shop  \\\n",
       "0                        0             0                  0               0   \n",
       "1                        0             0                  0               0   \n",
       "2                        0             0                  0               0   \n",
       "3                        0             0                  0               0   \n",
       "4                        0             0                  0               0   \n",
       "\n",
       "   Coworking Space  Cricket Ground  Cupcake Shop  Dance Studio  Deli / Bodega  \\\n",
       "0                0               0             0             0              0   \n",
       "1                0               0             0             0              0   \n",
       "2                0               0             0             0              0   \n",
       "3                0               0             0             0              0   \n",
       "4                0               0             0             0              0   \n",
       "\n",
       "   Department Store  Design Studio  Dessert Shop  Dhaba  Dim Sum Restaurant  \\\n",
       "0                 0              0             0      0                   0   \n",
       "1                 0              0             0      0                   0   \n",
       "2                 0              0             0      0                   0   \n",
       "3                 0              0             0      0                   0   \n",
       "4                 0              0             0      0                   0   \n",
       "\n",
       "   Diner  Donut Shop  Electronics Store  Event Space  Fabric Shop  Factory  \\\n",
       "0      0           0                  0            0            0        0   \n",
       "1      0           0                  0            0            0        0   \n",
       "2      0           0                  0            0            0        0   \n",
       "3      0           0                  0            0            0        0   \n",
       "4      0           0                  0            0            0        0   \n",
       "\n",
       "   Falafel Restaurant  Farm  Farmers Market  Fast Food Restaurant  Field  \\\n",
       "0                   0     0               0                     0      0   \n",
       "1                   0     0               0                     0      0   \n",
       "2                   0     0               0                     0      0   \n",
       "3                   0     0               0                     0      0   \n",
       "4                   1     0               0                     0      0   \n",
       "\n",
       "   Fish & Chips Shop  Fish Market  Flea Market  Flower Shop  Food  \\\n",
       "0                  0            0            0            0     0   \n",
       "1                  0            0            0            0     0   \n",
       "2                  0            0            0            0     0   \n",
       "3                  0            0            0            0     0   \n",
       "4                  0            0            0            0     0   \n",
       "\n",
       "   Food & Drink Shop  Food Court  Food Truck  French Restaurant  \\\n",
       "0                  0           0           0                  0   \n",
       "1                  0           0           0                  0   \n",
       "2                  0           0           0                  0   \n",
       "3                  0           0           0                  0   \n",
       "4                  0           0           0                  0   \n",
       "\n",
       "   Fried Chicken Joint  Fruit & Vegetable Store  Furniture / Home Store  \\\n",
       "0                    0                        0                       0   \n",
       "1                    0                        0                       0   \n",
       "2                    0                        0                       0   \n",
       "3                    0                        0                       0   \n",
       "4                    0                        0                       0   \n",
       "\n",
       "   Gaming Cafe  Garden  Garden Center  Gastropub  General Entertainment  \\\n",
       "0            0       0              0          0                      0   \n",
       "1            0       0              0          0                      0   \n",
       "2            0       0              0          0                      0   \n",
       "3            0       0              0          0                      0   \n",
       "4            0       0              0          0                      0   \n",
       "\n",
       "   German Restaurant  Gift Shop  Goan Restaurant  Golf Course  Gourmet Shop  \\\n",
       "0                  0          0                0            0             0   \n",
       "1                  0          0                0            0             0   \n",
       "2                  0          0                0            0             0   \n",
       "3                  0          0                0            0             0   \n",
       "4                  0          0                0            0             0   \n",
       "\n",
       "   Grocery Store  Gym  Gym / Fitness Center  Gym Pool  Halal Restaurant  \\\n",
       "0              0    0                     0         0                 0   \n",
       "1              0    0                     0         0                 0   \n",
       "2              0    0                     0         0                 0   \n",
       "3              0    0                     0         0                 0   \n",
       "4              0    0                     0         0                 0   \n",
       "\n",
       "   Harbor / Marina  Hawaiian Restaurant  High School  Historic Site  \\\n",
       "0                0                    0            0              0   \n",
       "1                0                    0            0              0   \n",
       "2                0                    0            0              0   \n",
       "3                0                    0            0              0   \n",
       "4                0                    0            0              0   \n",
       "\n",
       "   History Museum  Hockey Arena  Hookah Bar  Hot Dog Joint  Hotel  Hotel Bar  \\\n",
       "0               0             0           0              0      0          0   \n",
       "1               0             0           0              0      0          0   \n",
       "2               0             0           0              0      0          0   \n",
       "3               0             0           0              0      0          0   \n",
       "4               0             0           0              0      0          0   \n",
       "\n",
       "   Ice Cream Shop  Indian Restaurant  Indie Movie Theater  Indoor Play Area  \\\n",
       "0               0                  0                    0                 0   \n",
       "1               0                  1                    0                 0   \n",
       "2               1                  0                    0                 0   \n",
       "3               0                  0                    0                 0   \n",
       "4               0                  0                    0                 0   \n",
       "\n",
       "   Irani Cafe  Italian Restaurant  Japanese Restaurant  Jewelry Store  \\\n",
       "0           0                   0                    0              0   \n",
       "1           0                   0                    0              0   \n",
       "2           0                   0                    0              0   \n",
       "3           0                   0                    0              0   \n",
       "4           0                   0                    0              0   \n",
       "\n",
       "   Juice Bar  Korean Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0          0                  0                   0               0   \n",
       "1          0                  0                   0               0   \n",
       "2          0                  0                   0               0   \n",
       "3          0                  0                   0               0   \n",
       "4          0                  0                   0               0   \n",
       "\n",
       "   Liquor Store  Lounge  Luggage Store  Maharashtrian Restaurant  Market  \\\n",
       "0             0       0              0                         0       0   \n",
       "1             0       0              0                         0       0   \n",
       "2             0       0              0                         0       0   \n",
       "3             0       0              0                         0       0   \n",
       "4             0       0              0                         0       0   \n",
       "\n",
       "   Martial Arts Dojo  Mediterranean Restaurant  Men's Store  Metro Station  \\\n",
       "0                  0                         0            0              0   \n",
       "1                  0                         0            0              0   \n",
       "2                  0                         0            0              0   \n",
       "3                  0                         0            0              0   \n",
       "4                  0                         0            0              0   \n",
       "\n",
       "   Mexican Restaurant  Middle Eastern Restaurant  Miscellaneous Shop  \\\n",
       "0                   0                          0                   0   \n",
       "1                   0                          0                   0   \n",
       "2                   0                          0                   0   \n",
       "3                   0                          0                   0   \n",
       "4                   0                          0                   0   \n",
       "\n",
       "   Mobile Phone Shop  Modern European Restaurant  \\\n",
       "0                  0                           0   \n",
       "1                  0                           0   \n",
       "2                  0                           0   \n",
       "3                  0                           0   \n",
       "4                  0                           0   \n",
       "\n",
       "   Molecular Gastronomy Restaurant  Motorcycle Shop  Mountain  Movie Theater  \\\n",
       "0                                0                0         0              0   \n",
       "1                                0                0         0              0   \n",
       "2                                0                0         0              0   \n",
       "3                                0                0         0              0   \n",
       "4                                0                0         0              0   \n",
       "\n",
       "   Mughlai Restaurant  Multicuisine Indian Restaurant  Multiplex  Music Store  \\\n",
       "0                   0                               0          0            0   \n",
       "1                   0                               0          0            0   \n",
       "2                   0                               0          0            0   \n",
       "3                   0                               0          0            0   \n",
       "4                   0                               0          0            0   \n",
       "\n",
       "   Music Venue  Neighborhood  New American Restaurant  Nightclub  \\\n",
       "0            0             0                        0          0   \n",
       "1            0             0                        0          0   \n",
       "2            0             0                        0          0   \n",
       "3            0             0                        0          0   \n",
       "4            0             0                        0          0   \n",
       "\n",
       "   Noodle House  North Indian Restaurant  Office  Opera House  \\\n",
       "0             0                        0       0            0   \n",
       "1             0                        0       0            0   \n",
       "2             0                        0       0            0   \n",
       "3             0                        0       0            0   \n",
       "4             0                        0       0            0   \n",
       "\n",
       "   Outdoors & Recreation  Park  Performing Arts Venue  Pet Store  Pharmacy  \\\n",
       "0                      0     0                      0          0         0   \n",
       "1                      0     0                      0          0         0   \n",
       "2                      0     0                      0          0         0   \n",
       "3                      0     0                      0          0         0   \n",
       "4                      0     0                      0          0         0   \n",
       "\n",
       "   Pizza Place  Platform  Playground  Plaza  Pool  Pub  Punjabi Restaurant  \\\n",
       "0            0         0           0      0     0    0                   0   \n",
       "1            0         0           0      0     0    0                   0   \n",
       "2            0         0           0      0     0    0                   0   \n",
       "3            0         0           0      0     0    0                   0   \n",
       "4            0         0           0      0     0    0                   0   \n",
       "\n",
       "   Recording Studio  Recreation Center  \\\n",
       "0                 0                  0   \n",
       "1                 0                  0   \n",
       "2                 0                  0   \n",
       "3                 0                  0   \n",
       "4                 0                  0   \n",
       "\n",
       "   Residential Building (Apartment / Condo)  Resort  Restaurant  Road  \\\n",
       "0                                         0       0           0     0   \n",
       "1                                         0       0           0     0   \n",
       "2                                         0       0           0     0   \n",
       "3                                         0       0           0     0   \n",
       "4                                         0       0           0     0   \n",
       "\n",
       "   Roof Deck  Salad Place  Salon / Barbershop  Sandwich Place  Scenic Lookout  \\\n",
       "0          0            0                   0               0               0   \n",
       "1          0            0                   0               0               0   \n",
       "2          0            0                   0               0               0   \n",
       "3          0            0                   0               0               0   \n",
       "4          0            0                   0               0               0   \n",
       "\n",
       "   Sculpture Garden  Seafood Restaurant  Shoe Store  Shop & Service  \\\n",
       "0                 0                   0           0               0   \n",
       "1                 0                   0           0               0   \n",
       "2                 0                   0           0               0   \n",
       "3                 0                   0           0               0   \n",
       "4                 0                   0           0               0   \n",
       "\n",
       "   Shopping Mall  Smoke Shop  Snack Place  Soccer Field  \\\n",
       "0              0           0            0             0   \n",
       "1              0           0            0             0   \n",
       "2              0           0            0             0   \n",
       "3              0           0            0             0   \n",
       "4              0           0            0             0   \n",
       "\n",
       "   South American Restaurant  South Indian Restaurant  Spa  \\\n",
       "0                          0                        0    0   \n",
       "1                          0                        0    0   \n",
       "2                          0                        0    0   \n",
       "3                          0                        0    0   \n",
       "4                          0                        0    0   \n",
       "\n",
       "   Sporting Goods Shop  Sports Bar  Sports Club  Stadium  Steakhouse  \\\n",
       "0                    0           0            0        0           0   \n",
       "1                    0           0            0        0           0   \n",
       "2                    0           0            0        0           0   \n",
       "3                    0           0            0        0           0   \n",
       "4                    0           0            0        0           0   \n",
       "\n",
       "   Supermarket  Sushi Restaurant  Tea Room  Tennis Court  Thai Restaurant  \\\n",
       "0            0                 0         0             0                0   \n",
       "1            0                 0         0             0                0   \n",
       "2            0                 0         0             0                0   \n",
       "3            0                 0         0             0                0   \n",
       "4            0                 0         0             0                0   \n",
       "\n",
       "   Theater  Theme Park  Toll Booth  Toy / Game Store  Track  Trail  Train  \\\n",
       "0        0           0           0                 0      0      0      0   \n",
       "1        0           0           0                 0      0      0      0   \n",
       "2        0           0           0                 0      0      0      0   \n",
       "3        0           0           0                 0      0      0      0   \n",
       "4        0           0           0                 0      0      0      0   \n",
       "\n",
       "   Train Station  Tunnel  Vegetarian / Vegan Restaurant  Wine Bar  Wine Shop  \\\n",
       "0              0       0                              0         0          0   \n",
       "1              0       0                              0         0          0   \n",
       "2              0       0                              0         0          0   \n",
       "3              0       0                              0         0          0   \n",
       "4              0       0                              0         0          0   \n",
       "\n",
       "   Women's Store  Yoga Studio  \n",
       "0              0            0  \n",
       "1              0            0  \n",
       "2              0            0  \n",
       "3              0            0  \n",
       "4              0            0  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_onehot = pd.get_dummies(venues_df[['VenueCategory']], prefix=\"\", prefix_sep=\"\")\n",
    "\n",
    "# add neighborhood column back to dataframe\n",
    "kl_onehot['Neighborhoods'] = venues_df['Neighborhood'] \n",
    "\n",
    "# move neighborhood column to the first column\n",
    "fixed_columns = [kl_onehot.columns[-1]] + list(kl_onehot.columns[:-1])\n",
    "kl_onehot = kl_onehot[fixed_columns]\n",
    "\n",
    "print(kl_onehot.shape)\n",
    "kl_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(40, 204)\n"
     ]
    },
    {
     "data": {
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhoods</th>\n",
       "      <th>ATM</th>\n",
       "      <th>Accessories Store</th>\n",
       "      <th>Afghan Restaurant</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Antique Shop</th>\n",
       "      <th>Arcade</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Bakery</th>\n",
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       "      <th>Bar</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</th>\n",
       "      <th>Beer Garden</th>\n",
       "      <th>Big Box Store</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Bowling Alley</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bridal Shop</th>\n",
       "      <th>Building</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Station</th>\n",
       "      <th>Cafeteria</th>\n",
       "      <th>Café</th>\n",
       "      <th>Campground</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Auditorium</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>Comedy Club</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Cricket Ground</th>\n",
       "      <th>Cupcake Shop</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Design Studio</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dhaba</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Fabric Shop</th>\n",
       "      <th>Factory</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farm</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Field</th>\n",
       "      <th>Fish &amp; Chips Shop</th>\n",
       "      <th>Fish Market</th>\n",
       "      <th>Flea Market</th>\n",
       "      <th>Flower Shop</th>\n",
       "      <th>Food</th>\n",
       "      <th>Food &amp; Drink Shop</th>\n",
       "      <th>Food Court</th>\n",
       "      <th>Food Truck</th>\n",
       "      <th>French Restaurant</th>\n",
       "      <th>Fried Chicken Joint</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>German Restaurant</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Goan Restaurant</th>\n",
       "      <th>Golf Course</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Gym Pool</th>\n",
       "      <th>Halal Restaurant</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Hawaiian Restaurant</th>\n",
       "      <th>High School</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hockey Arena</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hot Dog Joint</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Indoor Play Area</th>\n",
       "      <th>Irani Cafe</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Luggage Store</th>\n",
       "      <th>Maharashtrian Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Mobile Phone Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Motorcycle Shop</th>\n",
       "      <th>Mountain</th>\n",
       "      <th>Movie Theater</th>\n",
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       "      <th>Resort</th>\n",
       "      <th>Restaurant</th>\n",
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       "      <th>Roof Deck</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
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       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shop &amp; Service</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soccer Field</th>\n",
       "      <th>South American Restaurant</th>\n",
       "      <th>South Indian Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
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       "      <th>Sports Club</th>\n",
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       "      <th>Steakhouse</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Park</th>\n",
       "      <th>Toll Booth</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Track</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Tunnel</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.170000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.110000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Borivali</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.082474</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.051546</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.061856</td>\n",
       "      <td>0.103093</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041237</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061856</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030928</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010309</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Charkop</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.075472</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.132075</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.056604</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.056604</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.056604</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Chembur</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040404</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040404</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.040404</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080808</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.191919</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020202</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Dahisar</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070175</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.087719</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.035088</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017544</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Devipada</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.067416</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.067416</td>\n",
       "      <td>0.134831</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.044944</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.044944</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.044944</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011236</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Dombivli</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Eastern Suburbs (Mumbai)</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.063830</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.127660</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.148936</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Ghatkopar</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.037975</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.037975</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.075949</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.075949</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037975</td>\n",
       "      <td>0.151899</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.037975</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050633</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Goregaon</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.110000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Grant Road</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.220000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Jogeshwari</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061224</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.081633</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061224</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020408</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Juhu</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Kalyan</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Kandivali</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.078947</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.039474</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.092105</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.039474</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Kanjurmarg</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kausa</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Kurla</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080460</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045977</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045977</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.149425</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.045977</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022989</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Mahavir Nagar (Kandivali)</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.078947</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.039474</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.092105</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.131579</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.039474</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.026316</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013158</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Mankhurd</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Matharpacady, Mumbai</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.234043</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.063830</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Mira Road</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.072289</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048193</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048193</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.048193</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.036145</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.036145</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048193</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.132530</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060241</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024096</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.036145</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Mogra Village</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Mulund</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040541</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.094595</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.067568</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040541</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.013514</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Mumbra</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Pestom sagar</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.226190</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.059524</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.059524</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Seven Bungalows</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Shil Phata</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Sion, Mumbai</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.049180</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.065574</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.016393</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.016393</td>\n",
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       "      <td>0.016393</td>\n",
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       "      <td>0.016393</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.016393</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.049180</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032787</td>\n",
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       "      <td>0.016393</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.016393</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.016393</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016393</td>\n",
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       "      <td>0.016393</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Thakur village</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.016129</td>\n",
       "      <td>0.048387</td>\n",
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       "      <td>0.016129</td>\n",
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       "      <td>0.032258</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.032258</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Tilak Nagar (Mumbai)</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Vashi</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.170000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Vikhroli</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.130000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Wadala</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.074468</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.053191</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.053191</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.202128</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Western Suburbs (Mumbai)</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Worli</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Neighborhoods  ATM  Accessories Store  Afghan Restaurant  \\\n",
       "0                     Andheri  0.0           0.000000           0.000000   \n",
       "1             Anushakti Nagar  0.0           0.000000           0.000000   \n",
       "2                  Baiganwadi  0.0           0.000000           0.000000   \n",
       "3                      Bandra  0.0           0.000000           0.000000   \n",
       "4                     Bhandup  0.0           0.000000           0.000000   \n",
       "5                    Borivali  0.0           0.000000           0.000000   \n",
       "6                     Charkop  0.0           0.000000           0.000000   \n",
       "7                     Chembur  0.0           0.000000           0.000000   \n",
       "8                     Dahisar  0.0           0.000000           0.000000   \n",
       "9                    Devipada  0.0           0.000000           0.000000   \n",
       "10                   Dombivli  0.0           0.000000           0.000000   \n",
       "11   Eastern Suburbs (Mumbai)  0.0           0.000000           0.000000   \n",
       "12                  Ghatkopar  0.0           0.000000           0.012658   \n",
       "13                   Goregaon  0.0           0.000000           0.000000   \n",
       "14                 Grant Road  0.0           0.000000           0.000000   \n",
       "15                 Jogeshwari  0.0           0.000000           0.000000   \n",
       "16                       Juhu  0.0           0.000000           0.000000   \n",
       "17                     Kalyan  0.0           0.000000           0.000000   \n",
       "18                  Kandivali  0.0           0.000000           0.000000   \n",
       "19                 Kanjurmarg  0.0           0.000000           0.000000   \n",
       "20                      Kausa  0.0           0.000000           0.000000   \n",
       "21                      Kurla  0.0           0.011494           0.000000   \n",
       "22  Mahavir Nagar (Kandivali)  0.0           0.000000           0.000000   \n",
       "23                   Mankhurd  0.0           0.000000           0.000000   \n",
       "24       Matharpacady, Mumbai  0.0           0.000000           0.000000   \n",
       "25                  Mira Road  0.0           0.000000           0.000000   \n",
       "26              Mogra Village  0.0           0.000000           0.000000   \n",
       "27                     Mulund  0.0           0.000000           0.000000   \n",
       "28                     Mumbra  0.0           0.000000           0.000000   \n",
       "29               Pestom sagar  0.0           0.000000           0.000000   \n",
       "30            Seven Bungalows  0.0           0.000000           0.000000   \n",
       "31                 Shil Phata  0.2           0.000000           0.000000   \n",
       "32               Sion, Mumbai  0.0           0.000000           0.000000   \n",
       "33             Thakur village  0.0           0.000000           0.000000   \n",
       "34       Tilak Nagar (Mumbai)  0.0           0.000000           0.000000   \n",
       "35                      Vashi  0.0           0.000000           0.000000   \n",
       "36                   Vikhroli  0.0           0.000000           0.010000   \n",
       "37                     Wadala  0.0           0.000000           0.000000   \n",
       "38   Western Suburbs (Mumbai)  0.0           0.000000           0.000000   \n",
       "39                      Worli  0.0           0.000000           0.000000   \n",
       "\n",
       "     Airport  Airport Terminal  American Restaurant  Antique Shop    Arcade  \\\n",
       "0   0.000000          0.000000             0.010000          0.00  0.000000   \n",
       "1   0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "2   0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "3   0.000000          0.000000             0.010000          0.00  0.020000   \n",
       "4   0.000000          0.000000             0.000000          0.00  0.040000   \n",
       "5   0.000000          0.000000             0.000000          0.00  0.010309   \n",
       "6   0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "7   0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "8   0.000000          0.000000             0.000000          0.00  0.017544   \n",
       "9   0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "10  0.000000          0.000000             0.000000          0.00  0.055556   \n",
       "11  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "12  0.000000          0.000000             0.012658          0.00  0.000000   \n",
       "13  0.000000          0.000000             0.000000          0.00  0.010000   \n",
       "14  0.000000          0.000000             0.000000          0.01  0.010000   \n",
       "15  0.000000          0.000000             0.020408          0.00  0.000000   \n",
       "16  0.000000          0.000000             0.000000          0.00  0.010000   \n",
       "17  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "18  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "19  0.000000          0.000000             0.000000          0.00  0.038462   \n",
       "20  0.000000          0.000000             0.020000          0.00  0.000000   \n",
       "21  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "22  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "23  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "24  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "25  0.012048          0.012048             0.000000          0.00  0.000000   \n",
       "26  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "27  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "28  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "29  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "30  0.000000          0.000000             0.010000          0.00  0.000000   \n",
       "31  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "32  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "33  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "34  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "35  0.000000          0.000000             0.010000          0.00  0.000000   \n",
       "36  0.000000          0.000000             0.010000          0.00  0.020000   \n",
       "37  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "38  0.000000          0.000000             0.011905          0.00  0.000000   \n",
       "39  0.000000          0.000000             0.000000          0.00  0.000000   \n",
       "\n",
       "    Art Gallery  Asian Restaurant  Athletics & Sports  BBQ Joint    Bakery  \\\n",
       "0      0.000000          0.020000            0.010000   0.010000  0.020000   \n",
       "1      0.000000          0.000000            0.000000   0.000000  0.052632   \n",
       "2      0.000000          0.000000            0.000000   0.000000  0.111111   \n",
       "3      0.000000          0.030000            0.000000   0.010000  0.050000   \n",
       "4      0.000000          0.040000            0.000000   0.000000  0.000000   \n",
       "5      0.000000          0.010309            0.000000   0.000000  0.010309   \n",
       "6      0.018868          0.000000            0.000000   0.000000  0.037736   \n",
       "7      0.000000          0.020202            0.000000   0.000000  0.020202   \n",
       "8      0.000000          0.000000            0.000000   0.035088  0.035088   \n",
       "9      0.000000          0.011236            0.000000   0.000000  0.000000   \n",
       "10     0.000000          0.055556            0.000000   0.000000  0.000000   \n",
       "11     0.000000          0.000000            0.000000   0.000000  0.021277   \n",
       "12     0.000000          0.012658            0.000000   0.000000  0.000000   \n",
       "13     0.000000          0.010000            0.000000   0.000000  0.010000   \n",
       "14     0.000000          0.000000            0.000000   0.010000  0.040000   \n",
       "15     0.000000          0.020408            0.000000   0.020408  0.000000   \n",
       "16     0.000000          0.010000            0.000000   0.000000  0.040000   \n",
       "17     0.000000          0.000000            0.000000   0.010000  0.030000   \n",
       "18     0.013158          0.000000            0.000000   0.000000  0.013158   \n",
       "19     0.000000          0.038462            0.000000   0.000000  0.000000   \n",
       "20     0.000000          0.030000            0.000000   0.010000  0.020000   \n",
       "21     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "22     0.013158          0.000000            0.000000   0.000000  0.013158   \n",
       "23     0.000000          0.000000            0.000000   0.000000  0.066667   \n",
       "24     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "25     0.000000          0.012048            0.012048   0.000000  0.024096   \n",
       "26     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "27     0.000000          0.013514            0.013514   0.000000  0.000000   \n",
       "28     0.000000          0.000000            0.000000   0.000000  0.400000   \n",
       "29     0.000000          0.011905            0.000000   0.000000  0.011905   \n",
       "30     0.000000          0.030000            0.000000   0.010000  0.040000   \n",
       "31     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "32     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "33     0.000000          0.000000            0.000000   0.000000  0.016129   \n",
       "34     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "35     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "36     0.000000          0.030000            0.000000   0.000000  0.010000   \n",
       "37     0.000000          0.000000            0.000000   0.000000  0.000000   \n",
       "38     0.011905          0.011905            0.000000   0.023810  0.000000   \n",
       "39     0.000000          0.030000            0.010000   0.010000  0.070000   \n",
       "\n",
       "        Bank       Bar  Beach  Bed & Breakfast  Beer Garden  Big Box Store  \\\n",
       "0   0.000000  0.040000   0.00         0.000000     0.000000       0.000000   \n",
       "1   0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "2   0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "3   0.000000  0.080000   0.00         0.000000     0.000000       0.000000   \n",
       "4   0.000000  0.000000   0.00         0.000000     0.000000       0.040000   \n",
       "5   0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "6   0.000000  0.037736   0.00         0.000000     0.000000       0.000000   \n",
       "7   0.000000  0.040404   0.00         0.000000     0.000000       0.000000   \n",
       "8   0.000000  0.035088   0.00         0.000000     0.000000       0.000000   \n",
       "9   0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "10  0.000000  0.000000   0.00         0.000000     0.055556       0.000000   \n",
       "11  0.021277  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "12  0.012658  0.012658   0.00         0.000000     0.000000       0.000000   \n",
       "13  0.000000  0.030000   0.00         0.000000     0.000000       0.000000   \n",
       "14  0.000000  0.020000   0.01         0.000000     0.000000       0.000000   \n",
       "15  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "16  0.000000  0.030000   0.01         0.000000     0.000000       0.000000   \n",
       "17  0.000000  0.020000   0.01         0.000000     0.000000       0.000000   \n",
       "18  0.000000  0.013158   0.00         0.000000     0.000000       0.000000   \n",
       "19  0.000000  0.000000   0.00         0.000000     0.000000       0.038462   \n",
       "20  0.000000  0.030000   0.03         0.000000     0.000000       0.000000   \n",
       "21  0.000000  0.080460   0.00         0.000000     0.000000       0.000000   \n",
       "22  0.000000  0.013158   0.00         0.000000     0.000000       0.000000   \n",
       "23  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "24  0.000000  0.042553   0.00         0.000000     0.000000       0.000000   \n",
       "25  0.000000  0.072289   0.00         0.000000     0.000000       0.000000   \n",
       "26  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "27  0.000000  0.027027   0.00         0.000000     0.000000       0.000000   \n",
       "28  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "29  0.000000  0.035714   0.00         0.000000     0.000000       0.000000   \n",
       "30  0.000000  0.030000   0.04         0.000000     0.000000       0.000000   \n",
       "31  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "32  0.000000  0.049180   0.00         0.000000     0.000000       0.000000   \n",
       "33  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "34  0.000000  0.000000   0.00         0.000000     0.000000       0.000000   \n",
       "35  0.000000  0.020000   0.00         0.000000     0.020000       0.000000   \n",
       "36  0.000000  0.010000   0.00         0.000000     0.000000       0.000000   \n",
       "37  0.000000  0.031915   0.00         0.000000     0.000000       0.000000   \n",
       "38  0.000000  0.035714   0.00         0.011905     0.000000       0.000000   \n",
       "39  0.000000  0.010000   0.00         0.000000     0.000000       0.000000   \n",
       "\n",
       "      Bistro  Bookstore  Bowling Alley  Brazilian Restaurant  Breakfast Spot  \\\n",
       "0   0.000000   0.000000       0.000000              0.000000        0.010000   \n",
       "1   0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "2   0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "3   0.000000   0.000000       0.000000              0.000000        0.010000   \n",
       "4   0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "5   0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "6   0.000000   0.000000       0.000000              0.000000        0.018868   \n",
       "7   0.010101   0.000000       0.000000              0.000000        0.000000   \n",
       "8   0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "9   0.000000   0.000000       0.000000              0.000000        0.011236   \n",
       "10  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "11  0.000000   0.021277       0.000000              0.000000        0.000000   \n",
       "12  0.000000   0.000000       0.012658              0.000000        0.000000   \n",
       "13  0.010000   0.030000       0.000000              0.000000        0.010000   \n",
       "14  0.000000   0.000000       0.000000              0.000000        0.020000   \n",
       "15  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "16  0.000000   0.000000       0.000000              0.000000        0.010000   \n",
       "17  0.000000   0.010000       0.000000              0.000000        0.010000   \n",
       "18  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "19  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "20  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "21  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "22  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "23  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "24  0.000000   0.021277       0.000000              0.021277        0.000000   \n",
       "25  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "26  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "27  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "28  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "29  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "30  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "31  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "32  0.000000   0.016393       0.000000              0.016393        0.000000   \n",
       "33  0.000000   0.000000       0.000000              0.000000        0.016129   \n",
       "34  0.000000   0.000000       0.000000              0.000000        0.000000   \n",
       "35  0.000000   0.000000       0.010000              0.000000        0.000000   \n",
       "36  0.000000   0.010000       0.010000              0.000000        0.000000   \n",
       "37  0.000000   0.000000       0.000000              0.000000        0.010638   \n",
       "38  0.000000   0.000000       0.000000              0.000000        0.011905   \n",
       "39  0.000000   0.000000       0.000000              0.000000        0.010000   \n",
       "\n",
       "     Brewery  Bridal Shop  Building  Burger Joint  Burrito Place  Bus Station  \\\n",
       "0   0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "1   0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "2   0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "3   0.000000         0.00      0.00      0.010000       0.000000     0.000000   \n",
       "4   0.000000         0.00      0.00      0.000000       0.000000     0.040000   \n",
       "5   0.000000         0.00      0.00      0.020619       0.000000     0.000000   \n",
       "6   0.000000         0.00      0.00      0.018868       0.000000     0.000000   \n",
       "7   0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "8   0.000000         0.00      0.00      0.017544       0.000000     0.052632   \n",
       "9   0.000000         0.00      0.00      0.022472       0.000000     0.000000   \n",
       "10  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "11  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "12  0.012658         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "13  0.010000         0.00      0.00      0.010000       0.000000     0.000000   \n",
       "14  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "15  0.040816         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "16  0.010000         0.00      0.00      0.020000       0.000000     0.000000   \n",
       "17  0.010000         0.01      0.00      0.000000       0.000000     0.000000   \n",
       "18  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "19  0.000000         0.00      0.00      0.000000       0.000000     0.038462   \n",
       "20  0.020000         0.00      0.01      0.000000       0.000000     0.000000   \n",
       "21  0.011494         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "22  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "23  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "24  0.021277         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "25  0.012048         0.00      0.00      0.000000       0.012048     0.012048   \n",
       "26  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "27  0.000000         0.00      0.00      0.013514       0.000000     0.027027   \n",
       "28  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "29  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "30  0.030000         0.00      0.01      0.000000       0.000000     0.000000   \n",
       "31  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "32  0.016393         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "33  0.000000         0.00      0.00      0.016129       0.000000     0.000000   \n",
       "34  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "35  0.000000         0.00      0.00      0.000000       0.000000     0.000000   \n",
       "36  0.010000         0.00      0.00      0.000000       0.000000     0.010000   \n",
       "37  0.000000         0.00      0.00      0.021277       0.000000     0.000000   \n",
       "38  0.000000         0.00      0.00      0.011905       0.011905     0.011905   \n",
       "39  0.010000         0.00      0.00      0.010000       0.000000     0.000000   \n",
       "\n",
       "    Cafeteria      Café  Campground  Cheese Shop  Chinese Restaurant  \\\n",
       "0    0.000000  0.050000    0.000000     0.000000            0.050000   \n",
       "1    0.000000  0.052632    0.000000     0.000000            0.105263   \n",
       "2    0.000000  0.000000    0.000000     0.000000            0.000000   \n",
       "3    0.000000  0.090000    0.000000     0.000000            0.020000   \n",
       "4    0.000000  0.040000    0.000000     0.000000            0.040000   \n",
       "5    0.000000  0.082474    0.010309     0.000000            0.051546   \n",
       "6    0.000000  0.037736    0.000000     0.000000            0.037736   \n",
       "7    0.000000  0.040404    0.000000     0.010101            0.040404   \n",
       "8    0.000000  0.052632    0.000000     0.000000            0.070175   \n",
       "9    0.000000  0.067416    0.000000     0.000000            0.033708   \n",
       "10   0.000000  0.222222    0.000000     0.000000            0.000000   \n",
       "11   0.021277  0.063830    0.000000     0.000000            0.000000   \n",
       "12   0.012658  0.037975    0.000000     0.000000            0.012658   \n",
       "13   0.000000  0.010000    0.000000     0.000000            0.030000   \n",
       "14   0.000000  0.040000    0.000000     0.010000            0.020000   \n",
       "15   0.000000  0.000000    0.000000     0.000000            0.102041   \n",
       "16   0.000000  0.050000    0.000000     0.000000            0.020000   \n",
       "17   0.000000  0.040000    0.000000     0.010000            0.020000   \n",
       "18   0.000000  0.052632    0.000000     0.000000            0.026316   \n",
       "19   0.000000  0.076923    0.000000     0.000000            0.000000   \n",
       "20   0.000000  0.090000    0.000000     0.000000            0.050000   \n",
       "21   0.000000  0.045977    0.000000     0.000000            0.034483   \n",
       "22   0.000000  0.052632    0.000000     0.000000            0.026316   \n",
       "23   0.000000  0.066667    0.000000     0.000000            0.066667   \n",
       "24   0.000000  0.042553    0.000000     0.000000            0.021277   \n",
       "25   0.000000  0.048193    0.000000     0.000000            0.048193   \n",
       "26   0.000000  0.000000    0.000000     0.000000            0.000000   \n",
       "27   0.000000  0.027027    0.000000     0.000000            0.040541   \n",
       "28   0.000000  0.000000    0.000000     0.000000            0.000000   \n",
       "29   0.000000  0.035714    0.000000     0.000000            0.011905   \n",
       "30   0.000000  0.080000    0.000000     0.000000            0.030000   \n",
       "31   0.000000  0.000000    0.000000     0.000000            0.000000   \n",
       "32   0.000000  0.065574    0.000000     0.000000            0.049180   \n",
       "33   0.000000  0.048387    0.000000     0.000000            0.016129   \n",
       "34   0.000000  0.000000    0.000000     0.000000            0.000000   \n",
       "35   0.000000  0.040000    0.000000     0.000000            0.020000   \n",
       "36   0.010000  0.100000    0.000000     0.000000            0.030000   \n",
       "37   0.000000  0.074468    0.000000     0.000000            0.021277   \n",
       "38   0.000000  0.035714    0.000000     0.000000            0.047619   \n",
       "39   0.000000  0.080000    0.000000     0.000000            0.020000   \n",
       "\n",
       "    Clothing Store  Cocktail Bar  Coffee Shop  College Auditorium  \\\n",
       "0         0.010000          0.01     0.020000                0.00   \n",
       "1         0.000000          0.00     0.052632                0.00   \n",
       "2         0.000000          0.00     0.111111                0.00   \n",
       "3         0.000000          0.00     0.020000                0.01   \n",
       "4         0.000000          0.00     0.000000                0.00   \n",
       "5         0.030928          0.00     0.020619                0.00   \n",
       "6         0.000000          0.00     0.075472                0.00   \n",
       "7         0.000000          0.00     0.020202                0.00   \n",
       "8         0.017544          0.00     0.017544                0.00   \n",
       "9         0.033708          0.00     0.022472                0.00   \n",
       "10        0.000000          0.00     0.000000                0.00   \n",
       "11        0.000000          0.00     0.127660                0.00   \n",
       "12        0.037975          0.00     0.075949                0.00   \n",
       "13        0.030000          0.00     0.060000                0.00   \n",
       "14        0.000000          0.00     0.010000                0.00   \n",
       "15        0.000000          0.00     0.020408                0.00   \n",
       "16        0.000000          0.00     0.050000                0.00   \n",
       "17        0.000000          0.00     0.040000                0.00   \n",
       "18        0.000000          0.00     0.078947                0.00   \n",
       "19        0.038462          0.00     0.038462                0.00   \n",
       "20        0.000000          0.01     0.020000                0.00   \n",
       "21        0.000000          0.00     0.045977                0.00   \n",
       "22        0.000000          0.00     0.078947                0.00   \n",
       "23        0.000000          0.00     0.066667                0.00   \n",
       "24        0.000000          0.00     0.021277                0.00   \n",
       "25        0.000000          0.00     0.048193                0.00   \n",
       "26        0.000000          0.00     0.000000                0.00   \n",
       "27        0.000000          0.00     0.013514                0.00   \n",
       "28        0.000000          0.00     0.000000                0.00   \n",
       "29        0.000000          0.00     0.035714                0.00   \n",
       "30        0.000000          0.00     0.010000                0.00   \n",
       "31        0.000000          0.00     0.000000                0.00   \n",
       "32        0.000000          0.00     0.049180                0.00   \n",
       "33        0.000000          0.00     0.048387                0.00   \n",
       "34        0.000000          0.00     0.000000                0.00   \n",
       "35        0.030000          0.00     0.080000                0.00   \n",
       "36        0.050000          0.00     0.040000                0.00   \n",
       "37        0.000000          0.00     0.053191                0.00   \n",
       "38        0.035714          0.00     0.095238                0.00   \n",
       "39        0.010000          0.01     0.040000                0.00   \n",
       "\n",
       "    College Gym  Comedy Club  Comfort Food Restaurant  Concert Hall  \\\n",
       "0      0.000000         0.00                     0.00      0.000000   \n",
       "1      0.000000         0.00                     0.00      0.000000   \n",
       "2      0.000000         0.00                     0.00      0.000000   \n",
       "3      0.000000         0.00                     0.00      0.000000   \n",
       "4      0.000000         0.00                     0.00      0.000000   \n",
       "5      0.000000         0.00                     0.00      0.000000   \n",
       "6      0.000000         0.00                     0.00      0.000000   \n",
       "7      0.000000         0.00                     0.00      0.000000   \n",
       "8      0.000000         0.00                     0.00      0.000000   \n",
       "9      0.000000         0.00                     0.00      0.000000   \n",
       "10     0.000000         0.00                     0.00      0.000000   \n",
       "11     0.000000         0.00                     0.00      0.000000   \n",
       "12     0.000000         0.00                     0.00      0.000000   \n",
       "13     0.000000         0.00                     0.00      0.000000   \n",
       "14     0.000000         0.00                     0.00      0.000000   \n",
       "15     0.020408         0.00                     0.00      0.000000   \n",
       "16     0.000000         0.00                     0.00      0.000000   \n",
       "17     0.000000         0.00                     0.00      0.000000   \n",
       "18     0.000000         0.00                     0.00      0.000000   \n",
       "19     0.000000         0.00                     0.00      0.000000   \n",
       "20     0.000000         0.00                     0.01      0.000000   \n",
       "21     0.000000         0.00                     0.00      0.000000   \n",
       "22     0.000000         0.00                     0.00      0.000000   \n",
       "23     0.000000         0.00                     0.00      0.000000   \n",
       "24     0.000000         0.00                     0.00      0.000000   \n",
       "25     0.000000         0.00                     0.00      0.000000   \n",
       "26     0.000000         0.00                     0.00      0.000000   \n",
       "27     0.000000         0.00                     0.00      0.000000   \n",
       "28     0.000000         0.00                     0.00      0.000000   \n",
       "29     0.000000         0.00                     0.00      0.000000   \n",
       "30     0.000000         0.00                     0.01      0.000000   \n",
       "31     0.000000         0.00                     0.00      0.000000   \n",
       "32     0.000000         0.00                     0.00      0.000000   \n",
       "33     0.000000         0.00                     0.00      0.000000   \n",
       "34     0.000000         0.00                     0.00      0.000000   \n",
       "35     0.000000         0.00                     0.00      0.000000   \n",
       "36     0.000000         0.00                     0.00      0.000000   \n",
       "37     0.000000         0.00                     0.00      0.010638   \n",
       "38     0.000000         0.00                     0.00      0.000000   \n",
       "39     0.000000         0.01                     0.00      0.000000   \n",
       "\n",
       "    Convenience Store  Cosmetics Shop  Coworking Space  Cricket Ground  \\\n",
       "0            0.000000        0.000000         0.000000            0.00   \n",
       "1            0.000000        0.000000         0.000000            0.00   \n",
       "2            0.000000        0.000000         0.000000            0.00   \n",
       "3            0.000000        0.000000         0.000000            0.00   \n",
       "4            0.000000        0.000000         0.000000            0.00   \n",
       "5            0.010309        0.000000         0.000000            0.00   \n",
       "6            0.000000        0.000000         0.000000            0.00   \n",
       "7            0.010101        0.000000         0.000000            0.00   \n",
       "8            0.000000        0.000000         0.000000            0.00   \n",
       "9            0.022472        0.000000         0.000000            0.00   \n",
       "10           0.000000        0.000000         0.000000            0.00   \n",
       "11           0.000000        0.000000         0.000000            0.00   \n",
       "12           0.000000        0.000000         0.000000            0.00   \n",
       "13           0.000000        0.000000         0.000000            0.00   \n",
       "14           0.000000        0.000000         0.000000            0.00   \n",
       "15           0.000000        0.000000         0.000000            0.00   \n",
       "16           0.000000        0.000000         0.000000            0.00   \n",
       "17           0.000000        0.000000         0.000000            0.02   \n",
       "18           0.000000        0.013158         0.000000            0.00   \n",
       "19           0.000000        0.000000         0.038462            0.00   \n",
       "20           0.000000        0.000000         0.000000            0.00   \n",
       "21           0.011494        0.000000         0.000000            0.00   \n",
       "22           0.000000        0.013158         0.000000            0.00   \n",
       "23           0.000000        0.000000         0.000000            0.00   \n",
       "24           0.000000        0.000000         0.000000            0.00   \n",
       "25           0.000000        0.000000         0.000000            0.00   \n",
       "26           0.000000        0.000000         0.000000            0.00   \n",
       "27           0.000000        0.000000         0.000000            0.00   \n",
       "28           0.000000        0.000000         0.000000            0.00   \n",
       "29           0.011905        0.000000         0.000000            0.00   \n",
       "30           0.000000        0.000000         0.000000            0.00   \n",
       "31           0.000000        0.000000         0.000000            0.00   \n",
       "32           0.000000        0.000000         0.000000            0.00   \n",
       "33           0.000000        0.000000         0.000000            0.00   \n",
       "34           0.000000        0.000000         0.000000            0.00   \n",
       "35           0.010000        0.000000         0.000000            0.00   \n",
       "36           0.000000        0.000000         0.010000            0.00   \n",
       "37           0.010638        0.000000         0.000000            0.00   \n",
       "38           0.000000        0.000000         0.000000            0.00   \n",
       "39           0.000000        0.010000         0.000000            0.00   \n",
       "\n",
       "    Cupcake Shop  Dance Studio  Deli / Bodega  Department Store  \\\n",
       "0       0.000000      0.000000       0.000000          0.010000   \n",
       "1       0.000000      0.000000       0.000000          0.000000   \n",
       "2       0.000000      0.000000       0.000000          0.000000   \n",
       "3       0.010000      0.000000       0.030000          0.000000   \n",
       "4       0.000000      0.000000       0.000000          0.000000   \n",
       "5       0.000000      0.000000       0.000000          0.020619   \n",
       "6       0.000000      0.000000       0.000000          0.000000   \n",
       "7       0.000000      0.000000       0.000000          0.010101   \n",
       "8       0.000000      0.000000       0.000000          0.017544   \n",
       "9       0.000000      0.000000       0.000000          0.033708   \n",
       "10      0.000000      0.000000       0.000000          0.000000   \n",
       "11      0.021277      0.000000       0.000000          0.000000   \n",
       "12      0.000000      0.000000       0.000000          0.000000   \n",
       "13      0.000000      0.000000       0.010000          0.010000   \n",
       "14      0.010000      0.000000       0.000000          0.010000   \n",
       "15      0.000000      0.000000       0.000000          0.000000   \n",
       "16      0.010000      0.000000       0.010000          0.000000   \n",
       "17      0.000000      0.000000       0.000000          0.010000   \n",
       "18      0.000000      0.000000       0.000000          0.000000   \n",
       "19      0.038462      0.038462       0.000000          0.000000   \n",
       "20      0.000000      0.000000       0.000000          0.000000   \n",
       "21      0.000000      0.000000       0.011494          0.011494   \n",
       "22      0.000000      0.000000       0.000000          0.000000   \n",
       "23      0.000000      0.000000       0.000000          0.000000   \n",
       "24      0.000000      0.000000       0.000000          0.000000   \n",
       "25      0.000000      0.000000       0.012048          0.000000   \n",
       "26      0.000000      0.000000       0.000000          0.000000   \n",
       "27      0.000000      0.000000       0.000000          0.013514   \n",
       "28      0.000000      0.000000       0.000000          0.000000   \n",
       "29      0.000000      0.000000       0.000000          0.000000   \n",
       "30      0.000000      0.000000       0.000000          0.000000   \n",
       "31      0.000000      0.000000       0.000000          0.000000   \n",
       "32      0.000000      0.000000       0.000000          0.000000   \n",
       "33      0.000000      0.000000       0.000000          0.048387   \n",
       "34      0.076923      0.000000       0.000000          0.000000   \n",
       "35      0.000000      0.000000       0.000000          0.000000   \n",
       "36      0.000000      0.010000       0.000000          0.020000   \n",
       "37      0.010638      0.000000       0.010638          0.010638   \n",
       "38      0.000000      0.000000       0.000000          0.000000   \n",
       "39      0.010000      0.000000       0.020000          0.000000   \n",
       "\n",
       "    Design Studio  Dessert Shop  Dhaba  Dim Sum Restaurant     Diner  \\\n",
       "0            0.00      0.000000   0.00            0.000000  0.020000   \n",
       "1            0.00      0.000000   0.00            0.000000  0.000000   \n",
       "2            0.00      0.000000   0.00            0.000000  0.000000   \n",
       "3            0.00      0.050000   0.00            0.000000  0.000000   \n",
       "4            0.00      0.000000   0.00            0.000000  0.000000   \n",
       "5            0.00      0.010309   0.00            0.000000  0.010309   \n",
       "6            0.00      0.018868   0.00            0.000000  0.000000   \n",
       "7            0.00      0.020202   0.00            0.000000  0.000000   \n",
       "8            0.00      0.035088   0.00            0.000000  0.017544   \n",
       "9            0.00      0.011236   0.00            0.000000  0.011236   \n",
       "10           0.00      0.055556   0.00            0.000000  0.000000   \n",
       "11           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "12           0.00      0.025316   0.00            0.000000  0.025316   \n",
       "13           0.01      0.010000   0.00            0.000000  0.010000   \n",
       "14           0.00      0.040000   0.00            0.000000  0.000000   \n",
       "15           0.00      0.020408   0.00            0.000000  0.020408   \n",
       "16           0.00      0.020000   0.00            0.000000  0.000000   \n",
       "17           0.00      0.040000   0.00            0.000000  0.000000   \n",
       "18           0.00      0.026316   0.00            0.000000  0.000000   \n",
       "19           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "20           0.00      0.010000   0.00            0.000000  0.040000   \n",
       "21           0.00      0.022989   0.00            0.011494  0.022989   \n",
       "22           0.00      0.026316   0.00            0.000000  0.000000   \n",
       "23           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "24           0.00      0.021277   0.00            0.021277  0.000000   \n",
       "25           0.00      0.036145   0.00            0.012048  0.024096   \n",
       "26           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "27           0.00      0.027027   0.00            0.013514  0.013514   \n",
       "28           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "29           0.00      0.023810   0.00            0.000000  0.000000   \n",
       "30           0.00      0.020000   0.00            0.000000  0.040000   \n",
       "31           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "32           0.00      0.032787   0.00            0.016393  0.016393   \n",
       "33           0.00      0.016129   0.00            0.000000  0.000000   \n",
       "34           0.00      0.000000   0.00            0.000000  0.000000   \n",
       "35           0.00      0.030000   0.00            0.000000  0.010000   \n",
       "36           0.00      0.010000   0.01            0.000000  0.010000   \n",
       "37           0.00      0.010638   0.00            0.000000  0.000000   \n",
       "38           0.00      0.011905   0.00            0.011905  0.011905   \n",
       "39           0.00      0.020000   0.00            0.000000  0.000000   \n",
       "\n",
       "    Donut Shop  Electronics Store  Event Space  Fabric Shop   Factory  \\\n",
       "0     0.000000           0.020000     0.000000          0.0  0.000000   \n",
       "1     0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "2     0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "3     0.010000           0.000000     0.010000          0.0  0.000000   \n",
       "4     0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "5     0.000000           0.030928     0.000000          0.0  0.000000   \n",
       "6     0.018868           0.018868     0.000000          0.0  0.000000   \n",
       "7     0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "8     0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "9     0.000000           0.022472     0.000000          0.0  0.000000   \n",
       "10    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "11    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "12    0.012658           0.025316     0.000000          0.0  0.012658   \n",
       "13    0.040000           0.020000     0.000000          0.0  0.000000   \n",
       "14    0.000000           0.020000     0.000000          0.0  0.000000   \n",
       "15    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "16    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "17    0.000000           0.020000     0.000000          0.0  0.000000   \n",
       "18    0.013158           0.039474     0.000000          0.0  0.000000   \n",
       "19    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "20    0.020000           0.000000     0.000000          0.0  0.000000   \n",
       "21    0.000000           0.000000     0.011494          0.0  0.000000   \n",
       "22    0.013158           0.039474     0.000000          0.0  0.000000   \n",
       "23    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "24    0.000000           0.021277     0.000000          0.0  0.000000   \n",
       "25    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "26    0.000000           0.000000     0.000000          0.5  0.000000   \n",
       "27    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "28    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "29    0.011905           0.000000     0.000000          0.0  0.000000   \n",
       "30    0.020000           0.000000     0.000000          0.0  0.000000   \n",
       "31    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "32    0.000000           0.016393     0.000000          0.0  0.000000   \n",
       "33    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "34    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "35    0.020000           0.010000     0.000000          0.0  0.010000   \n",
       "36    0.010000           0.020000     0.000000          0.0  0.000000   \n",
       "37    0.000000           0.000000     0.000000          0.0  0.000000   \n",
       "38    0.011905           0.000000     0.000000          0.0  0.000000   \n",
       "39    0.010000           0.020000     0.000000          0.0  0.000000   \n",
       "\n",
       "    Falafel Restaurant  Farm  Farmers Market  Fast Food Restaurant     Field  \\\n",
       "0             0.010000  0.00        0.000000              0.010000  0.000000   \n",
       "1             0.000000  0.00        0.000000              0.052632  0.000000   \n",
       "2             0.000000  0.00        0.000000              0.000000  0.000000   \n",
       "3             0.000000  0.00        0.010000              0.000000  0.000000   \n",
       "4             0.000000  0.00        0.000000              0.080000  0.000000   \n",
       "5             0.000000  0.00        0.000000              0.030928  0.010309   \n",
       "6             0.000000  0.00        0.000000              0.132075  0.000000   \n",
       "7             0.000000  0.00        0.000000              0.080808  0.000000   \n",
       "8             0.000000  0.00        0.000000              0.035088  0.000000   \n",
       "9             0.000000  0.00        0.000000              0.033708  0.000000   \n",
       "10            0.000000  0.00        0.000000              0.055556  0.000000   \n",
       "11            0.000000  0.00        0.021277              0.042553  0.000000   \n",
       "12            0.000000  0.00        0.000000              0.075949  0.000000   \n",
       "13            0.000000  0.01        0.000000              0.110000  0.000000   \n",
       "14            0.000000  0.00        0.000000              0.050000  0.000000   \n",
       "15            0.020408  0.00        0.000000              0.061224  0.000000   \n",
       "16            0.000000  0.00        0.000000              0.050000  0.000000   \n",
       "17            0.000000  0.00        0.000000              0.040000  0.000000   \n",
       "18            0.000000  0.00        0.000000              0.092105  0.000000   \n",
       "19            0.000000  0.00        0.000000              0.038462  0.000000   \n",
       "20            0.010000  0.00        0.000000              0.020000  0.000000   \n",
       "21            0.000000  0.00        0.000000              0.022989  0.000000   \n",
       "22            0.000000  0.00        0.000000              0.092105  0.000000   \n",
       "23            0.000000  0.00        0.000000              0.066667  0.000000   \n",
       "24            0.000000  0.00        0.000000              0.021277  0.000000   \n",
       "25            0.000000  0.00        0.000000              0.036145  0.000000   \n",
       "26            0.000000  0.00        0.000000              0.000000  0.000000   \n",
       "27            0.000000  0.00        0.000000              0.094595  0.000000   \n",
       "28            0.000000  0.00        0.000000              0.000000  0.000000   \n",
       "29            0.000000  0.00        0.000000              0.047619  0.000000   \n",
       "30            0.000000  0.00        0.000000              0.020000  0.000000   \n",
       "31            0.000000  0.00        0.000000              0.200000  0.000000   \n",
       "32            0.000000  0.00        0.000000              0.016393  0.000000   \n",
       "33            0.000000  0.00        0.000000              0.048387  0.000000   \n",
       "34            0.000000  0.00        0.000000              0.000000  0.000000   \n",
       "35            0.010000  0.00        0.000000              0.060000  0.000000   \n",
       "36            0.010000  0.00        0.000000              0.030000  0.000000   \n",
       "37            0.000000  0.00        0.010638              0.053191  0.000000   \n",
       "38            0.000000  0.00        0.000000              0.047619  0.000000   \n",
       "39            0.000000  0.00        0.000000              0.010000  0.000000   \n",
       "\n",
       "    Fish & Chips Shop  Fish Market  Flea Market  Flower Shop      Food  \\\n",
       "0                0.00     0.010000     0.000000     0.000000  0.000000   \n",
       "1                0.00     0.000000     0.000000     0.000000  0.052632   \n",
       "2                0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "3                0.01     0.000000     0.000000     0.000000  0.000000   \n",
       "4                0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "5                0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "6                0.00     0.000000     0.000000     0.000000  0.018868   \n",
       "7                0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "8                0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "9                0.00     0.000000     0.000000     0.011236  0.000000   \n",
       "10               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "11               0.00     0.000000     0.000000     0.021277  0.000000   \n",
       "12               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "13               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "14               0.00     0.000000     0.000000     0.000000  0.010000   \n",
       "15               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "16               0.00     0.000000     0.000000     0.020000  0.000000   \n",
       "17               0.00     0.000000     0.000000     0.000000  0.010000   \n",
       "18               0.00     0.000000     0.000000     0.000000  0.013158   \n",
       "19               0.00     0.038462     0.000000     0.000000  0.000000   \n",
       "20               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "21               0.00     0.000000     0.011494     0.000000  0.000000   \n",
       "22               0.00     0.000000     0.000000     0.000000  0.013158   \n",
       "23               0.00     0.000000     0.000000     0.000000  0.066667   \n",
       "24               0.00     0.000000     0.000000     0.000000  0.021277   \n",
       "25               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "26               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "27               0.00     0.000000     0.013514     0.000000  0.000000   \n",
       "28               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "29               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "30               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "31               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "32               0.00     0.000000     0.000000     0.000000  0.016393   \n",
       "33               0.00     0.000000     0.000000     0.016129  0.000000   \n",
       "34               0.00     0.000000     0.000000     0.076923  0.000000   \n",
       "35               0.00     0.000000     0.000000     0.000000  0.000000   \n",
       "36               0.00     0.000000     0.000000     0.000000  0.010000   \n",
       "37               0.00     0.000000     0.000000     0.031915  0.000000   \n",
       "38               0.00     0.000000     0.000000     0.000000  0.011905   \n",
       "39               0.00     0.000000     0.010000     0.000000  0.000000   \n",
       "\n",
       "    Food & Drink Shop  Food Court  Food Truck  French Restaurant  \\\n",
       "0            0.000000    0.000000    0.010000               0.00   \n",
       "1            0.052632    0.000000    0.052632               0.00   \n",
       "2            0.111111    0.000000    0.111111               0.00   \n",
       "3            0.000000    0.000000    0.000000               0.01   \n",
       "4            0.000000    0.000000    0.000000               0.00   \n",
       "5            0.000000    0.000000    0.020619               0.00   \n",
       "6            0.000000    0.000000    0.018868               0.00   \n",
       "7            0.000000    0.000000    0.000000               0.00   \n",
       "8            0.000000    0.000000    0.035088               0.00   \n",
       "9            0.000000    0.000000    0.011236               0.00   \n",
       "10           0.000000    0.000000    0.000000               0.00   \n",
       "11           0.000000    0.000000    0.000000               0.00   \n",
       "12           0.012658    0.000000    0.012658               0.00   \n",
       "13           0.000000    0.010000    0.000000               0.00   \n",
       "14           0.000000    0.000000    0.010000               0.00   \n",
       "15           0.000000    0.000000    0.000000               0.00   \n",
       "16           0.000000    0.000000    0.000000               0.00   \n",
       "17           0.000000    0.000000    0.010000               0.00   \n",
       "18           0.000000    0.000000    0.026316               0.00   \n",
       "19           0.000000    0.000000    0.000000               0.00   \n",
       "20           0.000000    0.000000    0.010000               0.00   \n",
       "21           0.000000    0.000000    0.000000               0.00   \n",
       "22           0.000000    0.000000    0.026316               0.00   \n",
       "23           0.066667    0.000000    0.066667               0.00   \n",
       "24           0.000000    0.000000    0.000000               0.00   \n",
       "25           0.000000    0.000000    0.000000               0.00   \n",
       "26           0.000000    0.000000    0.000000               0.00   \n",
       "27           0.000000    0.000000    0.000000               0.00   \n",
       "28           0.000000    0.000000    0.000000               0.00   \n",
       "29           0.000000    0.000000    0.011905               0.00   \n",
       "30           0.000000    0.000000    0.010000               0.00   \n",
       "31           0.000000    0.000000    0.000000               0.00   \n",
       "32           0.000000    0.000000    0.000000               0.00   \n",
       "33           0.000000    0.016129    0.016129               0.00   \n",
       "34           0.000000    0.000000    0.000000               0.00   \n",
       "35           0.000000    0.000000    0.020000               0.00   \n",
       "36           0.010000    0.000000    0.000000               0.00   \n",
       "37           0.000000    0.000000    0.000000               0.00   \n",
       "38           0.000000    0.000000    0.023810               0.00   \n",
       "39           0.000000    0.000000    0.000000               0.01   \n",
       "\n",
       "    Fried Chicken Joint  Fruit & Vegetable Store  Furniture / Home Store  \\\n",
       "0              0.000000                      0.0                0.000000   \n",
       "1              0.000000                      0.0                0.000000   \n",
       "2              0.111111                      0.0                0.000000   \n",
       "3              0.000000                      0.0                0.000000   \n",
       "4              0.040000                      0.0                0.000000   \n",
       "5              0.000000                      0.0                0.000000   \n",
       "6              0.018868                      0.0                0.000000   \n",
       "7              0.000000                      0.0                0.000000   \n",
       "8              0.000000                      0.0                0.000000   \n",
       "9              0.000000                      0.0                0.000000   \n",
       "10             0.000000                      0.0                0.000000   \n",
       "11             0.000000                      0.0                0.000000   \n",
       "12             0.000000                      0.0                0.000000   \n",
       "13             0.000000                      0.0                0.000000   \n",
       "14             0.000000                      0.0                0.000000   \n",
       "15             0.000000                      0.0                0.000000   \n",
       "16             0.000000                      0.0                0.000000   \n",
       "17             0.000000                      0.0                0.000000   \n",
       "18             0.000000                      0.0                0.000000   \n",
       "19             0.038462                      0.0                0.038462   \n",
       "20             0.000000                      0.0                0.000000   \n",
       "21             0.000000                      0.0                0.000000   \n",
       "22             0.000000                      0.0                0.000000   \n",
       "23             0.000000                      0.0                0.000000   \n",
       "24             0.000000                      0.0                0.000000   \n",
       "25             0.000000                      0.0                0.000000   \n",
       "26             0.000000                      0.0                0.000000   \n",
       "27             0.000000                      0.0                0.000000   \n",
       "28             0.000000                      0.0                0.000000   \n",
       "29             0.011905                      0.0                0.000000   \n",
       "30             0.000000                      0.0                0.000000   \n",
       "31             0.000000                      0.2                0.000000   \n",
       "32             0.000000                      0.0                0.000000   \n",
       "33             0.000000                      0.0                0.000000   \n",
       "34             0.000000                      0.0                0.000000   \n",
       "35             0.000000                      0.0                0.000000   \n",
       "36             0.000000                      0.0                0.010000   \n",
       "37             0.000000                      0.0                0.000000   \n",
       "38             0.000000                      0.0                0.000000   \n",
       "39             0.000000                      0.0                0.000000   \n",
       "\n",
       "    Gaming Cafe    Garden  Garden Center  Gastropub  General Entertainment  \\\n",
       "0      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "1      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "2      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "3      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "4      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "5      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "6      0.018868  0.018868       0.000000       0.00               0.000000   \n",
       "7      0.000000  0.020202       0.000000       0.00               0.010101   \n",
       "8      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "9      0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "10     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "11     0.000000  0.021277       0.000000       0.00               0.000000   \n",
       "12     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "13     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "14     0.000000  0.010000       0.000000       0.01               0.000000   \n",
       "15     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "16     0.010000  0.010000       0.000000       0.00               0.000000   \n",
       "17     0.000000  0.000000       0.000000       0.02               0.010000   \n",
       "18     0.013158  0.013158       0.000000       0.00               0.000000   \n",
       "19     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "20     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "21     0.000000  0.011494       0.000000       0.00               0.011494   \n",
       "22     0.013158  0.013158       0.000000       0.00               0.000000   \n",
       "23     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "24     0.000000  0.021277       0.000000       0.00               0.000000   \n",
       "25     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "26     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "27     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "28     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "29     0.000000  0.023810       0.000000       0.00               0.000000   \n",
       "30     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "31     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "32     0.000000  0.016393       0.000000       0.00               0.000000   \n",
       "33     0.000000  0.000000       0.016129       0.00               0.016129   \n",
       "34     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "35     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "36     0.000000  0.000000       0.000000       0.01               0.000000   \n",
       "37     0.010638  0.010638       0.000000       0.00               0.000000   \n",
       "38     0.011905  0.011905       0.000000       0.00               0.000000   \n",
       "39     0.000000  0.000000       0.000000       0.00               0.000000   \n",
       "\n",
       "    German Restaurant  Gift Shop  Goan Restaurant  Golf Course  Gourmet Shop  \\\n",
       "0                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "1                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "2                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "3                0.01   0.000000         0.000000     0.000000          0.02   \n",
       "4                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "5                0.00   0.010309         0.000000     0.000000          0.00   \n",
       "6                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "7                0.00   0.000000         0.000000     0.010101          0.00   \n",
       "8                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "9                0.00   0.000000         0.000000     0.000000          0.00   \n",
       "10               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "11               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "12               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "13               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "14               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "15               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "16               0.00   0.000000         0.010000     0.000000          0.00   \n",
       "17               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "18               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "19               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "20               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "21               0.00   0.000000         0.011494     0.000000          0.00   \n",
       "22               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "23               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "24               0.00   0.000000         0.021277     0.000000          0.00   \n",
       "25               0.00   0.000000         0.012048     0.000000          0.00   \n",
       "26               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "27               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "28               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "29               0.00   0.011905         0.000000     0.000000          0.00   \n",
       "30               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "31               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "32               0.00   0.000000         0.016393     0.000000          0.00   \n",
       "33               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "34               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "35               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "36               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "37               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "38               0.00   0.000000         0.000000     0.000000          0.00   \n",
       "39               0.00   0.000000         0.000000     0.000000          0.01   \n",
       "\n",
       "    Grocery Store       Gym  Gym / Fitness Center  Gym Pool  Halal Restaurant  \\\n",
       "0        0.000000  0.000000              0.040000  0.000000               0.0   \n",
       "1        0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "2        0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "3        0.000000  0.000000              0.010000  0.000000               0.0   \n",
       "4        0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "5        0.000000  0.030928              0.010309  0.000000               0.0   \n",
       "6        0.018868  0.018868              0.018868  0.000000               0.0   \n",
       "7        0.000000  0.020202              0.030303  0.000000               0.0   \n",
       "8        0.000000  0.052632              0.017544  0.000000               0.0   \n",
       "9        0.000000  0.022472              0.011236  0.000000               0.0   \n",
       "10       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "11       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "12       0.000000  0.000000              0.012658  0.000000               0.0   \n",
       "13       0.000000  0.020000              0.010000  0.000000               0.0   \n",
       "14       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "15       0.000000  0.020408              0.000000  0.000000               0.0   \n",
       "16       0.000000  0.010000              0.010000  0.000000               0.0   \n",
       "17       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "18       0.000000  0.013158              0.013158  0.000000               0.0   \n",
       "19       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "20       0.000000  0.010000              0.010000  0.000000               0.0   \n",
       "21       0.000000  0.022989              0.034483  0.011494               0.0   \n",
       "22       0.000000  0.013158              0.013158  0.000000               0.0   \n",
       "23       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "24       0.000000  0.000000              0.021277  0.021277               0.0   \n",
       "25       0.000000  0.000000              0.012048  0.012048               0.0   \n",
       "26       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "27       0.000000  0.027027              0.027027  0.000000               0.0   \n",
       "28       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "29       0.000000  0.023810              0.023810  0.000000               0.0   \n",
       "30       0.000000  0.010000              0.010000  0.000000               0.0   \n",
       "31       0.000000  0.000000              0.000000  0.000000               0.2   \n",
       "32       0.000000  0.000000              0.016393  0.016393               0.0   \n",
       "33       0.000000  0.016129              0.016129  0.000000               0.0   \n",
       "34       0.000000  0.000000              0.000000  0.000000               0.0   \n",
       "35       0.000000  0.000000              0.010000  0.000000               0.0   \n",
       "36       0.000000  0.010000              0.000000  0.000000               0.0   \n",
       "37       0.010638  0.010638              0.000000  0.000000               0.0   \n",
       "38       0.000000  0.011905              0.023810  0.000000               0.0   \n",
       "39       0.000000  0.000000              0.010000  0.000000               0.0   \n",
       "\n",
       "    Harbor / Marina  Hawaiian Restaurant  High School  Historic Site  \\\n",
       "0              0.00                 0.00     0.000000       0.000000   \n",
       "1              0.00                 0.00     0.000000       0.000000   \n",
       "2              0.00                 0.00     0.000000       0.000000   \n",
       "3              0.00                 0.00     0.000000       0.000000   \n",
       "4              0.00                 0.00     0.000000       0.000000   \n",
       "5              0.00                 0.00     0.000000       0.020619   \n",
       "6              0.00                 0.00     0.000000       0.000000   \n",
       "7              0.00                 0.00     0.000000       0.000000   \n",
       "8              0.00                 0.00     0.000000       0.000000   \n",
       "9              0.00                 0.00     0.000000       0.011236   \n",
       "10             0.00                 0.00     0.000000       0.000000   \n",
       "11             0.00                 0.00     0.021277       0.000000   \n",
       "12             0.00                 0.00     0.000000       0.000000   \n",
       "13             0.00                 0.00     0.000000       0.000000   \n",
       "14             0.01                 0.00     0.000000       0.000000   \n",
       "15             0.00                 0.00     0.000000       0.000000   \n",
       "16             0.00                 0.00     0.000000       0.000000   \n",
       "17             0.01                 0.00     0.000000       0.000000   \n",
       "18             0.00                 0.00     0.000000       0.013158   \n",
       "19             0.00                 0.00     0.000000       0.000000   \n",
       "20             0.00                 0.00     0.000000       0.000000   \n",
       "21             0.00                 0.00     0.000000       0.000000   \n",
       "22             0.00                 0.00     0.000000       0.013158   \n",
       "23             0.00                 0.00     0.000000       0.000000   \n",
       "24             0.00                 0.00     0.000000       0.000000   \n",
       "25             0.00                 0.00     0.000000       0.000000   \n",
       "26             0.00                 0.00     0.000000       0.000000   \n",
       "27             0.00                 0.00     0.000000       0.000000   \n",
       "28             0.00                 0.00     0.000000       0.000000   \n",
       "29             0.00                 0.00     0.000000       0.000000   \n",
       "30             0.00                 0.00     0.000000       0.000000   \n",
       "31             0.00                 0.00     0.000000       0.000000   \n",
       "32             0.00                 0.00     0.000000       0.000000   \n",
       "33             0.00                 0.00     0.000000       0.016129   \n",
       "34             0.00                 0.00     0.000000       0.000000   \n",
       "35             0.00                 0.01     0.000000       0.000000   \n",
       "36             0.00                 0.00     0.000000       0.000000   \n",
       "37             0.00                 0.00     0.010638       0.000000   \n",
       "38             0.00                 0.00     0.000000       0.000000   \n",
       "39             0.00                 0.00     0.000000       0.000000   \n",
       "\n",
       "    History Museum  Hockey Arena  Hookah Bar  Hot Dog Joint     Hotel  \\\n",
       "0             0.00          0.00        0.00       0.000000  0.010000   \n",
       "1             0.00          0.00        0.00       0.052632  0.000000   \n",
       "2             0.00          0.00        0.00       0.111111  0.000000   \n",
       "3             0.00          0.00        0.01       0.000000  0.000000   \n",
       "4             0.00          0.00        0.00       0.000000  0.000000   \n",
       "5             0.00          0.00        0.00       0.000000  0.000000   \n",
       "6             0.00          0.00        0.00       0.000000  0.000000   \n",
       "7             0.00          0.00        0.00       0.000000  0.000000   \n",
       "8             0.00          0.00        0.00       0.000000  0.000000   \n",
       "9             0.00          0.00        0.00       0.000000  0.000000   \n",
       "10            0.00          0.00        0.00       0.000000  0.000000   \n",
       "11            0.00          0.00        0.00       0.000000  0.042553   \n",
       "12            0.00          0.00        0.00       0.000000  0.000000   \n",
       "13            0.00          0.00        0.00       0.000000  0.010000   \n",
       "14            0.00          0.00        0.00       0.000000  0.020000   \n",
       "15            0.00          0.00        0.00       0.000000  0.000000   \n",
       "16            0.00          0.00        0.00       0.000000  0.010000   \n",
       "17            0.01          0.01        0.00       0.000000  0.010000   \n",
       "18            0.00          0.00        0.00       0.000000  0.000000   \n",
       "19            0.00          0.00        0.00       0.000000  0.000000   \n",
       "20            0.00          0.00        0.00       0.000000  0.000000   \n",
       "21            0.00          0.00        0.00       0.000000  0.034483   \n",
       "22            0.00          0.00        0.00       0.000000  0.000000   \n",
       "23            0.00          0.00        0.00       0.066667  0.000000   \n",
       "24            0.00          0.00        0.00       0.000000  0.000000   \n",
       "25            0.00          0.00        0.00       0.000000  0.048193   \n",
       "26            0.00          0.00        0.00       0.000000  0.000000   \n",
       "27            0.00          0.00        0.00       0.000000  0.013514   \n",
       "28            0.00          0.00        0.00       0.000000  0.000000   \n",
       "29            0.00          0.00        0.00       0.000000  0.011905   \n",
       "30            0.00          0.00        0.00       0.000000  0.000000   \n",
       "31            0.00          0.00        0.00       0.000000  0.000000   \n",
       "32            0.00          0.00        0.00       0.000000  0.000000   \n",
       "33            0.00          0.00        0.00       0.000000  0.000000   \n",
       "34            0.00          0.00        0.00       0.000000  0.076923   \n",
       "35            0.00          0.00        0.00       0.000000  0.000000   \n",
       "36            0.00          0.00        0.00       0.000000  0.010000   \n",
       "37            0.00          0.00        0.00       0.000000  0.010638   \n",
       "38            0.00          0.00        0.00       0.000000  0.000000   \n",
       "39            0.00          0.00        0.00       0.000000  0.020000   \n",
       "\n",
       "    Hotel Bar  Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\n",
       "0    0.000000        0.040000           0.170000             0.000000   \n",
       "1    0.000000        0.000000           0.105263             0.000000   \n",
       "2    0.000000        0.000000           0.000000             0.000000   \n",
       "3    0.000000        0.020000           0.110000             0.010000   \n",
       "4    0.000000        0.040000           0.120000             0.000000   \n",
       "5    0.010309        0.061856           0.103093             0.010309   \n",
       "6    0.018868        0.037736           0.056604             0.000000   \n",
       "7    0.000000        0.010101           0.191919             0.000000   \n",
       "8    0.017544        0.052632           0.087719             0.017544   \n",
       "9    0.000000        0.067416           0.134831             0.022472   \n",
       "10   0.000000        0.166667           0.000000             0.000000   \n",
       "11   0.000000        0.000000           0.148936             0.000000   \n",
       "12   0.000000        0.037975           0.151899             0.000000   \n",
       "13   0.010000        0.020000           0.090000             0.000000   \n",
       "14   0.000000        0.070000           0.220000             0.010000   \n",
       "15   0.000000        0.081633           0.142857             0.000000   \n",
       "16   0.000000        0.050000           0.160000             0.010000   \n",
       "17   0.000000        0.050000           0.210000             0.010000   \n",
       "18   0.000000        0.026316           0.131579             0.000000   \n",
       "19   0.000000        0.000000           0.115385             0.000000   \n",
       "20   0.000000        0.030000           0.090000             0.000000   \n",
       "21   0.000000        0.000000           0.149425             0.000000   \n",
       "22   0.000000        0.026316           0.131579             0.000000   \n",
       "23   0.000000        0.000000           0.066667             0.000000   \n",
       "24   0.000000        0.021277           0.234043             0.000000   \n",
       "25   0.000000        0.024096           0.132530             0.000000   \n",
       "26   0.000000        0.000000           0.000000             0.000000   \n",
       "27   0.000000        0.054054           0.135135             0.000000   \n",
       "28   0.000000        0.000000           0.000000             0.200000   \n",
       "29   0.000000        0.023810           0.226190             0.000000   \n",
       "30   0.000000        0.030000           0.100000             0.000000   \n",
       "31   0.000000        0.000000           0.000000             0.000000   \n",
       "32   0.000000        0.016393           0.180328             0.000000   \n",
       "33   0.000000        0.048387           0.145161             0.016129   \n",
       "34   0.000000        0.000000           0.307692             0.000000   \n",
       "35   0.000000        0.020000           0.170000             0.000000   \n",
       "36   0.000000        0.010000           0.130000             0.000000   \n",
       "37   0.000000        0.031915           0.202128             0.010638   \n",
       "38   0.011905        0.023810           0.071429             0.000000   \n",
       "39   0.010000        0.020000           0.090000             0.000000   \n",
       "\n",
       "    Indoor Play Area  Irani Cafe  Italian Restaurant  Japanese Restaurant  \\\n",
       "0               0.00    0.000000            0.000000             0.000000   \n",
       "1               0.00    0.000000            0.000000             0.000000   \n",
       "2               0.00    0.000000            0.000000             0.000000   \n",
       "3               0.00    0.000000            0.010000             0.000000   \n",
       "4               0.00    0.000000            0.000000             0.000000   \n",
       "5               0.00    0.000000            0.010309             0.000000   \n",
       "6               0.00    0.000000            0.037736             0.000000   \n",
       "7               0.00    0.000000            0.010101             0.000000   \n",
       "8               0.00    0.000000            0.017544             0.000000   \n",
       "9               0.00    0.000000            0.000000             0.000000   \n",
       "10              0.00    0.000000            0.000000             0.000000   \n",
       "11              0.00    0.000000            0.000000             0.000000   \n",
       "12              0.00    0.000000            0.000000             0.000000   \n",
       "13              0.00    0.000000            0.020000             0.000000   \n",
       "14              0.00    0.000000            0.030000             0.000000   \n",
       "15              0.00    0.000000            0.000000             0.000000   \n",
       "16              0.00    0.000000            0.010000             0.010000   \n",
       "17              0.00    0.000000            0.000000             0.000000   \n",
       "18              0.00    0.000000            0.026316             0.000000   \n",
       "19              0.00    0.000000            0.000000             0.000000   \n",
       "20              0.00    0.000000            0.020000             0.000000   \n",
       "21              0.00    0.011494            0.011494             0.011494   \n",
       "22              0.00    0.000000            0.026316             0.000000   \n",
       "23              0.00    0.000000            0.000000             0.000000   \n",
       "24              0.00    0.000000            0.000000             0.021277   \n",
       "25              0.00    0.012048            0.024096             0.012048   \n",
       "26              0.00    0.000000            0.000000             0.000000   \n",
       "27              0.00    0.000000            0.013514             0.000000   \n",
       "28              0.00    0.000000            0.000000             0.000000   \n",
       "29              0.00    0.000000            0.011905             0.000000   \n",
       "30              0.00    0.000000            0.030000             0.010000   \n",
       "31              0.00    0.000000            0.000000             0.000000   \n",
       "32              0.00    0.016393            0.000000             0.016393   \n",
       "33              0.00    0.000000            0.000000             0.000000   \n",
       "34              0.00    0.000000            0.000000             0.000000   \n",
       "35              0.00    0.000000            0.010000             0.000000   \n",
       "36              0.00    0.000000            0.010000             0.000000   \n",
       "37              0.00    0.000000            0.000000             0.000000   \n",
       "38              0.00    0.000000            0.035714             0.000000   \n",
       "39              0.01    0.000000            0.020000             0.010000   \n",
       "\n",
       "    Jewelry Store  Juice Bar  Korean Restaurant  Light Rail Station  \\\n",
       "0        0.000000   0.020000               0.00            0.000000   \n",
       "1        0.000000   0.000000               0.00            0.000000   \n",
       "2        0.000000   0.000000               0.00            0.000000   \n",
       "3        0.000000   0.000000               0.01            0.000000   \n",
       "4        0.000000   0.000000               0.00            0.000000   \n",
       "5        0.010309   0.010309               0.00            0.000000   \n",
       "6        0.000000   0.000000               0.00            0.000000   \n",
       "7        0.000000   0.020202               0.00            0.000000   \n",
       "8        0.000000   0.017544               0.00            0.000000   \n",
       "9        0.000000   0.011236               0.00            0.000000   \n",
       "10       0.000000   0.055556               0.00            0.055556   \n",
       "11       0.000000   0.021277               0.00            0.000000   \n",
       "12       0.000000   0.012658               0.00            0.000000   \n",
       "13       0.000000   0.000000               0.00            0.000000   \n",
       "14       0.000000   0.030000               0.00            0.000000   \n",
       "15       0.020408   0.000000               0.00            0.000000   \n",
       "16       0.000000   0.020000               0.00            0.000000   \n",
       "17       0.000000   0.030000               0.00            0.000000   \n",
       "18       0.013158   0.000000               0.00            0.000000   \n",
       "19       0.000000   0.000000               0.00            0.000000   \n",
       "20       0.010000   0.020000               0.00            0.000000   \n",
       "21       0.000000   0.000000               0.00            0.000000   \n",
       "22       0.013158   0.000000               0.00            0.000000   \n",
       "23       0.000000   0.000000               0.00            0.000000   \n",
       "24       0.000000   0.021277               0.00            0.000000   \n",
       "25       0.000000   0.000000               0.00            0.000000   \n",
       "26       0.000000   0.000000               0.00            0.000000   \n",
       "27       0.000000   0.013514               0.00            0.000000   \n",
       "28       0.000000   0.000000               0.00            0.000000   \n",
       "29       0.000000   0.011905               0.00            0.000000   \n",
       "30       0.010000   0.020000               0.00            0.000000   \n",
       "31       0.000000   0.000000               0.00            0.000000   \n",
       "32       0.000000   0.016393               0.00            0.000000   \n",
       "33       0.000000   0.000000               0.00            0.000000   \n",
       "34       0.000000   0.000000               0.00            0.000000   \n",
       "35       0.000000   0.020000               0.00            0.000000   \n",
       "36       0.000000   0.000000               0.00            0.000000   \n",
       "37       0.000000   0.021277               0.00            0.000000   \n",
       "38       0.000000   0.000000               0.00            0.000000   \n",
       "39       0.000000   0.010000               0.00            0.000000   \n",
       "\n",
       "    Lingerie Store  Liquor Store    Lounge  Luggage Store  \\\n",
       "0             0.00      0.010000  0.020000       0.000000   \n",
       "1             0.00      0.000000  0.000000       0.000000   \n",
       "2             0.00      0.000000  0.000000       0.000000   \n",
       "3             0.00      0.000000  0.030000       0.000000   \n",
       "4             0.00      0.000000  0.000000       0.000000   \n",
       "5             0.00      0.000000  0.041237       0.000000   \n",
       "6             0.00      0.018868  0.056604       0.000000   \n",
       "7             0.00      0.000000  0.030303       0.000000   \n",
       "8             0.00      0.000000  0.017544       0.000000   \n",
       "9             0.00      0.000000  0.044944       0.000000   \n",
       "10            0.00      0.000000  0.000000       0.000000   \n",
       "11            0.00      0.000000  0.042553       0.021277   \n",
       "12            0.00      0.000000  0.012658       0.000000   \n",
       "13            0.00      0.000000  0.010000       0.000000   \n",
       "14            0.00      0.000000  0.000000       0.000000   \n",
       "15            0.00      0.000000  0.020408       0.000000   \n",
       "16            0.00      0.000000  0.010000       0.000000   \n",
       "17            0.00      0.000000  0.000000       0.000000   \n",
       "18            0.00      0.013158  0.026316       0.000000   \n",
       "19            0.00      0.000000  0.000000       0.000000   \n",
       "20            0.00      0.010000  0.030000       0.000000   \n",
       "21            0.00      0.000000  0.022989       0.000000   \n",
       "22            0.00      0.013158  0.026316       0.000000   \n",
       "23            0.00      0.000000  0.000000       0.000000   \n",
       "24            0.00      0.000000  0.000000       0.000000   \n",
       "25            0.00      0.000000  0.024096       0.000000   \n",
       "26            0.00      0.000000  0.000000       0.000000   \n",
       "27            0.00      0.000000  0.013514       0.000000   \n",
       "28            0.00      0.000000  0.000000       0.000000   \n",
       "29            0.00      0.000000  0.023810       0.000000   \n",
       "30            0.00      0.010000  0.020000       0.000000   \n",
       "31            0.00      0.000000  0.000000       0.000000   \n",
       "32            0.00      0.000000  0.016393       0.000000   \n",
       "33            0.00      0.000000  0.048387       0.000000   \n",
       "34            0.00      0.000000  0.000000       0.000000   \n",
       "35            0.01      0.000000  0.020000       0.000000   \n",
       "36            0.00      0.000000  0.030000       0.000000   \n",
       "37            0.00      0.000000  0.010638       0.000000   \n",
       "38            0.00      0.023810  0.023810       0.000000   \n",
       "39            0.00      0.000000  0.040000       0.000000   \n",
       "\n",
       "    Maharashtrian Restaurant    Market  Martial Arts Dojo  \\\n",
       "0                   0.000000  0.000000               0.01   \n",
       "1                   0.000000  0.000000               0.00   \n",
       "2                   0.000000  0.000000               0.00   \n",
       "3                   0.000000  0.000000               0.00   \n",
       "4                   0.000000  0.000000               0.00   \n",
       "5                   0.000000  0.000000               0.00   \n",
       "6                   0.000000  0.000000               0.00   \n",
       "7                   0.000000  0.000000               0.00   \n",
       "8                   0.000000  0.000000               0.00   \n",
       "9                   0.000000  0.000000               0.00   \n",
       "10                  0.000000  0.000000               0.00   \n",
       "11                  0.000000  0.000000               0.00   \n",
       "12                  0.000000  0.000000               0.00   \n",
       "13                  0.000000  0.000000               0.00   \n",
       "14                  0.000000  0.010000               0.00   \n",
       "15                  0.000000  0.000000               0.00   \n",
       "16                  0.010000  0.010000               0.00   \n",
       "17                  0.000000  0.010000               0.00   \n",
       "18                  0.000000  0.000000               0.00   \n",
       "19                  0.000000  0.000000               0.00   \n",
       "20                  0.000000  0.000000               0.00   \n",
       "21                  0.000000  0.000000               0.00   \n",
       "22                  0.000000  0.000000               0.00   \n",
       "23                  0.000000  0.000000               0.00   \n",
       "24                  0.000000  0.000000               0.00   \n",
       "25                  0.000000  0.000000               0.00   \n",
       "26                  0.000000  0.000000               0.00   \n",
       "27                  0.000000  0.000000               0.00   \n",
       "28                  0.000000  0.000000               0.00   \n",
       "29                  0.000000  0.000000               0.00   \n",
       "30                  0.000000  0.000000               0.00   \n",
       "31                  0.000000  0.000000               0.00   \n",
       "32                  0.000000  0.000000               0.00   \n",
       "33                  0.000000  0.000000               0.00   \n",
       "34                  0.000000  0.000000               0.00   \n",
       "35                  0.000000  0.000000               0.00   \n",
       "36                  0.000000  0.000000               0.00   \n",
       "37                  0.010638  0.010638               0.00   \n",
       "38                  0.000000  0.000000               0.00   \n",
       "39                  0.000000  0.000000               0.00   \n",
       "\n",
       "    Mediterranean Restaurant  Men's Store  Metro Station  Mexican Restaurant  \\\n",
       "0                   0.000000     0.000000       0.000000            0.000000   \n",
       "1                   0.000000     0.000000       0.000000            0.000000   \n",
       "2                   0.000000     0.000000       0.000000            0.000000   \n",
       "3                   0.000000     0.000000       0.000000            0.000000   \n",
       "4                   0.000000     0.000000       0.000000            0.000000   \n",
       "5                   0.000000     0.000000       0.000000            0.000000   \n",
       "6                   0.000000     0.000000       0.000000            0.000000   \n",
       "7                   0.000000     0.000000       0.000000            0.000000   \n",
       "8                   0.000000     0.000000       0.000000            0.000000   \n",
       "9                   0.000000     0.000000       0.000000            0.000000   \n",
       "10                  0.000000     0.000000       0.000000            0.000000   \n",
       "11                  0.000000     0.000000       0.000000            0.000000   \n",
       "12                  0.012658     0.012658       0.000000            0.000000   \n",
       "13                  0.000000     0.000000       0.000000            0.000000   \n",
       "14                  0.000000     0.000000       0.000000            0.010000   \n",
       "15                  0.000000     0.000000       0.000000            0.000000   \n",
       "16                  0.000000     0.000000       0.000000            0.000000   \n",
       "17                  0.000000     0.000000       0.000000            0.010000   \n",
       "18                  0.000000     0.000000       0.000000            0.013158   \n",
       "19                  0.000000     0.000000       0.000000            0.000000   \n",
       "20                  0.010000     0.000000       0.000000            0.000000   \n",
       "21                  0.000000     0.000000       0.011494            0.000000   \n",
       "22                  0.000000     0.000000       0.000000            0.013158   \n",
       "23                  0.000000     0.000000       0.000000            0.000000   \n",
       "24                  0.000000     0.000000       0.000000            0.000000   \n",
       "25                  0.000000     0.000000       0.000000            0.000000   \n",
       "26                  0.000000     0.000000       0.000000            0.000000   \n",
       "27                  0.000000     0.000000       0.000000            0.000000   \n",
       "28                  0.000000     0.000000       0.000000            0.000000   \n",
       "29                  0.000000     0.000000       0.000000            0.000000   \n",
       "30                  0.010000     0.000000       0.000000            0.000000   \n",
       "31                  0.000000     0.000000       0.000000            0.000000   \n",
       "32                  0.000000     0.000000       0.000000            0.016393   \n",
       "33                  0.000000     0.000000       0.000000            0.000000   \n",
       "34                  0.000000     0.000000       0.000000            0.000000   \n",
       "35                  0.000000     0.010000       0.000000            0.000000   \n",
       "36                  0.020000     0.000000       0.000000            0.000000   \n",
       "37                  0.000000     0.000000       0.000000            0.000000   \n",
       "38                  0.000000     0.000000       0.000000            0.000000   \n",
       "39                  0.010000     0.000000       0.000000            0.000000   \n",
       "\n",
       "    Middle Eastern Restaurant  Miscellaneous Shop  Mobile Phone Shop  \\\n",
       "0                    0.000000            0.000000           0.000000   \n",
       "1                    0.000000            0.000000           0.000000   \n",
       "2                    0.000000            0.000000           0.000000   \n",
       "3                    0.000000            0.000000           0.000000   \n",
       "4                    0.000000            0.000000           0.000000   \n",
       "5                    0.000000            0.000000           0.000000   \n",
       "6                    0.000000            0.018868           0.000000   \n",
       "7                    0.000000            0.000000           0.000000   \n",
       "8                    0.000000            0.000000           0.000000   \n",
       "9                    0.000000            0.000000           0.000000   \n",
       "10                   0.000000            0.000000           0.000000   \n",
       "11                   0.000000            0.000000           0.000000   \n",
       "12                   0.000000            0.000000           0.000000   \n",
       "13                   0.000000            0.000000           0.000000   \n",
       "14                   0.020000            0.000000           0.000000   \n",
       "15                   0.000000            0.000000           0.000000   \n",
       "16                   0.010000            0.000000           0.000000   \n",
       "17                   0.020000            0.000000           0.000000   \n",
       "18                   0.000000            0.013158           0.000000   \n",
       "19                   0.000000            0.000000           0.000000   \n",
       "20                   0.000000            0.000000           0.000000   \n",
       "21                   0.011494            0.000000           0.000000   \n",
       "22                   0.000000            0.013158           0.000000   \n",
       "23                   0.000000            0.000000           0.000000   \n",
       "24                   0.000000            0.021277           0.000000   \n",
       "25                   0.012048            0.000000           0.000000   \n",
       "26                   0.000000            0.000000           0.000000   \n",
       "27                   0.000000            0.000000           0.013514   \n",
       "28                   0.000000            0.000000           0.000000   \n",
       "29                   0.000000            0.000000           0.000000   \n",
       "30                   0.000000            0.000000           0.000000   \n",
       "31                   0.000000            0.000000           0.000000   \n",
       "32                   0.000000            0.016393           0.000000   \n",
       "33                   0.000000            0.000000           0.000000   \n",
       "34                   0.000000            0.000000           0.000000   \n",
       "35                   0.000000            0.000000           0.000000   \n",
       "36                   0.000000            0.000000           0.000000   \n",
       "37                   0.010638            0.010638           0.000000   \n",
       "38                   0.000000            0.000000           0.011905   \n",
       "39                   0.000000            0.000000           0.000000   \n",
       "\n",
       "    Modern European Restaurant  Molecular Gastronomy Restaurant  \\\n",
       "0                         0.00                         0.000000   \n",
       "1                         0.00                         0.000000   \n",
       "2                         0.00                         0.000000   \n",
       "3                         0.01                         0.000000   \n",
       "4                         0.00                         0.000000   \n",
       "5                         0.00                         0.010309   \n",
       "6                         0.00                         0.000000   \n",
       "7                         0.00                         0.000000   \n",
       "8                         0.00                         0.000000   \n",
       "9                         0.00                         0.000000   \n",
       "10                        0.00                         0.000000   \n",
       "11                        0.00                         0.000000   \n",
       "12                        0.00                         0.000000   \n",
       "13                        0.00                         0.000000   \n",
       "14                        0.00                         0.000000   \n",
       "15                        0.00                         0.000000   \n",
       "16                        0.00                         0.000000   \n",
       "17                        0.00                         0.000000   \n",
       "18                        0.00                         0.000000   \n",
       "19                        0.00                         0.000000   \n",
       "20                        0.00                         0.000000   \n",
       "21                        0.00                         0.000000   \n",
       "22                        0.00                         0.000000   \n",
       "23                        0.00                         0.000000   \n",
       "24                        0.00                         0.000000   \n",
       "25                        0.00                         0.000000   \n",
       "26                        0.00                         0.000000   \n",
       "27                        0.00                         0.000000   \n",
       "28                        0.00                         0.000000   \n",
       "29                        0.00                         0.000000   \n",
       "30                        0.00                         0.000000   \n",
       "31                        0.00                         0.000000   \n",
       "32                        0.00                         0.000000   \n",
       "33                        0.00                         0.000000   \n",
       "34                        0.00                         0.000000   \n",
       "35                        0.00                         0.000000   \n",
       "36                        0.00                         0.000000   \n",
       "37                        0.00                         0.000000   \n",
       "38                        0.00                         0.000000   \n",
       "39                        0.00                         0.020000   \n",
       "\n",
       "    Motorcycle Shop  Mountain  Movie Theater  Mughlai Restaurant  \\\n",
       "0          0.000000  0.000000       0.000000            0.000000   \n",
       "1          0.000000  0.000000       0.000000            0.000000   \n",
       "2          0.000000  0.000000       0.000000            0.000000   \n",
       "3          0.000000  0.000000       0.000000            0.000000   \n",
       "4          0.000000  0.000000       0.000000            0.000000   \n",
       "5          0.000000  0.000000       0.010309            0.000000   \n",
       "6          0.000000  0.000000       0.000000            0.000000   \n",
       "7          0.000000  0.000000       0.020202            0.000000   \n",
       "8          0.000000  0.000000       0.000000            0.000000   \n",
       "9          0.000000  0.000000       0.011236            0.000000   \n",
       "10         0.000000  0.000000       0.000000            0.000000   \n",
       "11         0.000000  0.000000       0.021277            0.000000   \n",
       "12         0.000000  0.000000       0.012658            0.000000   \n",
       "13         0.000000  0.000000       0.000000            0.000000   \n",
       "14         0.000000  0.000000       0.010000            0.000000   \n",
       "15         0.000000  0.000000       0.000000            0.020408   \n",
       "16         0.000000  0.000000       0.040000            0.000000   \n",
       "17         0.000000  0.000000       0.010000            0.000000   \n",
       "18         0.000000  0.000000       0.000000            0.000000   \n",
       "19         0.000000  0.000000       0.000000            0.000000   \n",
       "20         0.000000  0.000000       0.010000            0.000000   \n",
       "21         0.000000  0.000000       0.000000            0.011494   \n",
       "22         0.000000  0.000000       0.000000            0.000000   \n",
       "23         0.000000  0.000000       0.000000            0.000000   \n",
       "24         0.000000  0.000000       0.000000            0.000000   \n",
       "25         0.000000  0.000000       0.000000            0.000000   \n",
       "26         0.000000  0.000000       0.000000            0.000000   \n",
       "27         0.000000  0.013514       0.000000            0.000000   \n",
       "28         0.000000  0.000000       0.000000            0.000000   \n",
       "29         0.000000  0.000000       0.011905            0.000000   \n",
       "30         0.000000  0.000000       0.010000            0.000000   \n",
       "31         0.000000  0.000000       0.000000            0.000000   \n",
       "32         0.000000  0.000000       0.000000            0.000000   \n",
       "33         0.000000  0.000000       0.016129            0.000000   \n",
       "34         0.000000  0.000000       0.076923            0.000000   \n",
       "35         0.000000  0.000000       0.020000            0.000000   \n",
       "36         0.000000  0.000000       0.000000            0.000000   \n",
       "37         0.000000  0.000000       0.031915            0.000000   \n",
       "38         0.011905  0.000000       0.000000            0.000000   \n",
       "39         0.000000  0.000000       0.020000            0.000000   \n",
       "\n",
       "    Multicuisine Indian Restaurant  Multiplex  Music Store  Music Venue  \\\n",
       "0                         0.000000   0.030000     0.000000     0.000000   \n",
       "1                         0.000000   0.000000     0.000000     0.052632   \n",
       "2                         0.000000   0.000000     0.000000     0.000000   \n",
       "3                         0.000000   0.000000     0.000000     0.000000   \n",
       "4                         0.000000   0.080000     0.000000     0.000000   \n",
       "5                         0.000000   0.010309     0.000000     0.000000   \n",
       "6                         0.000000   0.000000     0.000000     0.000000   \n",
       "7                         0.000000   0.000000     0.010101     0.000000   \n",
       "8                         0.000000   0.000000     0.000000     0.000000   \n",
       "9                         0.000000   0.000000     0.000000     0.000000   \n",
       "10                        0.000000   0.000000     0.000000     0.000000   \n",
       "11                        0.000000   0.000000     0.000000     0.000000   \n",
       "12                        0.000000   0.025316     0.000000     0.000000   \n",
       "13                        0.000000   0.070000     0.000000     0.000000   \n",
       "14                        0.000000   0.010000     0.010000     0.010000   \n",
       "15                        0.000000   0.040816     0.000000     0.000000   \n",
       "16                        0.010000   0.000000     0.000000     0.000000   \n",
       "17                        0.000000   0.010000     0.010000     0.010000   \n",
       "18                        0.000000   0.000000     0.000000     0.000000   \n",
       "19                        0.000000   0.038462     0.000000     0.000000   \n",
       "20                        0.000000   0.030000     0.000000     0.000000   \n",
       "21                        0.000000   0.000000     0.000000     0.000000   \n",
       "22                        0.000000   0.000000     0.000000     0.000000   \n",
       "23                        0.000000   0.000000     0.000000     0.000000   \n",
       "24                        0.000000   0.000000     0.000000     0.000000   \n",
       "25                        0.000000   0.012048     0.000000     0.000000   \n",
       "26                        0.000000   0.000000     0.000000     0.000000   \n",
       "27                        0.000000   0.013514     0.000000     0.000000   \n",
       "28                        0.000000   0.200000     0.000000     0.000000   \n",
       "29                        0.000000   0.011905     0.011905     0.000000   \n",
       "30                        0.000000   0.030000     0.000000     0.000000   \n",
       "31                        0.000000   0.000000     0.000000     0.000000   \n",
       "32                        0.000000   0.000000     0.000000     0.000000   \n",
       "33                        0.000000   0.016129     0.000000     0.000000   \n",
       "34                        0.000000   0.000000     0.000000     0.000000   \n",
       "35                        0.000000   0.010000     0.000000     0.000000   \n",
       "36                        0.000000   0.010000     0.000000     0.000000   \n",
       "37                        0.010638   0.000000     0.000000     0.000000   \n",
       "38                        0.000000   0.011905     0.000000     0.000000   \n",
       "39                        0.000000   0.010000     0.000000     0.010000   \n",
       "\n",
       "    Neighborhood  New American Restaurant  Nightclub  Noodle House  \\\n",
       "0       0.000000                     0.00   0.000000      0.000000   \n",
       "1       0.000000                     0.00   0.000000      0.000000   \n",
       "2       0.000000                     0.00   0.000000      0.000000   \n",
       "3       0.000000                     0.00   0.000000      0.000000   \n",
       "4       0.000000                     0.00   0.000000      0.000000   \n",
       "5       0.000000                     0.00   0.000000      0.000000   \n",
       "6       0.000000                     0.00   0.000000      0.000000   \n",
       "7       0.000000                     0.00   0.000000      0.000000   \n",
       "8       0.000000                     0.00   0.000000      0.000000   \n",
       "9       0.022472                     0.00   0.011236      0.000000   \n",
       "10      0.000000                     0.00   0.000000      0.000000   \n",
       "11      0.000000                     0.00   0.000000      0.000000   \n",
       "12      0.000000                     0.00   0.000000      0.000000   \n",
       "13      0.000000                     0.01   0.000000      0.000000   \n",
       "14      0.000000                     0.00   0.000000      0.000000   \n",
       "15      0.000000                     0.00   0.000000      0.000000   \n",
       "16      0.000000                     0.00   0.000000      0.000000   \n",
       "17      0.000000                     0.00   0.000000      0.000000   \n",
       "18      0.000000                     0.00   0.000000      0.000000   \n",
       "19      0.000000                     0.00   0.000000      0.000000   \n",
       "20      0.000000                     0.00   0.000000      0.000000   \n",
       "21      0.000000                     0.00   0.000000      0.011494   \n",
       "22      0.000000                     0.00   0.000000      0.000000   \n",
       "23      0.000000                     0.00   0.000000      0.000000   \n",
       "24      0.000000                     0.00   0.000000      0.000000   \n",
       "25      0.000000                     0.00   0.000000      0.012048   \n",
       "26      0.000000                     0.00   0.000000      0.000000   \n",
       "27      0.000000                     0.00   0.000000      0.000000   \n",
       "28      0.000000                     0.00   0.000000      0.000000   \n",
       "29      0.000000                     0.00   0.000000      0.000000   \n",
       "30      0.000000                     0.00   0.000000      0.000000   \n",
       "31      0.000000                     0.00   0.000000      0.000000   \n",
       "32      0.000000                     0.00   0.000000      0.000000   \n",
       "33      0.032258                     0.00   0.016129      0.000000   \n",
       "34      0.000000                     0.00   0.000000      0.000000   \n",
       "35      0.000000                     0.00   0.000000      0.000000   \n",
       "36      0.000000                     0.00   0.000000      0.000000   \n",
       "37      0.000000                     0.00   0.000000      0.000000   \n",
       "38      0.000000                     0.00   0.000000      0.000000   \n",
       "39      0.000000                     0.00   0.020000      0.000000   \n",
       "\n",
       "    North Indian Restaurant    Office  Opera House  Outdoors & Recreation  \\\n",
       "0                  0.000000  0.000000         0.00               0.000000   \n",
       "1                  0.000000  0.000000         0.00               0.000000   \n",
       "2                  0.000000  0.000000         0.00               0.000000   \n",
       "3                  0.000000  0.000000         0.00               0.000000   \n",
       "4                  0.000000  0.000000         0.00               0.000000   \n",
       "5                  0.000000  0.000000         0.00               0.000000   \n",
       "6                  0.000000  0.000000         0.00               0.000000   \n",
       "7                  0.000000  0.000000         0.00               0.000000   \n",
       "8                  0.000000  0.000000         0.00               0.017544   \n",
       "9                  0.000000  0.000000         0.00               0.000000   \n",
       "10                 0.000000  0.000000         0.00               0.000000   \n",
       "11                 0.000000  0.021277         0.00               0.000000   \n",
       "12                 0.000000  0.000000         0.00               0.000000   \n",
       "13                 0.000000  0.000000         0.00               0.000000   \n",
       "14                 0.000000  0.000000         0.01               0.000000   \n",
       "15                 0.000000  0.000000         0.00               0.000000   \n",
       "16                 0.000000  0.000000         0.00               0.000000   \n",
       "17                 0.000000  0.000000         0.01               0.000000   \n",
       "18                 0.000000  0.000000         0.00               0.000000   \n",
       "19                 0.000000  0.000000         0.00               0.000000   \n",
       "20                 0.000000  0.000000         0.00               0.000000   \n",
       "21                 0.000000  0.000000         0.00               0.000000   \n",
       "22                 0.000000  0.000000         0.00               0.000000   \n",
       "23                 0.000000  0.000000         0.00               0.000000   \n",
       "24                 0.000000  0.000000         0.00               0.000000   \n",
       "25                 0.012048  0.000000         0.00               0.012048   \n",
       "26                 0.000000  0.000000         0.00               0.000000   \n",
       "27                 0.000000  0.000000         0.00               0.000000   \n",
       "28                 0.000000  0.000000         0.00               0.000000   \n",
       "29                 0.000000  0.000000         0.00               0.000000   \n",
       "30                 0.000000  0.000000         0.00               0.000000   \n",
       "31                 0.000000  0.000000         0.00               0.000000   \n",
       "32                 0.000000  0.000000         0.00               0.000000   \n",
       "33                 0.000000  0.000000         0.00               0.000000   \n",
       "34                 0.000000  0.000000         0.00               0.000000   \n",
       "35                 0.000000  0.000000         0.00               0.000000   \n",
       "36                 0.000000  0.000000         0.00               0.000000   \n",
       "37                 0.000000  0.000000         0.00               0.000000   \n",
       "38                 0.000000  0.000000         0.00               0.000000   \n",
       "39                 0.000000  0.010000         0.00               0.000000   \n",
       "\n",
       "        Park  Performing Arts Venue  Pet Store  Pharmacy  Pizza Place  \\\n",
       "0   0.000000               0.000000   0.000000  0.000000     0.050000   \n",
       "1   0.052632               0.000000   0.000000  0.000000     0.000000   \n",
       "2   0.111111               0.000000   0.000000  0.000000     0.000000   \n",
       "3   0.010000               0.010000   0.000000  0.000000     0.020000   \n",
       "4   0.000000               0.000000   0.000000  0.000000     0.120000   \n",
       "5   0.010309               0.000000   0.010309  0.000000     0.020619   \n",
       "6   0.000000               0.000000   0.000000  0.018868     0.056604   \n",
       "7   0.010101               0.010101   0.000000  0.000000     0.050505   \n",
       "8   0.000000               0.000000   0.000000  0.017544     0.035088   \n",
       "9   0.011236               0.000000   0.000000  0.000000     0.044944   \n",
       "10  0.000000               0.000000   0.000000  0.000000     0.111111   \n",
       "11  0.000000               0.000000   0.000000  0.000000     0.042553   \n",
       "12  0.000000               0.000000   0.000000  0.000000     0.025316   \n",
       "13  0.000000               0.000000   0.000000  0.000000     0.040000   \n",
       "14  0.000000               0.000000   0.000000  0.000000     0.030000   \n",
       "15  0.000000               0.000000   0.000000  0.020408     0.040816   \n",
       "16  0.000000               0.010000   0.000000  0.000000     0.030000   \n",
       "17  0.010000               0.000000   0.000000  0.000000     0.020000   \n",
       "18  0.013158               0.000000   0.013158  0.000000     0.039474   \n",
       "19  0.000000               0.000000   0.000000  0.000000     0.076923   \n",
       "20  0.000000               0.000000   0.000000  0.000000     0.030000   \n",
       "21  0.011494               0.034483   0.000000  0.011494     0.045977   \n",
       "22  0.013158               0.000000   0.013158  0.000000     0.039474   \n",
       "23  0.066667               0.000000   0.000000  0.000000     0.000000   \n",
       "24  0.000000               0.021277   0.000000  0.000000     0.063830   \n",
       "25  0.012048               0.000000   0.000000  0.000000     0.060241   \n",
       "26  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "27  0.000000               0.000000   0.000000  0.000000     0.067568   \n",
       "28  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "29  0.000000               0.011905   0.000000  0.000000     0.059524   \n",
       "30  0.000000               0.000000   0.000000  0.000000     0.030000   \n",
       "31  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "32  0.016393               0.016393   0.000000  0.000000     0.049180   \n",
       "33  0.000000               0.000000   0.000000  0.016129     0.048387   \n",
       "34  0.000000               0.000000   0.000000  0.000000     0.076923   \n",
       "35  0.000000               0.000000   0.000000  0.000000     0.060000   \n",
       "36  0.000000               0.000000   0.000000  0.000000     0.030000   \n",
       "37  0.000000               0.000000   0.000000  0.000000     0.021277   \n",
       "38  0.000000               0.000000   0.000000  0.000000     0.023810   \n",
       "39  0.000000               0.000000   0.000000  0.000000     0.020000   \n",
       "\n",
       "    Platform  Playground     Plaza      Pool       Pub  Punjabi Restaurant  \\\n",
       "0   0.000000    0.000000  0.000000  0.000000  0.050000            0.000000   \n",
       "1   0.052632    0.000000  0.052632  0.000000  0.052632            0.000000   \n",
       "2   0.111111    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "3   0.000000    0.000000  0.000000  0.000000  0.040000            0.000000   \n",
       "4   0.000000    0.000000  0.000000  0.000000  0.040000            0.000000   \n",
       "5   0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "6   0.000000    0.000000  0.000000  0.000000  0.018868            0.000000   \n",
       "7   0.000000    0.030303  0.010101  0.010101  0.000000            0.020202   \n",
       "8   0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "9   0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "10  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "11  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "12  0.000000    0.000000  0.000000  0.000000  0.000000            0.012658   \n",
       "13  0.000000    0.000000  0.010000  0.000000  0.010000            0.000000   \n",
       "14  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "15  0.000000    0.000000  0.000000  0.000000  0.061224            0.000000   \n",
       "16  0.000000    0.010000  0.000000  0.000000  0.000000            0.000000   \n",
       "17  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "18  0.013158    0.013158  0.000000  0.000000  0.013158            0.000000   \n",
       "19  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "20  0.000000    0.000000  0.000000  0.000000  0.120000            0.000000   \n",
       "21  0.000000    0.011494  0.000000  0.011494  0.000000            0.000000   \n",
       "22  0.013158    0.013158  0.000000  0.000000  0.013158            0.000000   \n",
       "23  0.066667    0.000000  0.000000  0.000000  0.066667            0.000000   \n",
       "24  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "25  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "26  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "27  0.000000    0.013514  0.013514  0.000000  0.027027            0.000000   \n",
       "28  0.000000    0.200000  0.000000  0.000000  0.000000            0.000000   \n",
       "29  0.000000    0.011905  0.000000  0.000000  0.000000            0.000000   \n",
       "30  0.000000    0.000000  0.000000  0.000000  0.100000            0.000000   \n",
       "31  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "32  0.000000    0.000000  0.000000  0.000000  0.000000            0.000000   \n",
       "33  0.000000    0.000000  0.016129  0.000000  0.000000            0.000000   \n",
       "34  0.000000    0.000000  0.076923  0.000000  0.000000            0.000000   \n",
       "35  0.000000    0.010000  0.000000  0.000000  0.010000            0.000000   \n",
       "36  0.000000    0.000000  0.010000  0.000000  0.010000            0.010000   \n",
       "37  0.000000    0.000000  0.010638  0.000000  0.000000            0.000000   \n",
       "38  0.000000    0.011905  0.000000  0.000000  0.047619            0.000000   \n",
       "39  0.000000    0.000000  0.000000  0.000000  0.020000            0.000000   \n",
       "\n",
       "    Recording Studio  Recreation Center  \\\n",
       "0           0.000000               0.00   \n",
       "1           0.000000               0.00   \n",
       "2           0.000000               0.00   \n",
       "3           0.000000               0.00   \n",
       "4           0.000000               0.00   \n",
       "5           0.000000               0.00   \n",
       "6           0.000000               0.00   \n",
       "7           0.000000               0.00   \n",
       "8           0.000000               0.00   \n",
       "9           0.000000               0.00   \n",
       "10          0.000000               0.00   \n",
       "11          0.021277               0.00   \n",
       "12          0.000000               0.00   \n",
       "13          0.000000               0.00   \n",
       "14          0.000000               0.00   \n",
       "15          0.000000               0.00   \n",
       "16          0.000000               0.00   \n",
       "17          0.000000               0.00   \n",
       "18          0.000000               0.00   \n",
       "19          0.000000               0.00   \n",
       "20          0.000000               0.01   \n",
       "21          0.000000               0.00   \n",
       "22          0.000000               0.00   \n",
       "23          0.000000               0.00   \n",
       "24          0.000000               0.00   \n",
       "25          0.000000               0.00   \n",
       "26          0.000000               0.00   \n",
       "27          0.000000               0.00   \n",
       "28          0.000000               0.00   \n",
       "29          0.000000               0.00   \n",
       "30          0.000000               0.01   \n",
       "31          0.000000               0.00   \n",
       "32          0.000000               0.00   \n",
       "33          0.000000               0.00   \n",
       "34          0.000000               0.00   \n",
       "35          0.000000               0.00   \n",
       "36          0.000000               0.00   \n",
       "37          0.000000               0.00   \n",
       "38          0.000000               0.00   \n",
       "39          0.000000               0.01   \n",
       "\n",
       "    Residential Building (Apartment / Condo)    Resort  Restaurant  Road  \\\n",
       "0                                   0.010000  0.000000    0.000000  0.00   \n",
       "1                                   0.000000  0.000000    0.000000  0.00   \n",
       "2                                   0.000000  0.000000    0.000000  0.00   \n",
       "3                                   0.000000  0.000000    0.010000  0.01   \n",
       "4                                   0.000000  0.000000    0.080000  0.00   \n",
       "5                                   0.000000  0.000000    0.061856  0.00   \n",
       "6                                   0.000000  0.000000    0.018868  0.00   \n",
       "7                                   0.000000  0.000000    0.030303  0.00   \n",
       "8                                   0.000000  0.000000    0.052632  0.00   \n",
       "9                                   0.011236  0.000000    0.033708  0.00   \n",
       "10                                  0.000000  0.000000    0.000000  0.00   \n",
       "11                                  0.000000  0.000000    0.042553  0.00   \n",
       "12                                  0.000000  0.000000    0.037975  0.00   \n",
       "13                                  0.000000  0.000000    0.010000  0.00   \n",
       "14                                  0.000000  0.000000    0.050000  0.00   \n",
       "15                                  0.000000  0.000000    0.000000  0.00   \n",
       "16                                  0.000000  0.000000    0.020000  0.00   \n",
       "17                                  0.000000  0.000000    0.070000  0.00   \n",
       "18                                  0.000000  0.000000    0.052632  0.00   \n",
       "19                                  0.000000  0.000000    0.000000  0.00   \n",
       "20                                  0.010000  0.000000    0.010000  0.00   \n",
       "21                                  0.000000  0.000000    0.011494  0.00   \n",
       "22                                  0.000000  0.000000    0.052632  0.00   \n",
       "23                                  0.000000  0.000000    0.000000  0.00   \n",
       "24                                  0.000000  0.000000    0.000000  0.00   \n",
       "25                                  0.000000  0.000000    0.012048  0.00   \n",
       "26                                  0.000000  0.000000    0.000000  0.00   \n",
       "27                                  0.000000  0.000000    0.027027  0.00   \n",
       "28                                  0.000000  0.000000    0.000000  0.00   \n",
       "29                                  0.000000  0.000000    0.059524  0.00   \n",
       "30                                  0.010000  0.000000    0.010000  0.00   \n",
       "31                                  0.000000  0.000000    0.000000  0.00   \n",
       "32                                  0.000000  0.000000    0.000000  0.00   \n",
       "33                                  0.016129  0.000000    0.032258  0.00   \n",
       "34                                  0.000000  0.000000    0.076923  0.00   \n",
       "35                                  0.000000  0.000000    0.050000  0.00   \n",
       "36                                  0.000000  0.000000    0.020000  0.00   \n",
       "37                                  0.000000  0.000000    0.010638  0.00   \n",
       "38                                  0.000000  0.011905    0.023810  0.00   \n",
       "39                                  0.000000  0.000000    0.020000  0.00   \n",
       "\n",
       "    Roof Deck  Salad Place  Salon / Barbershop  Sandwich Place  \\\n",
       "0    0.000000         0.00                0.00        0.040000   \n",
       "1    0.000000         0.00                0.00        0.000000   \n",
       "2    0.000000         0.00                0.00        0.000000   \n",
       "3    0.000000         0.02                0.00        0.010000   \n",
       "4    0.000000         0.00                0.00        0.000000   \n",
       "5    0.000000         0.00                0.00        0.030928   \n",
       "6    0.000000         0.00                0.00        0.000000   \n",
       "7    0.000000         0.00                0.00        0.020202   \n",
       "8    0.000000         0.00                0.00        0.017544   \n",
       "9    0.000000         0.00                0.00        0.044944   \n",
       "10   0.000000         0.00                0.00        0.000000   \n",
       "11   0.021277         0.00                0.00        0.000000   \n",
       "12   0.000000         0.00                0.00        0.012658   \n",
       "13   0.000000         0.00                0.00        0.040000   \n",
       "14   0.000000         0.00                0.00        0.010000   \n",
       "15   0.000000         0.00                0.00        0.040816   \n",
       "16   0.010000         0.00                0.00        0.020000   \n",
       "17   0.000000         0.00                0.01        0.000000   \n",
       "18   0.000000         0.00                0.00        0.026316   \n",
       "19   0.000000         0.00                0.00        0.000000   \n",
       "20   0.000000         0.00                0.00        0.000000   \n",
       "21   0.000000         0.00                0.00        0.022989   \n",
       "22   0.000000         0.00                0.00        0.026316   \n",
       "23   0.000000         0.00                0.00        0.000000   \n",
       "24   0.000000         0.00                0.00        0.021277   \n",
       "25   0.000000         0.00                0.00        0.012048   \n",
       "26   0.000000         0.00                0.00        0.000000   \n",
       "27   0.000000         0.00                0.00        0.013514   \n",
       "28   0.000000         0.00                0.00        0.000000   \n",
       "29   0.000000         0.00                0.00        0.011905   \n",
       "30   0.000000         0.00                0.00        0.000000   \n",
       "31   0.000000         0.00                0.00        0.000000   \n",
       "32   0.000000         0.00                0.00        0.016393   \n",
       "33   0.000000         0.00                0.00        0.032258   \n",
       "34   0.076923         0.00                0.00        0.000000   \n",
       "35   0.000000         0.00                0.00        0.020000   \n",
       "36   0.000000         0.00                0.00        0.010000   \n",
       "37   0.000000         0.00                0.00        0.000000   \n",
       "38   0.000000         0.00                0.00        0.011905   \n",
       "39   0.000000         0.00                0.00        0.030000   \n",
       "\n",
       "    Scenic Lookout  Sculpture Garden  Seafood Restaurant  Shoe Store  \\\n",
       "0         0.000000          0.000000            0.040000    0.000000   \n",
       "1         0.000000          0.000000            0.000000    0.000000   \n",
       "2         0.000000          0.000000            0.000000    0.000000   \n",
       "3         0.000000          0.000000            0.050000    0.000000   \n",
       "4         0.000000          0.000000            0.000000    0.000000   \n",
       "5         0.010309          0.000000            0.010309    0.000000   \n",
       "6         0.018868          0.000000            0.000000    0.000000   \n",
       "7         0.000000          0.010101            0.010101    0.000000   \n",
       "8         0.000000          0.000000            0.017544    0.000000   \n",
       "9         0.011236          0.000000            0.022472    0.000000   \n",
       "10        0.000000          0.000000            0.000000    0.000000   \n",
       "11        0.000000          0.000000            0.000000    0.000000   \n",
       "12        0.000000          0.012658            0.000000    0.000000   \n",
       "13        0.000000          0.000000            0.020000    0.000000   \n",
       "14        0.000000          0.000000            0.000000    0.000000   \n",
       "15        0.000000          0.000000            0.000000    0.000000   \n",
       "16        0.000000          0.000000            0.010000    0.000000   \n",
       "17        0.010000          0.000000            0.000000    0.000000   \n",
       "18        0.000000          0.000000            0.013158    0.000000   \n",
       "19        0.000000          0.000000            0.000000    0.000000   \n",
       "20        0.000000          0.000000            0.010000    0.000000   \n",
       "21        0.000000          0.000000            0.000000    0.011494   \n",
       "22        0.000000          0.000000            0.013158    0.000000   \n",
       "23        0.000000          0.000000            0.000000    0.000000   \n",
       "24        0.000000          0.000000            0.042553    0.000000   \n",
       "25        0.000000          0.000000            0.024096    0.000000   \n",
       "26        0.500000          0.000000            0.000000    0.000000   \n",
       "27        0.000000          0.000000            0.000000    0.000000   \n",
       "28        0.000000          0.000000            0.000000    0.000000   \n",
       "29        0.000000          0.011905            0.011905    0.000000   \n",
       "30        0.000000          0.000000            0.010000    0.000000   \n",
       "31        0.000000          0.000000            0.000000    0.000000   \n",
       "32        0.000000          0.000000            0.032787    0.000000   \n",
       "33        0.000000          0.000000            0.016129    0.000000   \n",
       "34        0.000000          0.000000            0.000000    0.000000   \n",
       "35        0.000000          0.010000            0.000000    0.000000   \n",
       "36        0.000000          0.000000            0.020000    0.000000   \n",
       "37        0.000000          0.000000            0.000000    0.000000   \n",
       "38        0.000000          0.000000            0.011905    0.011905   \n",
       "39        0.020000          0.000000            0.020000    0.000000   \n",
       "\n",
       "    Shop & Service  Shopping Mall  Smoke Shop  Snack Place  Soccer Field  \\\n",
       "0         0.000000       0.000000    0.010000     0.050000      0.000000   \n",
       "1         0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "2         0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "3         0.000000       0.000000    0.000000     0.020000      0.000000   \n",
       "4         0.000000       0.040000    0.000000     0.000000      0.000000   \n",
       "5         0.000000       0.020619    0.000000     0.030928      0.000000   \n",
       "6         0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "7         0.000000       0.010101    0.010101     0.010101      0.000000   \n",
       "8         0.000000       0.000000    0.000000     0.017544      0.000000   \n",
       "9         0.000000       0.022472    0.000000     0.022472      0.000000   \n",
       "10        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "11        0.000000       0.000000    0.021277     0.021277      0.000000   \n",
       "12        0.000000       0.025316    0.000000     0.012658      0.000000   \n",
       "13        0.000000       0.020000    0.010000     0.010000      0.000000   \n",
       "14        0.000000       0.000000    0.000000     0.020000      0.000000   \n",
       "15        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "16        0.000000       0.000000    0.000000     0.030000      0.000000   \n",
       "17        0.000000       0.000000    0.000000     0.020000      0.000000   \n",
       "18        0.000000       0.000000    0.000000     0.013158      0.000000   \n",
       "19        0.000000       0.038462    0.000000     0.000000      0.000000   \n",
       "20        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "21        0.000000       0.000000    0.011494     0.000000      0.000000   \n",
       "22        0.000000       0.000000    0.000000     0.013158      0.000000   \n",
       "23        0.066667       0.000000    0.000000     0.000000      0.000000   \n",
       "24        0.000000       0.000000    0.000000     0.021277      0.021277   \n",
       "25        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "26        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "27        0.000000       0.040541    0.000000     0.027027      0.000000   \n",
       "28        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "29        0.000000       0.023810    0.000000     0.023810      0.000000   \n",
       "30        0.000000       0.010000    0.000000     0.000000      0.000000   \n",
       "31        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "32        0.000000       0.000000    0.000000     0.016393      0.016393   \n",
       "33        0.000000       0.048387    0.000000     0.000000      0.000000   \n",
       "34        0.000000       0.000000    0.000000     0.000000      0.000000   \n",
       "35        0.000000       0.040000    0.000000     0.010000      0.000000   \n",
       "36        0.000000       0.030000    0.000000     0.010000      0.000000   \n",
       "37        0.000000       0.021277    0.000000     0.042553      0.010638   \n",
       "38        0.000000       0.011905    0.000000     0.000000      0.000000   \n",
       "39        0.000000       0.020000    0.000000     0.000000      0.000000   \n",
       "\n",
       "    South American Restaurant  South Indian Restaurant       Spa  \\\n",
       "0                    0.000000                 0.000000  0.010000   \n",
       "1                    0.000000                 0.000000  0.000000   \n",
       "2                    0.000000                 0.000000  0.000000   \n",
       "3                    0.000000                 0.000000  0.000000   \n",
       "4                    0.000000                 0.000000  0.000000   \n",
       "5                    0.000000                 0.000000  0.000000   \n",
       "6                    0.000000                 0.000000  0.000000   \n",
       "7                    0.000000                 0.000000  0.010101   \n",
       "8                    0.000000                 0.000000  0.000000   \n",
       "9                    0.000000                 0.000000  0.000000   \n",
       "10                   0.000000                 0.000000  0.000000   \n",
       "11                   0.000000                 0.000000  0.000000   \n",
       "12                   0.000000                 0.000000  0.000000   \n",
       "13                   0.000000                 0.000000  0.000000   \n",
       "14                   0.000000                 0.000000  0.000000   \n",
       "15                   0.000000                 0.020408  0.020408   \n",
       "16                   0.000000                 0.020000  0.000000   \n",
       "17                   0.000000                 0.000000  0.000000   \n",
       "18                   0.000000                 0.000000  0.000000   \n",
       "19                   0.000000                 0.000000  0.000000   \n",
       "20                   0.000000                 0.010000  0.020000   \n",
       "21                   0.000000                 0.000000  0.011494   \n",
       "22                   0.000000                 0.000000  0.000000   \n",
       "23                   0.000000                 0.000000  0.000000   \n",
       "24                   0.000000                 0.000000  0.000000   \n",
       "25                   0.000000                 0.000000  0.012048   \n",
       "26                   0.000000                 0.000000  0.000000   \n",
       "27                   0.000000                 0.000000  0.000000   \n",
       "28                   0.000000                 0.000000  0.000000   \n",
       "29                   0.000000                 0.000000  0.011905   \n",
       "30                   0.000000                 0.010000  0.020000   \n",
       "31                   0.000000                 0.000000  0.000000   \n",
       "32                   0.016393                 0.000000  0.000000   \n",
       "33                   0.000000                 0.000000  0.000000   \n",
       "34                   0.000000                 0.000000  0.000000   \n",
       "35                   0.000000                 0.000000  0.000000   \n",
       "36                   0.000000                 0.000000  0.010000   \n",
       "37                   0.000000                 0.021277  0.000000   \n",
       "38                   0.000000                 0.000000  0.011905   \n",
       "39                   0.000000                 0.000000  0.010000   \n",
       "\n",
       "    Sporting Goods Shop  Sports Bar  Sports Club   Stadium  Steakhouse  \\\n",
       "0              0.000000    0.000000         0.00  0.000000        0.00   \n",
       "1              0.000000    0.052632         0.00  0.000000        0.00   \n",
       "2              0.000000    0.111111         0.00  0.000000        0.00   \n",
       "3              0.000000    0.000000         0.01  0.000000        0.00   \n",
       "4              0.000000    0.040000         0.00  0.000000        0.00   \n",
       "5              0.000000    0.000000         0.00  0.000000        0.00   \n",
       "6              0.000000    0.000000         0.00  0.000000        0.00   \n",
       "7              0.000000    0.000000         0.00  0.000000        0.00   \n",
       "8              0.000000    0.000000         0.00  0.000000        0.00   \n",
       "9              0.000000    0.011236         0.00  0.011236        0.00   \n",
       "10             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "11             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "12             0.012658    0.012658         0.00  0.000000        0.00   \n",
       "13             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "14             0.000000    0.000000         0.00  0.000000        0.01   \n",
       "15             0.000000    0.020408         0.00  0.000000        0.00   \n",
       "16             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "17             0.000000    0.000000         0.00  0.000000        0.01   \n",
       "18             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "19             0.000000    0.038462         0.00  0.000000        0.00   \n",
       "20             0.000000    0.010000         0.00  0.000000        0.00   \n",
       "21             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "22             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "23             0.000000    0.066667         0.00  0.000000        0.00   \n",
       "24             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "25             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "26             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "27             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "28             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "29             0.011905    0.000000         0.00  0.000000        0.00   \n",
       "30             0.000000    0.010000         0.00  0.000000        0.00   \n",
       "31             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "32             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "33             0.000000    0.016129         0.00  0.016129        0.00   \n",
       "34             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "35             0.010000    0.000000         0.00  0.000000        0.00   \n",
       "36             0.010000    0.010000         0.00  0.000000        0.00   \n",
       "37             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "38             0.000000    0.011905         0.00  0.000000        0.00   \n",
       "39             0.000000    0.000000         0.00  0.000000        0.00   \n",
       "\n",
       "    Supermarket  Sushi Restaurant  Tea Room  Tennis Court  Thai Restaurant  \\\n",
       "0      0.000000              0.00  0.010000      0.000000         0.000000   \n",
       "1      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "2      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "3      0.000000              0.01  0.020000      0.000000         0.000000   \n",
       "4      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "5      0.000000              0.00  0.010309      0.000000         0.000000   \n",
       "6      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "7      0.010101              0.00  0.000000      0.000000         0.000000   \n",
       "8      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "9      0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "10     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "11     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "12     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "13     0.000000              0.00  0.010000      0.000000         0.000000   \n",
       "14     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "15     0.000000              0.00  0.020408      0.020408         0.000000   \n",
       "16     0.000000              0.00  0.000000      0.000000         0.010000   \n",
       "17     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "18     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "19     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "20     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "21     0.000000              0.00  0.000000      0.000000         0.022989   \n",
       "22     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "23     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "24     0.000000              0.00  0.000000      0.000000         0.021277   \n",
       "25     0.000000              0.00  0.000000      0.000000         0.036145   \n",
       "26     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "27     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "28     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "29     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "30     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "31     0.000000              0.00  0.200000      0.000000         0.000000   \n",
       "32     0.000000              0.00  0.000000      0.000000         0.016393   \n",
       "33     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "34     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "35     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "36     0.000000              0.00  0.010000      0.000000         0.000000   \n",
       "37     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "38     0.000000              0.00  0.000000      0.000000         0.000000   \n",
       "39     0.000000              0.00  0.000000      0.000000         0.010000   \n",
       "\n",
       "     Theater  Theme Park  Toll Booth  Toy / Game Store  Track     Trail  \\\n",
       "0   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "1   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "2   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "3   0.010000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "4   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "5   0.010309    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "6   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "7   0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "8   0.017544    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "9   0.011236    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "10  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "11  0.000000    0.000000    0.000000              0.00   0.00  0.021277   \n",
       "12  0.000000    0.012658    0.000000              0.00   0.00  0.000000   \n",
       "13  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "14  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "15  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "16  0.000000    0.000000    0.000000              0.00   0.01  0.000000   \n",
       "17  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "18  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "19  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "20  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "21  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "22  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "23  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "24  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "25  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "26  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "27  0.013514    0.000000    0.013514              0.00   0.00  0.013514   \n",
       "28  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "29  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "30  0.000000    0.000000    0.000000              0.00   0.01  0.000000   \n",
       "31  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "32  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "33  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "34  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "35  0.000000    0.010000    0.000000              0.01   0.00  0.000000   \n",
       "36  0.000000    0.010000    0.000000              0.00   0.00  0.000000   \n",
       "37  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "38  0.000000    0.000000    0.000000              0.00   0.00  0.000000   \n",
       "39  0.010000    0.000000    0.000000              0.01   0.00  0.000000   \n",
       "\n",
       "       Train  Train Station    Tunnel  Vegetarian / Vegan Restaurant  \\\n",
       "0   0.000000       0.000000  0.000000                       0.020000   \n",
       "1   0.000000       0.000000  0.052632                       0.000000   \n",
       "2   0.000000       0.000000  0.000000                       0.000000   \n",
       "3   0.000000       0.000000  0.000000                       0.000000   \n",
       "4   0.000000       0.080000  0.000000                       0.000000   \n",
       "5   0.000000       0.000000  0.000000                       0.020619   \n",
       "6   0.000000       0.000000  0.000000                       0.000000   \n",
       "7   0.000000       0.010101  0.000000                       0.020202   \n",
       "8   0.000000       0.017544  0.000000                       0.000000   \n",
       "9   0.000000       0.000000  0.000000                       0.011236   \n",
       "10  0.000000       0.111111  0.000000                       0.000000   \n",
       "11  0.000000       0.021277  0.000000                       0.042553   \n",
       "12  0.000000       0.012658  0.000000                       0.050633   \n",
       "13  0.000000       0.010000  0.000000                       0.040000   \n",
       "14  0.000000       0.020000  0.000000                       0.010000   \n",
       "15  0.000000       0.000000  0.000000                       0.020408   \n",
       "16  0.000000       0.020000  0.000000                       0.020000   \n",
       "17  0.000000       0.010000  0.000000                       0.010000   \n",
       "18  0.000000       0.026316  0.000000                       0.000000   \n",
       "19  0.000000       0.115385  0.000000                       0.000000   \n",
       "20  0.000000       0.000000  0.000000                       0.020000   \n",
       "21  0.000000       0.011494  0.000000                       0.011494   \n",
       "22  0.000000       0.026316  0.000000                       0.000000   \n",
       "23  0.000000       0.000000  0.000000                       0.000000   \n",
       "24  0.021277       0.042553  0.000000                       0.021277   \n",
       "25  0.000000       0.000000  0.000000                       0.000000   \n",
       "26  0.000000       0.000000  0.000000                       0.000000   \n",
       "27  0.000000       0.013514  0.000000                       0.013514   \n",
       "28  0.000000       0.000000  0.000000                       0.000000   \n",
       "29  0.000000       0.011905  0.000000                       0.047619   \n",
       "30  0.000000       0.000000  0.000000                       0.020000   \n",
       "31  0.000000       0.000000  0.000000                       0.000000   \n",
       "32  0.016393       0.032787  0.000000                       0.016393   \n",
       "33  0.000000       0.000000  0.000000                       0.000000   \n",
       "34  0.000000       0.076923  0.000000                       0.000000   \n",
       "35  0.000000       0.010000  0.000000                       0.030000   \n",
       "36  0.000000       0.020000  0.000000                       0.010000   \n",
       "37  0.000000       0.021277  0.000000                       0.042553   \n",
       "38  0.000000       0.000000  0.000000                       0.011905   \n",
       "39  0.000000       0.000000  0.000000                       0.000000   \n",
       "\n",
       "    Wine Bar  Wine Shop  Women's Store  Yoga Studio  \n",
       "0   0.000000   0.000000       0.010000     0.000000  \n",
       "1   0.000000   0.000000       0.000000     0.000000  \n",
       "2   0.000000   0.000000       0.000000     0.000000  \n",
       "3   0.000000   0.000000       0.000000     0.000000  \n",
       "4   0.000000   0.000000       0.000000     0.000000  \n",
       "5   0.000000   0.000000       0.000000     0.000000  \n",
       "6   0.000000   0.000000       0.000000     0.000000  \n",
       "7   0.000000   0.000000       0.000000     0.000000  \n",
       "8   0.000000   0.000000       0.000000     0.000000  \n",
       "9   0.000000   0.000000       0.000000     0.000000  \n",
       "10  0.000000   0.000000       0.000000     0.000000  \n",
       "11  0.000000   0.000000       0.000000     0.000000  \n",
       "12  0.000000   0.000000       0.000000     0.000000  \n",
       "13  0.000000   0.000000       0.000000     0.000000  \n",
       "14  0.000000   0.000000       0.000000     0.000000  \n",
       "15  0.000000   0.000000       0.000000     0.000000  \n",
       "16  0.000000   0.000000       0.000000     0.000000  \n",
       "17  0.000000   0.000000       0.000000     0.000000  \n",
       "18  0.000000   0.013158       0.000000     0.000000  \n",
       "19  0.000000   0.000000       0.000000     0.000000  \n",
       "20  0.000000   0.000000       0.010000     0.000000  \n",
       "21  0.000000   0.000000       0.000000     0.000000  \n",
       "22  0.000000   0.013158       0.000000     0.000000  \n",
       "23  0.000000   0.000000       0.000000     0.000000  \n",
       "24  0.000000   0.000000       0.000000     0.000000  \n",
       "25  0.000000   0.000000       0.000000     0.012048  \n",
       "26  0.000000   0.000000       0.000000     0.000000  \n",
       "27  0.013514   0.000000       0.000000     0.000000  \n",
       "28  0.000000   0.000000       0.000000     0.000000  \n",
       "29  0.000000   0.000000       0.000000     0.000000  \n",
       "30  0.000000   0.000000       0.010000     0.000000  \n",
       "31  0.000000   0.000000       0.000000     0.000000  \n",
       "32  0.000000   0.000000       0.000000     0.000000  \n",
       "33  0.000000   0.000000       0.000000     0.000000  \n",
       "34  0.000000   0.000000       0.000000     0.000000  \n",
       "35  0.000000   0.000000       0.000000     0.000000  \n",
       "36  0.000000   0.000000       0.000000     0.000000  \n",
       "37  0.000000   0.000000       0.000000     0.000000  \n",
       "38  0.000000   0.000000       0.011905     0.000000  \n",
       "39  0.000000   0.000000       0.000000     0.000000  "
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_grouped = kl_onehot.groupby([\"Neighborhoods\"]).mean().reset_index()\n",
    "\n",
    "print(kl_grouped.shape)\n",
    "kl_grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(kl_grouped[kl_grouped[\"Shopping Mall\"] > 0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "new data frame for shopping mall only"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "kl_mall = kl_grouped[[\"Neighborhoods\",\"Shopping Mall\"]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "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>Neighborhoods</th>\n",
       "      <th>Shopping Mall</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.04</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Neighborhoods  Shopping Mall\n",
       "0          Andheri           0.00\n",
       "1  Anushakti Nagar           0.00\n",
       "2       Baiganwadi           0.00\n",
       "3           Bandra           0.00\n",
       "4          Bhandup           0.04"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_mall.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 7. Cluster Neighbourhoods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 0, 2, 1, 0, 0, 0, 1], dtype=int32)"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# set number of clusters\n",
    "kclusters = 3\n",
    "\n",
    "kl_clustering = kl_mall.drop([\"Neighborhoods\"], 1)\n",
    "\n",
    "# run k-means clustering\n",
    "kmeans = KMeans(n_clusters=kclusters, random_state=0).fit(kl_clustering)\n",
    "\n",
    "# check cluster labels generated for each row in the dataframe\n",
    "kmeans.labels_[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a new dataframe that includes the cluster as well as the top 10 venues for each neighborhood.\n",
    "kl_merged = kl_mall.copy()\n",
    "\n",
    "# add clustering labels\n",
    "kl_merged[\"Cluster Labels\"] = kmeans.labels_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "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>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.04</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Neighborhood  Shopping Mall  Cluster Labels\n",
       "0          Andheri           0.00               0\n",
       "1  Anushakti Nagar           0.00               0\n",
       "2       Baiganwadi           0.00               0\n",
       "3           Bandra           0.00               0\n",
       "4          Bhandup           0.04               2"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_merged.rename(columns={\"Neighborhoods\": \"Neighborhood\"}, inplace=True)\n",
    "kl_merged.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(40, 5)\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>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>19.042830</td>\n",
       "      <td>72.927340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>19.062930</td>\n",
       "      <td>72.926660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>19.054220</td>\n",
       "      <td>72.840190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.04</td>\n",
       "      <td>2</td>\n",
       "      <td>19.145560</td>\n",
       "      <td>72.948560</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Neighborhood  Shopping Mall  Cluster Labels   Latitude  Longitude\n",
       "0          Andheri           0.00               0  19.118483  72.841774\n",
       "1  Anushakti Nagar           0.00               0  19.042830  72.927340\n",
       "2       Baiganwadi           0.00               0  19.062930  72.926660\n",
       "3           Bandra           0.00               0  19.054220  72.840190\n",
       "4          Bhandup           0.04               2  19.145560  72.948560"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_merged = kl_merged.join(kl_df.set_index(\"Neighborhood\"), on=\"Neighborhood\")\n",
    "\n",
    "print(kl_merged.shape)\n",
    "kl_merged.head() # check the last columns!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(40, 5)\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>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Mogra Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>26.135300</td>\n",
       "      <td>73.054840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Mira Road</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.074161</td>\n",
       "      <td>72.861670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Matharpacady, Mumbai</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.044920</td>\n",
       "      <td>72.867205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Mankhurd</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.048530</td>\n",
       "      <td>72.932200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Mahavir Nagar (Kandivali)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.211952</td>\n",
       "      <td>72.837542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Kurla</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.064940</td>\n",
       "      <td>72.880730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kausa</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.127560</td>\n",
       "      <td>72.825400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Seven Bungalows</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.128560</td>\n",
       "      <td>72.820850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Kandivali</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.211952</td>\n",
       "      <td>72.837542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Kalyan</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.953937</td>\n",
       "      <td>72.820367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Juhu</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.014930</td>\n",
       "      <td>72.845220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Jogeshwari</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.137900</td>\n",
       "      <td>72.849410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Grant Road</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.959290</td>\n",
       "      <td>72.831080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Sion, Mumbai</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.046460</td>\n",
       "      <td>72.863130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Eastern Suburbs (Mumbai)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.005389</td>\n",
       "      <td>72.855769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Dombivli</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.212870</td>\n",
       "      <td>73.083240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Tilak Nagar (Mumbai)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.996160</td>\n",
       "      <td>72.852810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Dahisar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.250030</td>\n",
       "      <td>72.859080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Chembur</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0</td>\n",
       "      <td>19.062200</td>\n",
       "      <td>72.902420</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Charkop</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.208660</td>\n",
       "      <td>72.826120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.054220</td>\n",
       "      <td>72.840190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.062930</td>\n",
       "      <td>72.926660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.042830</td>\n",
       "      <td>72.927340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Shil Phata</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.146580</td>\n",
       "      <td>73.040050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Mumbra</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.190560</td>\n",
       "      <td>73.022670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Pestom sagar</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>1</td>\n",
       "      <td>19.070630</td>\n",
       "      <td>72.902200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Vikhroli</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.111090</td>\n",
       "      <td>72.927810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Wadala</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>1</td>\n",
       "      <td>19.017160</td>\n",
       "      <td>72.858130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Worli</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.007450</td>\n",
       "      <td>72.816910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Western Suburbs (Mumbai)</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>1</td>\n",
       "      <td>19.197000</td>\n",
       "      <td>72.827630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Goregaon</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.164550</td>\n",
       "      <td>72.849460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Ghatkopar</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>1</td>\n",
       "      <td>19.086477</td>\n",
       "      <td>72.908956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Devipada</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>1</td>\n",
       "      <td>19.224720</td>\n",
       "      <td>72.866060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Borivali</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>1</td>\n",
       "      <td>19.229360</td>\n",
       "      <td>72.857510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Thakur village</td>\n",
       "      <td>0.048387</td>\n",
       "      <td>2</td>\n",
       "      <td>19.210200</td>\n",
       "      <td>72.875410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Vashi</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>2</td>\n",
       "      <td>19.084700</td>\n",
       "      <td>72.904840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>2</td>\n",
       "      <td>19.145560</td>\n",
       "      <td>72.948560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Mulund</td>\n",
       "      <td>0.040541</td>\n",
       "      <td>2</td>\n",
       "      <td>19.171850</td>\n",
       "      <td>72.955640</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Kanjurmarg</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>2</td>\n",
       "      <td>19.131400</td>\n",
       "      <td>72.935650</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Neighborhood  Shopping Mall  Cluster Labels   Latitude  \\\n",
       "0                     Andheri       0.000000               0  19.118483   \n",
       "26              Mogra Village       0.000000               0  26.135300   \n",
       "25                  Mira Road       0.000000               0  19.074161   \n",
       "24       Matharpacady, Mumbai       0.000000               0  19.044920   \n",
       "23                   Mankhurd       0.000000               0  19.048530   \n",
       "22  Mahavir Nagar (Kandivali)       0.000000               0  19.211952   \n",
       "21                      Kurla       0.000000               0  19.064940   \n",
       "20                      Kausa       0.000000               0  19.127560   \n",
       "30            Seven Bungalows       0.010000               0  19.128560   \n",
       "18                  Kandivali       0.000000               0  19.211952   \n",
       "17                     Kalyan       0.000000               0  18.953937   \n",
       "16                       Juhu       0.000000               0  19.014930   \n",
       "15                 Jogeshwari       0.000000               0  19.137900   \n",
       "14                 Grant Road       0.000000               0  18.959290   \n",
       "32               Sion, Mumbai       0.000000               0  19.046460   \n",
       "11   Eastern Suburbs (Mumbai)       0.000000               0  19.005389   \n",
       "10                   Dombivli       0.000000               0  19.212870   \n",
       "34       Tilak Nagar (Mumbai)       0.000000               0  18.996160   \n",
       "8                     Dahisar       0.000000               0  19.250030   \n",
       "7                     Chembur       0.010101               0  19.062200   \n",
       "6                     Charkop       0.000000               0  19.208660   \n",
       "3                      Bandra       0.000000               0  19.054220   \n",
       "2                  Baiganwadi       0.000000               0  19.062930   \n",
       "1             Anushakti Nagar       0.000000               0  19.042830   \n",
       "31                 Shil Phata       0.000000               0  19.146580   \n",
       "28                     Mumbra       0.000000               0  19.190560   \n",
       "29               Pestom sagar       0.023810               1  19.070630   \n",
       "36                   Vikhroli       0.030000               1  19.111090   \n",
       "37                     Wadala       0.021277               1  19.017160   \n",
       "39                      Worli       0.020000               1  19.007450   \n",
       "38   Western Suburbs (Mumbai)       0.011905               1  19.197000   \n",
       "13                   Goregaon       0.020000               1  19.164550   \n",
       "12                  Ghatkopar       0.025316               1  19.086477   \n",
       "9                    Devipada       0.022472               1  19.224720   \n",
       "5                    Borivali       0.020619               1  19.229360   \n",
       "33             Thakur village       0.048387               2  19.210200   \n",
       "35                      Vashi       0.040000               2  19.084700   \n",
       "4                     Bhandup       0.040000               2  19.145560   \n",
       "27                     Mulund       0.040541               2  19.171850   \n",
       "19                 Kanjurmarg       0.038462               2  19.131400   \n",
       "\n",
       "    Longitude  \n",
       "0   72.841774  \n",
       "26  73.054840  \n",
       "25  72.861670  \n",
       "24  72.867205  \n",
       "23  72.932200  \n",
       "22  72.837542  \n",
       "21  72.880730  \n",
       "20  72.825400  \n",
       "30  72.820850  \n",
       "18  72.837542  \n",
       "17  72.820367  \n",
       "16  72.845220  \n",
       "15  72.849410  \n",
       "14  72.831080  \n",
       "32  72.863130  \n",
       "11  72.855769  \n",
       "10  73.083240  \n",
       "34  72.852810  \n",
       "8   72.859080  \n",
       "7   72.902420  \n",
       "6   72.826120  \n",
       "3   72.840190  \n",
       "2   72.926660  \n",
       "1   72.927340  \n",
       "31  73.040050  \n",
       "28  73.022670  \n",
       "29  72.902200  \n",
       "36  72.927810  \n",
       "37  72.858130  \n",
       "39  72.816910  \n",
       "38  72.827630  \n",
       "13  72.849460  \n",
       "12  72.908956  \n",
       "9   72.866060  \n",
       "5   72.857510  \n",
       "33  72.875410  \n",
       "35  72.904840  \n",
       "4   72.948560  \n",
       "27  72.955640  \n",
       "19  72.935650  "
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# sort the results by Cluster Labels\n",
    "print(kl_merged.shape)\n",
    "kl_merged.sort_values([\"Cluster Labels\"], inplace=True)\n",
    "kl_merged"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualising resultant clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
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            circle_marker_b9be2f9b25d64d9e8e4f90264e97fb7f.bindPopup(popup_ee68026dff3941e2973b589c7d9494f9);

            
        
    
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}
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
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}
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
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}
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
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                var html_439fbbd21790414ab74cc54c4626fa44 = $('<div id="html_439fbbd21790414ab74cc54c4626fa44" style="width: 100.0%; height: 100.0%;">Worli - Cluster 1</div>')[0];
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            circle_marker_8da1c76cde5f4965bfd37f4b2569e5b5.bindPopup(popup_adc87819997a43ee8e44c3758ab87d2e);

            
        
    
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                {
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}
                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
            var popup_cde38ab6e41e452c92cb8bf29c017bec = L.popup({maxWidth: '300'});

            
                var html_4f5d124ee4bd4469811d2af6792c718d = $('<div id="html_4f5d124ee4bd4469811d2af6792c718d" style="width: 100.0%; height: 100.0%;">Western Suburbs (Mumbai) - Cluster 1</div>')[0];
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            circle_marker_48199a74d66c47a592816b7d3af14c76.bindPopup(popup_cde38ab6e41e452c92cb8bf29c017bec);

            
        
    
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            var popup_770cd72b7ddf4f06bba8caeb419899eb = L.popup({maxWidth: '300'});

            
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            var popup_7956f5bc537a42928c168527b87ddb78 = L.popup({maxWidth: '300'});

            
                var html_be03f16492ee49b98f8fadc866eaeeed = $('<div id="html_be03f16492ee49b98f8fadc866eaeeed" style="width: 100.0%; height: 100.0%;">Ghatkopar - Cluster 1</div>')[0];
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            circle_marker_49b6c6a2bd75428e8ce9c42b9d6737c5.bindPopup(popup_7956f5bc537a42928c168527b87ddb78);

            
        
    
            var circle_marker_05c1bed3393f47e6a3aef8082d97ac52 = L.circleMarker(
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                {
  "bubblingMouseEvents": true,
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  "dashOffset": null,
  "fill": true,
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  "lineCap": "round",
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                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
            var popup_252658cbc13a43c1b1b2a21c10eafe9b = L.popup({maxWidth: '300'});

            
                var html_14ed908d2ec04a99ba901cca40742c46 = $('<div id="html_14ed908d2ec04a99ba901cca40742c46" style="width: 100.0%; height: 100.0%;">Devipada - Cluster 1</div>')[0];
                popup_252658cbc13a43c1b1b2a21c10eafe9b.setContent(html_14ed908d2ec04a99ba901cca40742c46);
            

            circle_marker_05c1bed3393f47e6a3aef8082d97ac52.bindPopup(popup_252658cbc13a43c1b1b2a21c10eafe9b);

            
        
    
            var circle_marker_5bd7d32e22d143d7baed0f95c692867c = L.circleMarker(
                [19.229360000000042,72.85751000000005],
                {
  "bubblingMouseEvents": true,
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  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#8000ff",
  "fillOpacity": 0.7,
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  "lineCap": "round",
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                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
            var popup_6a3ad88d59084f5da47113880982a7dc = L.popup({maxWidth: '300'});

            
                var html_83ddd1ae1b0c405f90a828ebcede4fb7 = $('<div id="html_83ddd1ae1b0c405f90a828ebcede4fb7" style="width: 100.0%; height: 100.0%;">Borivali - Cluster 1</div>')[0];
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            circle_marker_5bd7d32e22d143d7baed0f95c692867c.bindPopup(popup_6a3ad88d59084f5da47113880982a7dc);

            
        
    
            var circle_marker_c8d5a15fc24945848e4fd585bce552de = L.circleMarker(
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                {
  "bubblingMouseEvents": true,
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  "fill": true,
  "fillColor": "#80ffb4",
  "fillOpacity": 0.7,
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  "lineCap": "round",
  "lineJoin": "round",
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            var popup_1d69f7f0628c4068a4f9b7838b7def8b = L.popup({maxWidth: '300'});

            
                var html_7a193d054199420a9c1b4b640d4c81f6 = $('<div id="html_7a193d054199420a9c1b4b640d4c81f6" style="width: 100.0%; height: 100.0%;">Thakur village - Cluster 2</div>')[0];
                popup_1d69f7f0628c4068a4f9b7838b7def8b.setContent(html_7a193d054199420a9c1b4b640d4c81f6);
            

            circle_marker_c8d5a15fc24945848e4fd585bce552de.bindPopup(popup_1d69f7f0628c4068a4f9b7838b7def8b);

            
        
    
            var circle_marker_27bfd09a630f438ba751e4123927a8e1 = L.circleMarker(
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                {
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  "dashOffset": null,
  "fill": true,
  "fillColor": "#80ffb4",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 5,
  "stroke": true,
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}
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            var popup_7f02e9e76700478a9619bb05c4dc4e74 = L.popup({maxWidth: '300'});

            
                var html_6d3cf4deb44241cbbaa4311010e5b35c = $('<div id="html_6d3cf4deb44241cbbaa4311010e5b35c" style="width: 100.0%; height: 100.0%;">Vashi - Cluster 2</div>')[0];
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            circle_marker_27bfd09a630f438ba751e4123927a8e1.bindPopup(popup_7f02e9e76700478a9619bb05c4dc4e74);

            
        
    
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            circle_marker_10bc674919cd4875a4392efa4c76158e.bindPopup(popup_e4a0b4eab33f4d26a38f653667cf525b);

            
        
    
            var circle_marker_46d060d2a2874bbba9fd82ca60f83543 = L.circleMarker(
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            var popup_a91465a1f9c04e44a729f2f84841ab9e = L.popup({maxWidth: '300'});

            
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                {
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  "fill": true,
  "fillColor": "#80ffb4",
  "fillOpacity": 0.7,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
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                ).addTo(map_a951a25162cb4d0491de2cde6bc0ae25);
            
    
            var popup_29c55081c419406aa5ad8152f3271633 = L.popup({maxWidth: '300'});

            
                var html_62ddfea86dff4ec4a8372e39aa9732c2 = $('<div id="html_62ddfea86dff4ec4a8372e39aa9732c2" style="width: 100.0%; height: 100.0%;">Kanjurmarg - Cluster 2</div>')[0];
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            circle_marker_85268b896a6246dc977aa15af07d80d0.bindPopup(popup_29c55081c419406aa5ad8152f3271633);

            
        
</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 0x7fe28d960e80>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map\n",
    "map_clusters = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# set color scheme for the clusters\n",
    "x = np.arange(kclusters)\n",
    "ys = [i+x+(i*x)**2 for i in range(kclusters)]\n",
    "colors_array = cm.rainbow(np.linspace(0, 1, len(ys)))\n",
    "rainbow = [colors.rgb2hex(i) for i in colors_array]\n",
    "\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(kl_merged['Latitude'], kl_merged['Longitude'], kl_merged['Neighborhood'], kl_merged['Cluster Labels']):\n",
    "    label = folium.Popup(str(poi) + ' - Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_clusters)\n",
    "       \n",
    "map_clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_clusters.save('map_clusters.html')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 8. Examine Clusters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cluster 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        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>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Andheri</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.118483</td>\n",
       "      <td>72.841774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Mogra Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>26.135300</td>\n",
       "      <td>73.054840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Mira Road</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.074161</td>\n",
       "      <td>72.861670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Matharpacady, Mumbai</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.044920</td>\n",
       "      <td>72.867205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Mankhurd</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.048530</td>\n",
       "      <td>72.932200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Mahavir Nagar (Kandivali)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.211952</td>\n",
       "      <td>72.837542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Kurla</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.064940</td>\n",
       "      <td>72.880730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Kausa</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.127560</td>\n",
       "      <td>72.825400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Seven Bungalows</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.128560</td>\n",
       "      <td>72.820850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Kandivali</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.211952</td>\n",
       "      <td>72.837542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Kalyan</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.953937</td>\n",
       "      <td>72.820367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Juhu</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.014930</td>\n",
       "      <td>72.845220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Jogeshwari</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.137900</td>\n",
       "      <td>72.849410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Grant Road</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.959290</td>\n",
       "      <td>72.831080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Sion, Mumbai</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.046460</td>\n",
       "      <td>72.863130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Eastern Suburbs (Mumbai)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.005389</td>\n",
       "      <td>72.855769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Dombivli</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.212870</td>\n",
       "      <td>73.083240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Tilak Nagar (Mumbai)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>18.996160</td>\n",
       "      <td>72.852810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Dahisar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.250030</td>\n",
       "      <td>72.859080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Chembur</td>\n",
       "      <td>0.010101</td>\n",
       "      <td>0</td>\n",
       "      <td>19.062200</td>\n",
       "      <td>72.902420</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Charkop</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.208660</td>\n",
       "      <td>72.826120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bandra</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.054220</td>\n",
       "      <td>72.840190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Baiganwadi</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.062930</td>\n",
       "      <td>72.926660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anushakti Nagar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.042830</td>\n",
       "      <td>72.927340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Shil Phata</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.146580</td>\n",
       "      <td>73.040050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Mumbra</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>19.190560</td>\n",
       "      <td>73.022670</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 Neighborhood  Shopping Mall  Cluster Labels   Latitude  \\\n",
       "0                     Andheri       0.000000               0  19.118483   \n",
       "26              Mogra Village       0.000000               0  26.135300   \n",
       "25                  Mira Road       0.000000               0  19.074161   \n",
       "24       Matharpacady, Mumbai       0.000000               0  19.044920   \n",
       "23                   Mankhurd       0.000000               0  19.048530   \n",
       "22  Mahavir Nagar (Kandivali)       0.000000               0  19.211952   \n",
       "21                      Kurla       0.000000               0  19.064940   \n",
       "20                      Kausa       0.000000               0  19.127560   \n",
       "30            Seven Bungalows       0.010000               0  19.128560   \n",
       "18                  Kandivali       0.000000               0  19.211952   \n",
       "17                     Kalyan       0.000000               0  18.953937   \n",
       "16                       Juhu       0.000000               0  19.014930   \n",
       "15                 Jogeshwari       0.000000               0  19.137900   \n",
       "14                 Grant Road       0.000000               0  18.959290   \n",
       "32               Sion, Mumbai       0.000000               0  19.046460   \n",
       "11   Eastern Suburbs (Mumbai)       0.000000               0  19.005389   \n",
       "10                   Dombivli       0.000000               0  19.212870   \n",
       "34       Tilak Nagar (Mumbai)       0.000000               0  18.996160   \n",
       "8                     Dahisar       0.000000               0  19.250030   \n",
       "7                     Chembur       0.010101               0  19.062200   \n",
       "6                     Charkop       0.000000               0  19.208660   \n",
       "3                      Bandra       0.000000               0  19.054220   \n",
       "2                  Baiganwadi       0.000000               0  19.062930   \n",
       "1             Anushakti Nagar       0.000000               0  19.042830   \n",
       "31                 Shil Phata       0.000000               0  19.146580   \n",
       "28                     Mumbra       0.000000               0  19.190560   \n",
       "\n",
       "    Longitude  \n",
       "0   72.841774  \n",
       "26  73.054840  \n",
       "25  72.861670  \n",
       "24  72.867205  \n",
       "23  72.932200  \n",
       "22  72.837542  \n",
       "21  72.880730  \n",
       "20  72.825400  \n",
       "30  72.820850  \n",
       "18  72.837542  \n",
       "17  72.820367  \n",
       "16  72.845220  \n",
       "15  72.849410  \n",
       "14  72.831080  \n",
       "32  72.863130  \n",
       "11  72.855769  \n",
       "10  73.083240  \n",
       "34  72.852810  \n",
       "8   72.859080  \n",
       "7   72.902420  \n",
       "6   72.826120  \n",
       "3   72.840190  \n",
       "2   72.926660  \n",
       "1   72.927340  \n",
       "31  73.040050  \n",
       "28  73.022670  "
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_merged.loc[kl_merged['Cluster Labels'] == 0]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cluster 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    }\n",
       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Pestom sagar</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>1</td>\n",
       "      <td>19.070630</td>\n",
       "      <td>72.902200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Vikhroli</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.111090</td>\n",
       "      <td>72.927810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Wadala</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>1</td>\n",
       "      <td>19.017160</td>\n",
       "      <td>72.858130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Worli</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.007450</td>\n",
       "      <td>72.816910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Western Suburbs (Mumbai)</td>\n",
       "      <td>0.011905</td>\n",
       "      <td>1</td>\n",
       "      <td>19.197000</td>\n",
       "      <td>72.827630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Goregaon</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>1</td>\n",
       "      <td>19.164550</td>\n",
       "      <td>72.849460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Ghatkopar</td>\n",
       "      <td>0.025316</td>\n",
       "      <td>1</td>\n",
       "      <td>19.086477</td>\n",
       "      <td>72.908956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Devipada</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>1</td>\n",
       "      <td>19.224720</td>\n",
       "      <td>72.866060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Borivali</td>\n",
       "      <td>0.020619</td>\n",
       "      <td>1</td>\n",
       "      <td>19.229360</td>\n",
       "      <td>72.857510</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Neighborhood  Shopping Mall  Cluster Labels   Latitude  \\\n",
       "29              Pestom sagar       0.023810               1  19.070630   \n",
       "36                  Vikhroli       0.030000               1  19.111090   \n",
       "37                    Wadala       0.021277               1  19.017160   \n",
       "39                     Worli       0.020000               1  19.007450   \n",
       "38  Western Suburbs (Mumbai)       0.011905               1  19.197000   \n",
       "13                  Goregaon       0.020000               1  19.164550   \n",
       "12                 Ghatkopar       0.025316               1  19.086477   \n",
       "9                   Devipada       0.022472               1  19.224720   \n",
       "5                   Borivali       0.020619               1  19.229360   \n",
       "\n",
       "    Longitude  \n",
       "29  72.902200  \n",
       "36  72.927810  \n",
       "37  72.858130  \n",
       "39  72.816910  \n",
       "38  72.827630  \n",
       "13  72.849460  \n",
       "12  72.908956  \n",
       "9   72.866060  \n",
       "5   72.857510  "
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_merged.loc[kl_merged['Cluster Labels'] == 1]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cluster 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\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>Neighborhood</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Cluster Labels</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Thakur village</td>\n",
       "      <td>0.048387</td>\n",
       "      <td>2</td>\n",
       "      <td>19.21020</td>\n",
       "      <td>72.87541</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Vashi</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>2</td>\n",
       "      <td>19.08470</td>\n",
       "      <td>72.90484</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhandup</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>2</td>\n",
       "      <td>19.14556</td>\n",
       "      <td>72.94856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Mulund</td>\n",
       "      <td>0.040541</td>\n",
       "      <td>2</td>\n",
       "      <td>19.17185</td>\n",
       "      <td>72.95564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Kanjurmarg</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>2</td>\n",
       "      <td>19.13140</td>\n",
       "      <td>72.93565</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Neighborhood  Shopping Mall  Cluster Labels  Latitude  Longitude\n",
       "33  Thakur village       0.048387               2  19.21020   72.87541\n",
       "35           Vashi       0.040000               2  19.08470   72.90484\n",
       "4          Bhandup       0.040000               2  19.14556   72.94856\n",
       "27          Mulund       0.040541               2  19.17185   72.95564\n",
       "19      Kanjurmarg       0.038462               2  19.13140   72.93565"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kl_merged.loc[kl_merged['Cluster Labels'] == 2]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Observations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From the above result, it is obvious that most of the shooping malls are present in cluster 2 neighbourhoods. The malls here face extreme competition. But since there are no to very few malls in cluster 0 and cluster 1 neighbourhoods,the malls built there would face no or very less competition. So, the ideal places to build new malls are neighbourhoods of cluter 0 and cluster 1. "
   ]
  }
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