clustering Toronto part 3 .ipynb

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      "Fetching package metadata ...............\n",
      "Solving package specifications: .\n",
      "\n",
      "# All requested packages already installed.\n",
      "# packages in environment at C:\\Users\\aghaz\\Anaconda2\\envs\\python3:\n",
      "#\n",
      "geopy                     1.20.0                     py_0    conda-forge\n"
     ]
    }
   ],
   "source": [
    "!conda install -c conda-forge geopy --yes       "
   ]
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   "metadata": {},
   "outputs": [
    {
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     "text": [
      "Fetching package metadata ...............\n",
      "Solving package specifications: .\n",
      "\n",
      "Package plan for installation in environment C:\\Users\\aghaz\\Anaconda2\\envs\\python3:\n",
      "\n",
      "The following NEW packages will be INSTALLED:\n",
      "\n",
      "    _anaconda_depends: 5.0.1-py36h8316230_2            \n",
      "    branca:            0.3.1-py_0           conda-forge\n",
      "    folium:            0.10.1-py_0          conda-forge\n",
      "    vincent:           0.4.4-py_1           conda-forge\n",
      "\n",
      "folium-0.10.1-   0% |                              | ETA:  --:--:--   0.00  B/s\n",
      "folium-0.10.1-  27% |########                       | ETA:  0:00:00   5.46 MB/s\n",
      "folium-0.10.1-  54% |################               | ETA:  0:00:00   2.34 MB/s\n",
      "folium-0.10.1-  81% |#########################      | ETA:  0:00:00   2.59 MB/s\n",
      "folium-0.10.1- 100% |###############################| ETA:  0:00:00   2.63 MB/s\n",
      "folium-0.10.1- 100% |###############################| Time: 0:00:00   2.52 MB/s\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!conda install -c conda-forge folium --yes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "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# uncomment this line if you haven't completed the Foursquare API lab\n",
    "from geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n",
    "\n",
    "import requests # library to handle requests\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",
    "\n",
    "import folium # map rendering library\n",
    "\n",
    "print('Libraries imported.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Malvern, Rouge</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek, Port Union, Rouge Hill</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood, Morningside, West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
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       "       Borough                           Neighbourhood   Latitude  Longitude\n",
       "0  Scarborough                          Malvern, Rouge  43.806686 -79.194353\n",
       "1  Scarborough  Highland Creek, Port Union, Rouge Hill  43.784535 -79.160497\n",
       "2  Scarborough       Guildwood, Morningside, West Hill  43.763573 -79.188711\n",
       "3  Scarborough                                  Woburn  43.770992 -79.216917\n",
       "4  Scarborough                               Cedarbrae  43.773136 -79.239476"
      ]
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     "execution_count": 2,
     "metadata": {},
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   ],
   "source": [
    "file = \"Toronto_task2.csv\" # toronto postal codes csv file which contains the longtitude and latitude acquired in part 2 \n",
    "Toronto_Df = pd.read_csv(file) \n",
    "Toronto_Df.head()"
   ]
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   "cell_type": "markdown",
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   "source": [
    "<b>using the geopy library we will get the coordinations of Toronto city just like we did it in the lap</b> "
   ]
  },
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   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
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     "output_type": "stream",
     "text": [
      "C:\\Users\\aghaz\\Anaconda2\\envs\\python3\\lib\\site-packages\\ipykernel_launcher.py:2: DeprecationWarning: Using Nominatim with the default \"geopy/1.20.0\" `user_agent` is strongly discouraged, as it violates Nominatim's ToS https://operations.osmfoundation.org/policies/nominatim/ and may possibly cause 403 and 429 HTTP errors. Please specify a custom `user_agent` with `Nominatim(user_agent=\"my-application\")` or by overriding the default `user_agent`: `geopy.geocoders.options.default_user_agent = \"my-application\"`. In geopy 2.0 this will become an exception.\n",
      "  \n"
     ]
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     "name": "stdout",
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     "text": [
      "The geograpical coordinate of Toronto are 43.653963, -79.387207.\n"
     ]
    }
   ],
   "source": [
    "address = \"Toronto, Ontario Canada\"\n",
    "geolocator = Nominatim()\n",
    "location =geolocator.geocode(address)\n",
    "latitude = location.latitude\n",
    "longitude= location.longitude\n",
    "print('The geograpical coordinate of Toronto are {}, {}.'.format(latitude, longitude))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> using the folium library and the latitude and longitude we will creat a map of Toronto "
   ]
  },
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   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "map_t = folium.Map(location=[latitude,longitude], zoom_start = 11)\n",
    "for lat , lng , borough, neighborhood in zip(Toronto_Df[\"Latitude\"], Toronto_Df[\"Longitude\"], Toronto_Df['Borough'],Toronto_Df['Neighbourhood']):\n",
    "    label = \"{}, {}\".format(neighborhood,borough)\n",
    "    label = folium.Popup(label, parse_html= True)\n",
    "    folium.CircleMarker(\n",
    "    [lat , lng],\n",
    "    radius = 4,\n",
    "    popup =label,\n",
    "    color =\"blue\",\n",
    "    fill = True,\n",
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    "    fill_opacity =0.5,\n",
    "    parse_html =False).add_to(map_t)\n",
    "    "
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   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
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</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 0x186fe4589b0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map_t"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "> working with only boroughs that contain the word \"Toronto\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Riverdale, The Danforth West</td>\n",
       "      <td>43.679557</td>\n",
       "      <td>-79.352188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>India Bazaar, The Beaches West</td>\n",
       "      <td>43.668999</td>\n",
       "      <td>-79.315572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>43.659526</td>\n",
       "      <td>-79.340923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>43.728020</td>\n",
       "      <td>-79.388790</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Borough                   Neighbourhood   Latitude  Longitude\n",
       "0     East Toronto                     The Beaches  43.676357 -79.293031\n",
       "1     East Toronto    Riverdale, The Danforth West  43.679557 -79.352188\n",
       "2     East Toronto  India Bazaar, The Beaches West  43.668999 -79.315572\n",
       "3     East Toronto                 Studio District  43.659526 -79.340923\n",
       "4  Central Toronto                   Lawrence Park  43.728020 -79.388790"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Toronto_only = Toronto_Df[Toronto_Df[\"Borough\"].str.contains(\"Toronto\")].reset_index(drop=True)\n",
    "Toronto_only.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "map_t = folium.Map(location=[latitude,longitude], zoom_start = 11)\n",
    "for lat , lng , borough, neighbourhood in zip(Toronto_only[\"Latitude\"], Toronto_only[\"Longitude\"], Toronto_only['Borough'],Toronto_only['Neighbourhood']):\n",
    "    label = \"{}, {}\".format(neighbourhood,borough)\n",
    "    label = folium.Popup(label, parse_html= True)\n",
    "    folium.CircleMarker(\n",
    "    [lat , lng],\n",
    "    radius = 4,\n",
    "    popup =label,\n",
    "    color =\"blue\",\n",
    "    fill = True,\n",
    "    fill_color=\"#3186cc\",\n",
    "    fill_opacity =0.5,\n",
    "    parse_html =False).add_to(map_t)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> above is the map for boroughs that contains the word Toronto in them "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
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</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 0x186fe817b38>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map_t"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> we can see how the pins are narrowed down to only the central, east and west of toronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we are going to start utilizing the Foursquare API to explore the neighborhoods and segment them.\n",
    "\n",
    "### Define Foursquare Credentials and Versio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your credentails:\n",
      "CLIENT_ID: 4SG4DO1SCKKLROYWANN01MDIHZQEBJUWZTEU4BHJ3IY2DLC3\n",
      "CLIENT_SECRET:J3YHQBM5QE1TEEHO22AITO5D2QIFPK4CDK2DMGZKI0SEQFSU\n"
     ]
    }
   ],
   "source": [
    "CLIENT_ID = '4SG4DO1SCKKLROYWANN01MDIHZQEBJUWZTEU4BHJ3IY2DLC3' # your Foursquare ID\n",
    "CLIENT_SECRET = 'J3YHQBM5QE1TEEHO22AITO5D2QIFPK4CDK2DMGZKI0SEQFSU' # 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": "markdown",
   "metadata": {},
   "source": [
    "## exploring the city of Toronto "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    ">url = 'https://api.foursquare.com/v2/venues/search?client_id={}&client_secret={}&ll={},{}&v={}&query={}&radius={}&limit={}'.format(CLIENT_ID, CLIENT_SECRET, latitude, longitude, VERSION,  radius, LIMIT) \n",
    "\n",
    "this url will be used to send querys to foursquare"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### creatig a function to repeat the same of process to all the neighborhoods in Toronto "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "global LIMIT\n",
    "LIMIT =30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=500):\n",
    "    venues_list=[]\n",
    "    for name, lat, lng in zip(names, latitudes, longitudes):\n",
    "        print(name)\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",
    "            lng, \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",
    "        venues_list.append([(\n",
    "            name, \n",
    "            lat, \n",
    "            lng, \n",
    "            v['venue']['name'], \n",
    "            v['venue']['location']['lat'], \n",
    "            v['venue']['location']['lng'],  \n",
    "            v['venue']['categories'][0]['name']) for v in results])\n",
    "\n",
    "    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])\n",
    "    nearby_venues.columns = ['Neighbourhood', \n",
    "                  'Neighbourhood Latitude', \n",
    "                  'Neighbourhood Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    \n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The Beaches\n",
      "Riverdale, The Danforth West\n",
      "India Bazaar, The Beaches West\n",
      "Studio District\n",
      "Lawrence Park\n",
      "Davisville North\n",
      "North Toronto West\n",
      "Davisville\n",
      "Moore Park, Summerhill East\n",
      "Deer Park, Forest Hill SE, Rathnelly, South Hill, Summerhill West\n",
      "Rosedale\n",
      "Cabbagetown, St. James Town\n",
      "Church and Wellesley\n",
      "Harbourfront\n",
      "Garden District, Ryerson\n",
      "St. James Town\n",
      "Berczy Park\n",
      "Central Bay Street\n",
      "Adelaide, King, Richmond\n",
      "Harbourfront East, Toronto Islands, Union Station\n",
      "Design Exchange, Toronto Dominion Centre\n",
      "Commerce Court, Victoria Hotel\n",
      "Roselawn\n",
      "Forest Hill North, Forest Hill West\n",
      "North Midtown, The Annex, Yorkville\n",
      "Harbord, University of Toronto\n",
      "Chinatown, Grange Park, Kensington Market\n",
      "Bathurst Quay, CN Tower, Harbourfront West, Island airport, King and Spadina, Railway Lands, South Niagara\n",
      "Stn A PO Boxes 25 The Esplanade\n",
      "First Canadian Place, Underground city\n",
      "Christie\n",
      "Dovercourt Village, Dufferin\n",
      "Little Portugal, Trinity\n",
      "Brockton, Exhibition Place, Parkdale Village\n",
      "High Park, The Junction South\n",
      "Parkdale, Roncesvalles\n",
      "Runnymede, Swansea\n",
      "Queen's Park\n",
      "Business Reply Mail Processing Centre 969 Eastern\n"
     ]
    }
   ],
   "source": [
    "\n",
    "Toronto_N = Toronto_only\n",
    "Toronto_V = getNearbyVenues(names=Toronto_N[\"Neighbourhood\"] , \n",
    "                           latitudes = Toronto_N[\"Latitude\"],\n",
    "                           longitudes = Toronto_N[\"Longitude\"] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(858, 7)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Toronto_V.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "        vertical-align: top;\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>Neighbourhood</th>\n",
       "      <th>Neighbourhood Latitude</th>\n",
       "      <th>Neighbourhood Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Glen Manor Ravine</td>\n",
       "      <td>43.676821</td>\n",
       "      <td>-79.293942</td>\n",
       "      <td>Trail</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>The Big Carrot Natural Food Market</td>\n",
       "      <td>43.678879</td>\n",
       "      <td>-79.297734</td>\n",
       "      <td>Health Food Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Grover Pub and Grub</td>\n",
       "      <td>43.679181</td>\n",
       "      <td>-79.297215</td>\n",
       "      <td>Pub</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Upper Beaches</td>\n",
       "      <td>43.680563</td>\n",
       "      <td>-79.292869</td>\n",
       "      <td>Neighborhood</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>Seaspray Restaurant</td>\n",
       "      <td>43.678888</td>\n",
       "      <td>-79.298167</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Neighbourhood  Neighbourhood Latitude  Neighbourhood Longitude  \\\n",
       "0   The Beaches               43.676357               -79.293031   \n",
       "1   The Beaches               43.676357               -79.293031   \n",
       "2   The Beaches               43.676357               -79.293031   \n",
       "3   The Beaches               43.676357               -79.293031   \n",
       "4   The Beaches               43.676357               -79.293031   \n",
       "\n",
       "                                Venue  Venue Latitude  Venue Longitude  \\\n",
       "0                   Glen Manor Ravine       43.676821       -79.293942   \n",
       "1  The Big Carrot Natural Food Market       43.678879       -79.297734   \n",
       "2                 Grover Pub and Grub       43.679181       -79.297215   \n",
       "3                       Upper Beaches       43.680563       -79.292869   \n",
       "4                 Seaspray Restaurant       43.678888       -79.298167   \n",
       "\n",
       "      Venue Category  \n",
       "0              Trail  \n",
       "1  Health Food Store  \n",
       "2                Pub  \n",
       "3       Neighborhood  \n",
       "4   Asian Restaurant  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Toronto_V.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Count of venues were returned for each Borough"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
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       "      <th>Adelaide, King, Richmond</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
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       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bathurst Quay, CN Tower, Harbourfront West, Island airport, King and Spadina, Railway Lands, South Niagara</th>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
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       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
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       "      <th>Berczy Park</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brockton, Exhibition Place, Parkdale Village</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Business Reply Mail Processing Centre 969 Eastern</th>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cabbagetown, St. James Town</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Central Bay Street</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chinatown, Grange Park, Kensington Market</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christie</th>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Church and Wellesley</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Commerce Court, Victoria Hotel</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Davisville</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Davisville North</th>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Deer Park, Forest Hill SE, Rathnelly, South Hill, Summerhill West</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>Design Exchange, Toronto Dominion Centre</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dovercourt Village, Dufferin</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>First Canadian Place, Underground city</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Forest Hill North, Forest Hill West</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Garden District, Ryerson</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Harbord, University of Toronto</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Harbourfront</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Harbourfront East, Toronto Islands, Union Station</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>High Park, The Junction South</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>India Bazaar, The Beaches West</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>Lawrence Park</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Little Portugal, Trinity</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Moore Park, Summerhill East</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Midtown, The Annex, Yorkville</th>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Toronto West</th>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Parkdale, Roncesvalles</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>Queen's Park</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Riverdale, The Danforth West</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rosedale</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Roselawn</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Runnymede, Swansea</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. James Town</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stn A PO Boxes 25 The Esplanade</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Studio District</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>The Beaches</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",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    Neighbourhood Latitude  \\\n",
       "Neighbourhood                                                                \n",
       "Adelaide, King, Richmond                                                30   \n",
       "Bathurst Quay, CN Tower, Harbourfront West, Isl...                      17   \n",
       "Berczy Park                                                             30   \n",
       "Brockton, Exhibition Place, Parkdale Village                            22   \n",
       "Business Reply Mail Processing Centre 969 Eastern                       16   \n",
       "Cabbagetown, St. James Town                                             30   \n",
       "Central Bay Street                                                      30   \n",
       "Chinatown, Grange Park, Kensington Market                               30   \n",
       "Christie                                                                17   \n",
       "Church and Wellesley                                                    30   \n",
       "Commerce Court, Victoria Hotel                                          30   \n",
       "Davisville                                                              30   \n",
       "Davisville North                                                         8   \n",
       "Deer Park, Forest Hill SE, Rathnelly, South Hil...                      15   \n",
       "Design Exchange, Toronto Dominion Centre                                30   \n",
       "Dovercourt Village, Dufferin                                            15   \n",
       "First Canadian Place, Underground city                                  30   \n",
       "Forest Hill North, Forest Hill West                                      4   \n",
       "Garden District, Ryerson                                                30   \n",
       "Harbord, University of Toronto                                          30   \n",
       "Harbourfront                                                            30   \n",
       "Harbourfront East, Toronto Islands, Union Station                       30   \n",
       "High Park, The Junction South                                           23   \n",
       "India Bazaar, The Beaches West                                          19   \n",
       "Lawrence Park                                                            4   \n",
       "Little Portugal, Trinity                                                30   \n",
       "Moore Park, Summerhill East                                              1   \n",
       "North Midtown, The Annex, Yorkville                                     24   \n",
       "North Toronto West                                                      20   \n",
       "Parkdale, Roncesvalles                                                  13   \n",
       "Queen's Park                                                            30   \n",
       "Riverdale, The Danforth West                                            30   \n",
       "Rosedale                                                                 4   \n",
       "Roselawn                                                                 1   \n",
       "Runnymede, Swansea                                                      30   \n",
       "St. James Town                                                          30   \n",
       "Stn A PO Boxes 25 The Esplanade                                         30   \n",
       "Studio District                                                         30   \n",
       "The Beaches                                                              5   \n",
       "\n",
       "                                                    Neighbourhood Longitude  \\\n",
       "Neighbourhood                                                                 \n",
       "Adelaide, King, Richmond                                                 30   \n",
       "Bathurst Quay, CN Tower, Harbourfront West, Isl...                       17   \n",
       "Berczy Park                                                              30   \n",
       "Brockton, Exhibition Place, Parkdale Village                             22   \n",
       "Business Reply Mail Processing Centre 969 Eastern                        16   \n",
       "Cabbagetown, St. James Town                                              30   \n",
       "Central Bay Street                                                       30   \n",
       "Chinatown, Grange Park, Kensington Market                                30   \n",
       "Christie                                                                 17   \n",
       "Church and Wellesley                                                     30   \n",
       "Commerce Court, Victoria Hotel                                           30   \n",
       "Davisville                                                               30   \n",
       "Davisville North                                                          8   \n",
       "Deer Park, Forest Hill SE, Rathnelly, South Hil...                       15   \n",
       "Design Exchange, Toronto Dominion Centre                                 30   \n",
       "Dovercourt Village, Dufferin                                             15   \n",
       "First Canadian Place, Underground city                                   30   \n",
       "Forest Hill North, Forest Hill West                                       4   \n",
       "Garden District, Ryerson                                                 30   \n",
       "Harbord, University of Toronto                                           30   \n",
       "Harbourfront                                                             30   \n",
       "Harbourfront East, Toronto Islands, Union Station                        30   \n",
       "High Park, The Junction South                                            23   \n",
       "India Bazaar, The Beaches West                                           19   \n",
       "Lawrence Park                                                             4   \n",
       "Little Portugal, Trinity                                                 30   \n",
       "Moore Park, Summerhill East                                               1   \n",
       "North Midtown, The Annex, Yorkville                                      24   \n",
       "North Toronto West                                                       20   \n",
       "Parkdale, Roncesvalles                                                   13   \n",
       "Queen's Park                                                             30   \n",
       "Riverdale, The Danforth West                                             30   \n",
       "Rosedale                                                                  4   \n",
       "Roselawn                                                                  1   \n",
       "Runnymede, Swansea                                                       30   \n",
       "St. James Town                                                           30   \n",
       "Stn A PO Boxes 25 The Esplanade                                          30   \n",
       "Studio District                                                          30   \n",
       "The Beaches                                                               5   \n",
       "\n",
       "                                                    Venue  Venue Latitude  \\\n",
       "Neighbourhood                                                               \n",
       "Adelaide, King, Richmond                               30              30   \n",
       "Bathurst Quay, CN Tower, Harbourfront West, Isl...     17              17   \n",
       "Berczy Park                                            30              30   \n",
       "Brockton, Exhibition Place, Parkdale Village           22              22   \n",
       "Business Reply Mail Processing Centre 969 Eastern      16              16   \n",
       "Cabbagetown, St. James Town                            30              30   \n",
       "Central Bay Street                                     30              30   \n",
       "Chinatown, Grange Park, Kensington Market              30              30   \n",
       "Christie                                               17              17   \n",
       "Church and Wellesley                                   30              30   \n",
       "Commerce Court, Victoria Hotel                         30              30   \n",
       "Davisville                                             30              30   \n",
       "Davisville North                                        8               8   \n",
       "Deer Park, Forest Hill SE, Rathnelly, South Hil...     15              15   \n",
       "Design Exchange, Toronto Dominion Centre               30              30   \n",
       "Dovercourt Village, Dufferin                           15              15   \n",
       "First Canadian Place, Underground city                 30              30   \n",
       "Forest Hill North, Forest Hill West                     4               4   \n",
       "Garden District, Ryerson                               30              30   \n",
       "Harbord, University of Toronto                         30              30   \n",
       "Harbourfront                                           30              30   \n",
       "Harbourfront East, Toronto Islands, Union Station      30              30   \n",
       "High Park, The Junction South                          23              23   \n",
       "India Bazaar, The Beaches West                         19              19   \n",
       "Lawrence Park                                           4               4   \n",
       "Little Portugal, Trinity                               30              30   \n",
       "Moore Park, Summerhill East                             1               1   \n",
       "North Midtown, The Annex, Yorkville                    24              24   \n",
       "North Toronto West                                     20              20   \n",
       "Parkdale, Roncesvalles                                 13              13   \n",
       "Queen's Park                                           30              30   \n",
       "Riverdale, The Danforth West                           30              30   \n",
       "Rosedale                                                4               4   \n",
       "Roselawn                                                1               1   \n",
       "Runnymede, Swansea                                     30              30   \n",
       "St. James Town                                         30              30   \n",
       "Stn A PO Boxes 25 The Esplanade                        30              30   \n",
       "Studio District                                        30              30   \n",
       "The Beaches                                             5               5   \n",
       "\n",
       "                                                    Venue Longitude  \\\n",
       "Neighbourhood                                                         \n",
       "Adelaide, King, Richmond                                         30   \n",
       "Bathurst Quay, CN Tower, Harbourfront West, Isl...               17   \n",
       "Berczy Park                                                      30   \n",
       "Brockton, Exhibition Place, Parkdale Village                     22   \n",
       "Business Reply Mail Processing Centre 969 Eastern                16   \n",
       "Cabbagetown, St. James Town                                      30   \n",
       "Central Bay Street                                               30   \n",
       "Chinatown, Grange Park, Kensington Market                        30   \n",
       "Christie                                                         17   \n",
       "Church and Wellesley                                             30   \n",
       "Commerce Court, Victoria Hotel                                   30   \n",
       "Davisville                                                       30   \n",
       "Davisville North                                                  8   \n",
       "Deer Park, Forest Hill SE, Rathnelly, South Hil...               15   \n",
       "Design Exchange, Toronto Dominion Centre                         30   \n",
       "Dovercourt Village, Dufferin                                     15   \n",
       "First Canadian Place, Underground city                           30   \n",
       "Forest Hill North, Forest Hill West                               4   \n",
       "Garden District, Ryerson                                         30   \n",
       "Harbord, University of Toronto                                   30   \n",
       "Harbourfront                                                     30   \n",
       "Harbourfront East, Toronto Islands, Union Station                30   \n",
       "High Park, The Junction South                                    23   \n",
       "India Bazaar, The Beaches West                                   19   \n",
       "Lawrence Park                                                     4   \n",
       "Little Portugal, Trinity                                         30   \n",
       "Moore Park, Summerhill East                                       1   \n",
       "North Midtown, The Annex, Yorkville                              24   \n",
       "North Toronto West                                               20   \n",
       "Parkdale, Roncesvalles                                           13   \n",
       "Queen's Park                                                     30   \n",
       "Riverdale, The Danforth West                                     30   \n",
       "Rosedale                                                          4   \n",
       "Roselawn                                                          1   \n",
       "Runnymede, Swansea                                               30   \n",
       "St. James Town                                                   30   \n",
       "Stn A PO Boxes 25 The Esplanade                                  30   \n",
       "Studio District                                                  30   \n",
       "The Beaches                                                       5   \n",
       "\n",
       "                                                    Venue Category  \n",
       "Neighbourhood                                                       \n",
       "Adelaide, King, Richmond                                        30  \n",
       "Bathurst Quay, CN Tower, Harbourfront West, Isl...              17  \n",
       "Berczy Park                                                     30  \n",
       "Brockton, Exhibition Place, Parkdale Village                    22  \n",
       "Business Reply Mail Processing Centre 969 Eastern               16  \n",
       "Cabbagetown, St. James Town                                     30  \n",
       "Central Bay Street                                              30  \n",
       "Chinatown, Grange Park, Kensington Market                       30  \n",
       "Christie                                                        17  \n",
       "Church and Wellesley                                            30  \n",
       "Commerce Court, Victoria Hotel                                  30  \n",
       "Davisville                                                      30  \n",
       "Davisville North                                                 8  \n",
       "Deer Park, Forest Hill SE, Rathnelly, South Hil...              15  \n",
       "Design Exchange, Toronto Dominion Centre                        30  \n",
       "Dovercourt Village, Dufferin                                    15  \n",
       "First Canadian Place, Underground city                          30  \n",
       "Forest Hill North, Forest Hill West                              4  \n",
       "Garden District, Ryerson                                        30  \n",
       "Harbord, University of Toronto                                  30  \n",
       "Harbourfront                                                    30  \n",
       "Harbourfront East, Toronto Islands, Union Station               30  \n",
       "High Park, The Junction South                                   23  \n",
       "India Bazaar, The Beaches West                                  19  \n",
       "Lawrence Park                                                    4  \n",
       "Little Portugal, Trinity                                        30  \n",
       "Moore Park, Summerhill East                                      1  \n",
       "North Midtown, The Annex, Yorkville                             24  \n",
       "North Toronto West                                              20  \n",
       "Parkdale, Roncesvalles                                          13  \n",
       "Queen's Park                                                    30  \n",
       "Riverdale, The Danforth West                                    30  \n",
       "Rosedale                                                         4  \n",
       "Roselawn                                                         1  \n",
       "Runnymede, Swansea                                              30  \n",
       "St. James Town                                                  30  \n",
       "Stn A PO Boxes 25 The Esplanade                                 30  \n",
       "Studio District                                                 30  \n",
       "The Beaches                                                      5  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Toronto_V.groupby('Neighbourhood').count()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### unique categories can be curated from all the returned venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 190 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('There are {} uniques categories.'.format(len(Toronto_V['Venue Category'].unique())))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analyze Each Borough Neighborhood"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Food Court</th>\n",
       "      <th>Airport Gate</th>\n",
       "      <th>Airport Lounge</th>\n",
       "      <th>Airport Service</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Workshop</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Boat or Ferry</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Candy Store</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Church</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Arts Building</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Construction &amp; Landscaping</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</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>Fountain</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>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Gluten-free Restaurant</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Greek Restaurant</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Health &amp; Beauty Service</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>IT Services</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</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>Opera House</th>\n",
       "      <th>Organic Grocery</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>Plane</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Poke Place</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Roof Deck</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Stadium</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>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",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Neighbourhood  Airport  Airport Food Court  Airport Gate  Airport Lounge  \\\n",
       "0   The Beaches        0                   0             0               0   \n",
       "1   The Beaches        0                   0             0               0   \n",
       "2   The Beaches        0                   0             0               0   \n",
       "3   The Beaches        0                   0             0               0   \n",
       "4   The Beaches        0                   0             0               0   \n",
       "\n",
       "   Airport Service  Airport Terminal  American Restaurant  Aquarium  \\\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",
       "   Art Gallery  Arts & Crafts Store  Asian Restaurant  Athletics & Sports  \\\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                 1                   0   \n",
       "\n",
       "   Auto Workshop  BBQ Joint  Baby Store  Bagel Shop  Bakery  Bank  Bar  \\\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",
       "   Basketball Stadium  Beer Bar  Beer Store  Belgian Restaurant  Bistro  \\\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",
       "   Boat or Ferry  Bookstore  Boutique  Breakfast Spot  Brewery  \\\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",
       "   Bubble Tea Shop  Burger Joint  Burrito Place  Bus Line  Butcher  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",
       "   Cajun / Creole Restaurant  Candy Store  Caribbean Restaurant  Cheese 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",
       "   Chinese Restaurant  Chocolate Shop  Church  Climbing Gym  Clothing Store  \\\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",
       "   Cocktail Bar  Coffee Shop  College Arts Building  College Gym  \\\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",
       "   Comfort Food Restaurant  Comic Shop  Concert Hall  \\\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",
       "   Construction & Landscaping  Convenience Store  Cosmetics 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",
       "   Coworking Space  Creperie  Cuban Restaurant  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  Dessert Shop  Diner  Dog Run  Donut 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",
       "   Dumpling Restaurant  Eastern European Restaurant  Electronics 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",
       "   Ethiopian Restaurant  Event Space  Falafel Restaurant  Farmers Market  \\\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",
       "   Fast Food Restaurant  Fish & Chips Shop  Fish Market  Flea Market  \\\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",
       "   Flower Shop  Food  Food & Drink Shop  Food Court  Food Truck  Fountain  \\\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",
       "   French Restaurant  Fried Chicken Joint  Fruit & Vegetable 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",
       "   Furniture / Home Store  Garden  Garden Center  Gas Station  Gastropub  \\\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",
       "   Gay Bar  General Entertainment  General Travel  Gift 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",
       "   Gluten-free Restaurant  Gourmet Shop  Greek Restaurant  Grocery Store  Gym  \\\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",
       "   Gym / Fitness Center  Harbor / Marina  Health & Beauty Service  \\\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",
       "   Health Food Store  Historic Site  History Museum  Hobby Shop  Hostel  \\\n",
       "0                  0              0               0           0       0   \n",
       "1                  1              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",
       "   Hotel  Hotel Bar  IT Services  Ice Cream Shop  Indian 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",
       "   Indie Movie Theater  Intersection  Italian Restaurant  Japanese 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",
       "   Jazz Club  Jewelry Store  Juice Bar  Korean Restaurant  Lake  \\\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",
       "   Latin American Restaurant  Light Rail Station  Liquor Store  Lounge  \\\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",
       "   Malay Restaurant  Market  Mexican Restaurant  Middle Eastern 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",
       "   Miscellaneous Shop  Modern European Restaurant  Monument / Landmark  \\\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",
       "   Movie Theater  Museum  Music Venue  Neighborhood  New American 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             1                        0   \n",
       "4              0       0            0             0                        0   \n",
       "\n",
       "   Nightclub  Noodle House  Opera House  Organic Grocery  Park  \\\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",
       "   Performing Arts Venue  Pet Store  Pharmacy  Pizza Place  Plane  Playground  \\\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",
       "   Plaza  Poke Place  Portuguese Restaurant  Pub  Ramen Restaurant  \\\n",
       "0      0           0                      0    0                 0   \n",
       "1      0           0                      0    0                 0   \n",
       "2      0           0                      0    1                 0   \n",
       "3      0           0                      0    0                 0   \n",
       "4      0           0                      0    0                 0   \n",
       "\n",
       "   Record Shop  Rental Car Location  Restaurant  Roof Deck  Salad Place  \\\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",
       "   Salon / Barbershop  Sandwich Place  Sculpture Garden  Seafood 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",
       "   Skate Park  Skating Rink  Smoke Shop  Spa  Speakeasy  Sporting Goods Shop  \\\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",
       "   Sports Bar  Stadium  Stationery Store  Steakhouse  Supermarket  \\\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",
       "   Sushi Restaurant  Swim School  Taco Place  Tailor 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",
       "   Taiwanese Restaurant  Tea Room  Thai Restaurant  Theater  Theme 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",
       "   Toy / Game Store  Trail  Train Station  Vegetarian / Vegan Restaurant  \\\n",
       "0                 0      1              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",
       "   Video Game Store  Vietnamese Restaurant  Wine Bar  Wine Shop  Yoga Studio  \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  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T_onehot = pd.get_dummies(Toronto_V[['Venue Category']], prefix=\"\", prefix_sep=\"\")\n",
    "T_onehot['Neighbourhood'] = Toronto_V['Neighbourhood']\n",
    "fixed_columns = [T_onehot.columns[-1]] + list(T_onehot.columns[:-1])\n",
    "T_onehot =T_onehot[fixed_columns]\n",
    "T_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(858, 191)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T_onehot.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Airport</th>\n",
       "      <th>Airport Food Court</th>\n",
       "      <th>Airport Gate</th>\n",
       "      <th>Airport Lounge</th>\n",
       "      <th>Airport Service</th>\n",
       "      <th>Airport Terminal</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Workshop</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Boat or Ferry</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Candy Store</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Church</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Arts Building</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Construction &amp; Landscaping</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</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>Fountain</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>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Gluten-free Restaurant</th>\n",
       "      <th>Gourmet Shop</th>\n",
       "      <th>Greek Restaurant</th>\n",
       "      <th>Grocery Store</th>\n",
       "      <th>Gym</th>\n",
       "      <th>Gym / Fitness Center</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Health &amp; Beauty Service</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>IT Services</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</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>Opera House</th>\n",
       "      <th>Organic Grocery</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>Plane</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Poke Place</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Roof Deck</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Stadium</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Adelaide, King, Richmond</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.033333</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.033333</td>\n",
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       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Bathurst Quay, CN Tower, Harbourfront West, Is...</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.117647</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>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.066667</td>\n",
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       "      <td>0.033333</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
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       "      <td>0.045455</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Cabbagetown, St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>6</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>Chinatown, Grange Park, Kensington Market</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>Davisville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</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>0.0</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>12</th>\n",
       "      <td>Davisville North</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
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       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.066667</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>0.0000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.0</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.133333</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
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       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <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",
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       "      <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>0.033333</td>\n",
       "      <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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
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       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <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>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</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>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>16</th>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>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>17</th>\n",
       "      <td>Forest Hill North, Forest Hill West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>18</th>\n",
       "      <td>Garden District, Ryerson</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</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>0.000000</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>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>19</th>\n",
       "      <td>Harbord, University of Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.066667</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",
       "      <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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>Harbourfront</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
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       "      <td>0.066667</td>\n",
       "      <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",
       "      <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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Harbourfront East, Toronto Islands, Union Station</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>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <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",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.033333</td>\n",
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       "      <td>0.033333</td>\n",
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       "      <td>0.033333</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.033333</td>\n",
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       "      <td>0.000000</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>0.000000</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>High Park, The Junction South</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>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>India Bazaar, The Beaches West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</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>0.052632</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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</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",
       "      <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",
       "      <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",
       "      <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>0.000000</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",
       "      <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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>25</th>\n",
       "      <td>Little Portugal, Trinity</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>North Midtown, The Annex, Yorkville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.041667</td>\n",
       "      <td>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>28</th>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</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>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.050000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Parkdale, Roncesvalles</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</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>0.076923</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</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>0.076923</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Riverdale, The Danforth West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</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>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Rosedale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>33</th>\n",
       "      <td>Roselawn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>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>St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.066667</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>36</th>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</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>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>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>37</th>\n",
       "      <td>Studio District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.033333</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.200000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Neighbourhood   Airport  \\\n",
       "0                            Adelaide, King, Richmond  0.000000   \n",
       "1   Bathurst Quay, CN Tower, Harbourfront West, Is...  0.058824   \n",
       "2                                         Berczy Park  0.000000   \n",
       "3        Brockton, Exhibition Place, Parkdale Village  0.000000   \n",
       "4   Business Reply Mail Processing Centre 969 Eastern  0.000000   \n",
       "5                         Cabbagetown, St. James Town  0.000000   \n",
       "6                                  Central Bay Street  0.000000   \n",
       "7           Chinatown, Grange Park, Kensington Market  0.000000   \n",
       "8                                            Christie  0.000000   \n",
       "9                                Church and Wellesley  0.000000   \n",
       "10                     Commerce Court, Victoria Hotel  0.000000   \n",
       "11                                         Davisville  0.000000   \n",
       "12                                   Davisville North  0.000000   \n",
       "13  Deer Park, Forest Hill SE, Rathnelly, South Hi...  0.000000   \n",
       "14           Design Exchange, Toronto Dominion Centre  0.000000   \n",
       "15                       Dovercourt Village, Dufferin  0.000000   \n",
       "16             First Canadian Place, Underground city  0.000000   \n",
       "17                Forest Hill North, Forest Hill West  0.000000   \n",
       "18                           Garden District, Ryerson  0.000000   \n",
       "19                     Harbord, University of Toronto  0.000000   \n",
       "20                                       Harbourfront  0.000000   \n",
       "21  Harbourfront East, Toronto Islands, Union Station  0.000000   \n",
       "22                      High Park, The Junction South  0.000000   \n",
       "23                     India Bazaar, The Beaches West  0.000000   \n",
       "24                                      Lawrence Park  0.000000   \n",
       "25                           Little Portugal, Trinity  0.000000   \n",
       "26                        Moore Park, Summerhill East  0.000000   \n",
       "27                North Midtown, The Annex, Yorkville  0.000000   \n",
       "28                                 North Toronto West  0.000000   \n",
       "29                             Parkdale, Roncesvalles  0.000000   \n",
       "30                                       Queen's Park  0.000000   \n",
       "31                       Riverdale, The Danforth West  0.000000   \n",
       "32                                           Rosedale  0.000000   \n",
       "33                                           Roselawn  0.000000   \n",
       "34                                 Runnymede, Swansea  0.000000   \n",
       "35                                     St. James Town  0.000000   \n",
       "36                    Stn A PO Boxes 25 The Esplanade  0.000000   \n",
       "37                                    Studio District  0.000000   \n",
       "38                                        The Beaches  0.000000   \n",
       "\n",
       "    Airport Food Court  Airport Gate  Airport Lounge  Airport Service  \\\n",
       "0             0.000000      0.000000        0.000000         0.000000   \n",
       "1             0.058824      0.058824        0.117647         0.176471   \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      0.000000        0.000000         0.000000   \n",
       "19            0.000000      0.000000        0.000000         0.000000   \n",
       "20            0.000000      0.000000        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      0.000000        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            0.000000      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         0.000000   \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        0.000000         0.000000   \n",
       "\n",
       "    Airport Terminal  American Restaurant  Aquarium  Art Gallery  \\\n",
       "0           0.000000             0.033333  0.000000     0.000000   \n",
       "1           0.117647             0.000000  0.000000     0.000000   \n",
       "2           0.000000             0.000000  0.000000     0.033333   \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             0.033333  0.000000     0.033333   \n",
       "11          0.000000             0.000000  0.000000     0.000000   \n",
       "12          0.000000             0.000000  0.000000     0.000000   \n",
       "13          0.000000             0.066667  0.000000     0.000000   \n",
       "14          0.000000             0.033333  0.000000     0.033333   \n",
       "15          0.000000             0.000000  0.000000     0.000000   \n",
       "16          0.000000             0.033333  0.000000     0.033333   \n",
       "17          0.000000             0.000000  0.000000     0.000000   \n",
       "18          0.000000             0.033333  0.000000     0.000000   \n",
       "19          0.000000             0.000000  0.000000     0.000000   \n",
       "20          0.000000             0.000000  0.000000     0.000000   \n",
       "21          0.000000             0.000000  0.033333     0.033333   \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     0.033333   \n",
       "26          0.000000             0.000000  0.000000     0.000000   \n",
       "27          0.000000             0.041667  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  0.000000     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     0.000000   \n",
       "34          0.000000             0.000000  0.000000     0.000000   \n",
       "35          0.000000             0.033333  0.000000     0.000000   \n",
       "36          0.000000             0.000000  0.000000     0.033333   \n",
       "37          0.000000             0.066667  0.000000     0.000000   \n",
       "38          0.000000             0.000000  0.000000     0.000000   \n",
       "\n",
       "    Arts & Crafts Store  Asian Restaurant  Athletics & Sports  Auto Workshop  \\\n",
       "0              0.000000          0.066667            0.000000         0.0000   \n",
       "1              0.000000          0.000000            0.000000         0.0000   \n",
       "2              0.000000          0.000000            0.000000         0.0000   \n",
       "3              0.000000          0.000000            0.000000         0.0000   \n",
       "4              0.000000          0.000000            0.000000         0.0625   \n",
       "5              0.000000          0.000000            0.000000         0.0000   \n",
       "6              0.000000          0.000000            0.000000         0.0000   \n",
       "7              0.033333          0.000000            0.000000         0.0000   \n",
       "8              0.000000          0.000000            0.058824         0.0000   \n",
       "9              0.000000          0.000000            0.000000         0.0000   \n",
       "10             0.000000          0.000000            0.000000         0.0000   \n",
       "11             0.000000          0.000000            0.000000         0.0000   \n",
       "12             0.000000          0.000000            0.000000         0.0000   \n",
       "13             0.000000          0.000000            0.000000         0.0000   \n",
       "14             0.000000          0.000000            0.000000         0.0000   \n",
       "15             0.000000          0.000000            0.000000         0.0000   \n",
       "16             0.000000          0.033333            0.000000         0.0000   \n",
       "17             0.000000          0.000000            0.000000         0.0000   \n",
       "18             0.000000          0.000000            0.000000         0.0000   \n",
       "19             0.000000          0.000000            0.000000         0.0000   \n",
       "20             0.000000          0.000000            0.000000         0.0000   \n",
       "21             0.000000          0.000000            0.000000         0.0000   \n",
       "22             0.043478          0.000000            0.000000         0.0000   \n",
       "23             0.000000          0.000000            0.000000         0.0000   \n",
       "24             0.000000          0.000000            0.000000         0.0000   \n",
       "25             0.000000          0.100000            0.000000         0.0000   \n",
       "26             0.000000          0.000000            0.000000         0.0000   \n",
       "27             0.000000          0.000000            0.000000         0.0000   \n",
       "28             0.000000          0.000000            0.000000         0.0000   \n",
       "29             0.000000          0.000000            0.000000         0.0000   \n",
       "30             0.033333          0.000000            0.000000         0.0000   \n",
       "31             0.000000          0.000000            0.000000         0.0000   \n",
       "32             0.000000          0.000000            0.000000         0.0000   \n",
       "33             0.000000          0.000000            0.000000         0.0000   \n",
       "34             0.000000          0.000000            0.000000         0.0000   \n",
       "35             0.000000          0.000000            0.000000         0.0000   \n",
       "36             0.000000          0.000000            0.000000         0.0000   \n",
       "37             0.000000          0.000000            0.000000         0.0000   \n",
       "38             0.000000          0.200000            0.000000         0.0000   \n",
       "\n",
       "    BBQ Joint  Baby Store  Bagel Shop    Bakery      Bank       Bar  \\\n",
       "0    0.000000    0.000000    0.000000  0.000000  0.000000  0.033333   \n",
       "1    0.000000    0.000000    0.000000  0.000000  0.000000  0.058824   \n",
       "2    0.000000    0.000000    0.000000  0.066667  0.000000  0.000000   \n",
       "3    0.000000    0.000000    0.000000  0.045455  0.000000  0.045455   \n",
       "4    0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "5    0.000000    0.000000    0.000000  0.033333  0.033333  0.000000   \n",
       "6    0.000000    0.000000    0.000000  0.000000  0.000000  0.033333   \n",
       "7    0.000000    0.000000    0.000000  0.066667  0.000000  0.033333   \n",
       "8    0.000000    0.058824    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  0.033333  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  0.000000   \n",
       "13   0.000000    0.000000    0.066667  0.000000  0.000000  0.000000   \n",
       "14   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "15   0.000000    0.000000    0.000000  0.133333  0.066667  0.066667   \n",
       "16   0.000000    0.000000    0.000000  0.033333  0.000000  0.033333   \n",
       "17   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "18   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "19   0.000000    0.000000    0.000000  0.066667  0.000000  0.066667   \n",
       "20   0.000000    0.000000    0.000000  0.100000  0.000000  0.000000   \n",
       "21   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "22   0.000000    0.000000    0.000000  0.043478  0.000000  0.086957   \n",
       "23   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "24   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "25   0.000000    0.000000    0.000000  0.033333  0.000000  0.133333   \n",
       "26   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "27   0.041667    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "28   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "29   0.000000    0.000000    0.000000  0.000000  0.000000  0.076923   \n",
       "30   0.000000    0.000000    0.000000  0.000000  0.000000  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    0.000000  0.000000  0.000000  0.000000   \n",
       "34   0.000000    0.000000    0.000000  0.000000  0.000000  0.033333   \n",
       "35   0.033333    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "36   0.000000    0.000000    0.000000  0.033333  0.000000  0.000000   \n",
       "37   0.000000    0.000000    0.000000  0.066667  0.000000  0.000000   \n",
       "38   0.000000    0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "\n",
       "    Basketball Stadium  Beer Bar  Beer Store  Belgian Restaurant    Bistro  \\\n",
       "0             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "1             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "2             0.033333  0.066667    0.000000            0.000000  0.033333   \n",
       "3             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "4             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "5             0.000000  0.000000    0.033333            0.000000  0.000000   \n",
       "6             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "7             0.000000  0.000000    0.000000            0.033333  0.000000   \n",
       "8             0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "9             0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "10            0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "11            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "12            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "13            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "14            0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "15            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "16            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "17            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "18            0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "19            0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "20            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "21            0.033333  0.000000    0.000000            0.000000  0.033333   \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  0.000000    0.000000            0.000000  0.000000   \n",
       "25            0.000000  0.000000    0.033333            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  0.033333    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            0.000000  0.000000   \n",
       "33            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "34            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "35            0.000000  0.033333    0.000000            0.000000  0.000000   \n",
       "36            0.000000  0.066667    0.000000            0.000000  0.000000   \n",
       "37            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "38            0.000000  0.000000    0.000000            0.000000  0.000000   \n",
       "\n",
       "    Boat or Ferry  Bookstore  Boutique  Breakfast Spot   Brewery  \\\n",
       "0        0.000000   0.000000  0.000000        0.033333  0.000000   \n",
       "1        0.058824   0.000000  0.058824        0.000000  0.000000   \n",
       "2        0.000000   0.000000  0.000000        0.033333  0.000000   \n",
       "3        0.000000   0.000000  0.000000        0.090909  0.000000   \n",
       "4        0.000000   0.000000  0.000000        0.000000  0.062500   \n",
       "5        0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "6        0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "7        0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "8        0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "9        0.000000   0.033333  0.000000        0.033333  0.000000   \n",
       "10       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "11       0.000000   0.000000  0.000000        0.000000  0.033333   \n",
       "12       0.000000   0.000000  0.000000        0.125000  0.000000   \n",
       "13       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "14       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "15       0.000000   0.000000  0.000000        0.000000  0.066667   \n",
       "16       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "17       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "18       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "19       0.000000   0.066667  0.000000        0.000000  0.000000   \n",
       "20       0.000000   0.000000  0.000000        0.066667  0.000000   \n",
       "21       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "22       0.000000   0.043478  0.000000        0.000000  0.000000   \n",
       "23       0.000000   0.000000  0.000000        0.000000  0.052632   \n",
       "24       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "25       0.000000   0.000000  0.000000        0.000000  0.033333   \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   0.076923  0.000000        0.076923  0.000000   \n",
       "30       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "31       0.000000   0.033333  0.000000        0.000000  0.033333   \n",
       "32       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "33       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "34       0.000000   0.033333  0.000000        0.000000  0.000000   \n",
       "35       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "36       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "37       0.000000   0.033333  0.000000        0.000000  0.033333   \n",
       "38       0.000000   0.000000  0.000000        0.000000  0.000000   \n",
       "\n",
       "    Bubble Tea Shop  Burger Joint  Burrito Place  Bus Line   Butcher  \\\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       0.045455      0.00  0.000000   \n",
       "4          0.000000      0.000000       0.062500      0.00  0.062500   \n",
       "5          0.000000      0.000000       0.000000      0.00  0.033333   \n",
       "6          0.066667      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  0.000000   \n",
       "9          0.033333      0.066667       0.000000      0.00  0.000000   \n",
       "10         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "11         0.000000      0.000000       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      0.000000       0.000000      0.00  0.000000   \n",
       "15         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "16         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "17         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "18         0.000000      0.033333       0.033333      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         0.033333      0.000000       0.000000      0.00  0.000000   \n",
       "22         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "23         0.000000      0.052632       0.052632      0.00  0.000000   \n",
       "24         0.000000      0.000000       0.000000      0.25  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      0.041667       0.000000      0.00  0.000000   \n",
       "28         0.000000      0.050000       0.000000      0.00  0.000000   \n",
       "29         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "30         0.000000      0.033333       0.033333      0.00  0.000000   \n",
       "31         0.033333      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       0.033333      0.00  0.000000   \n",
       "35         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "36         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "37         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "38         0.000000      0.000000       0.000000      0.00  0.000000   \n",
       "\n",
       "        Café  Cajun / Creole Restaurant  Candy Store  Caribbean Restaurant  \\\n",
       "0   0.033333                   0.000000     0.000000              0.000000   \n",
       "1   0.000000                   0.000000     0.000000              0.000000   \n",
       "2   0.066667                   0.000000     0.000000              0.000000   \n",
       "3   0.136364                   0.000000     0.000000              0.000000   \n",
       "4   0.000000                   0.000000     0.000000              0.000000   \n",
       "5   0.066667                   0.000000     0.000000              0.033333   \n",
       "6   0.066667                   0.000000     0.000000              0.000000   \n",
       "7   0.166667                   0.000000     0.000000              0.033333   \n",
       "8   0.176471                   0.000000     0.058824              0.000000   \n",
       "9   0.000000                   0.000000     0.000000              0.000000   \n",
       "10  0.166667                   0.000000     0.000000              0.000000   \n",
       "11  0.066667                   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  0.100000                   0.000000     0.000000              0.000000   \n",
       "15  0.066667                   0.000000     0.000000              0.000000   \n",
       "16  0.133333                   0.000000     0.000000              0.000000   \n",
       "17  0.000000                   0.000000     0.000000              0.000000   \n",
       "18  0.066667                   0.000000     0.000000              0.000000   \n",
       "19  0.133333                   0.000000     0.000000              0.000000   \n",
       "20  0.066667                   0.000000     0.000000              0.000000   \n",
       "21  0.066667                   0.000000     0.000000              0.000000   \n",
       "22  0.086957                   0.043478     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  0.125000                   0.000000     0.000000              0.000000   \n",
       "28  0.050000                   0.000000     0.000000              0.000000   \n",
       "29  0.000000                   0.000000     0.000000              0.000000   \n",
       "30  0.033333                   0.000000     0.000000              0.000000   \n",
       "31  0.000000                   0.000000     0.000000              0.033333   \n",
       "32  0.000000                   0.000000     0.000000              0.000000   \n",
       "33  0.000000                   0.000000     0.000000              0.000000   \n",
       "34  0.100000                   0.000000     0.000000              0.000000   \n",
       "35  0.066667                   0.000000     0.000000              0.000000   \n",
       "36  0.066667                   0.000000     0.000000              0.000000   \n",
       "37  0.133333                   0.000000     0.000000              0.000000   \n",
       "38  0.000000                   0.000000     0.000000              0.000000   \n",
       "\n",
       "    Cheese Shop  Chinese Restaurant  Chocolate Shop    Church  Climbing Gym  \\\n",
       "0      0.000000            0.000000        0.000000  0.000000      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  0.000000      0.045455   \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            0.066667        0.000000  0.000000      0.000000   \n",
       "7      0.033333            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      0.000000   \n",
       "10     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "11     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "12     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "13     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "14     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "15     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "16     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "17     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "18     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "19     0.000000            0.033333        0.000000  0.000000      0.000000   \n",
       "20     0.000000            0.000000        0.033333  0.000000      0.000000   \n",
       "21     0.000000            0.033333        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            0.000000        0.000000  0.000000      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            0.050000        0.000000  0.000000      0.000000   \n",
       "29     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "30     0.000000            0.033333        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  0.000000      0.000000   \n",
       "33     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "34     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "35     0.000000            0.000000        0.000000  0.033333      0.000000   \n",
       "36     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "37     0.033333            0.000000        0.000000  0.000000      0.000000   \n",
       "38     0.000000            0.000000        0.000000  0.000000      0.000000   \n",
       "\n",
       "    Clothing Store  Cocktail Bar  Coffee Shop  College Arts Building  \\\n",
       "0         0.000000      0.000000     0.033333               0.000000   \n",
       "1         0.000000      0.000000     0.000000               0.000000   \n",
       "2         0.000000      0.066667     0.066667               0.000000   \n",
       "3         0.000000      0.000000     0.090909               0.000000   \n",
       "4         0.000000      0.000000     0.000000               0.000000   \n",
       "5         0.000000      0.000000     0.066667               0.000000   \n",
       "6         0.000000      0.000000     0.233333               0.000000   \n",
       "7         0.000000      0.033333     0.033333               0.000000   \n",
       "8         0.000000      0.000000     0.058824               0.000000   \n",
       "9         0.000000      0.000000     0.033333               0.000000   \n",
       "10        0.000000      0.000000     0.133333               0.000000   \n",
       "11        0.000000      0.000000     0.066667               0.000000   \n",
       "12        0.000000      0.000000     0.000000               0.000000   \n",
       "13        0.000000      0.000000     0.133333               0.000000   \n",
       "14        0.000000      0.000000     0.166667               0.000000   \n",
       "15        0.000000      0.000000     0.000000               0.000000   \n",
       "16        0.000000      0.000000     0.100000               0.000000   \n",
       "17        0.000000      0.000000     0.000000               0.000000   \n",
       "18        0.066667      0.000000     0.100000               0.000000   \n",
       "19        0.000000      0.000000     0.000000               0.033333   \n",
       "20        0.000000      0.000000     0.200000               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     0.052632               0.000000   \n",
       "24        0.000000      0.000000     0.000000               0.000000   \n",
       "25        0.000000      0.033333     0.000000               0.000000   \n",
       "26        0.000000      0.000000     0.000000               0.000000   \n",
       "27        0.000000      0.000000     0.083333               0.000000   \n",
       "28        0.150000      0.000000     0.100000               0.000000   \n",
       "29        0.000000      0.000000     0.076923               0.000000   \n",
       "30        0.000000      0.000000     0.200000               0.000000   \n",
       "31        0.000000      0.000000     0.033333               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     0.066667               0.000000   \n",
       "35        0.000000      0.000000     0.100000               0.000000   \n",
       "36        0.000000      0.066667     0.033333               0.000000   \n",
       "37        0.000000      0.000000     0.100000               0.000000   \n",
       "38        0.000000      0.000000     0.000000               0.000000   \n",
       "\n",
       "    College Gym  Comfort Food Restaurant  Comic Shop  Concert Hall  \\\n",
       "0      0.000000                 0.000000    0.000000      0.033333   \n",
       "1      0.000000                 0.000000    0.000000      0.000000   \n",
       "2      0.000000                 0.000000    0.000000      0.033333   \n",
       "3      0.000000                 0.000000    0.000000      0.000000   \n",
       "4      0.000000                 0.000000    0.062500      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                 0.033333    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      0.033333   \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                 0.000000    0.033333      0.000000   \n",
       "19     0.033333                 0.033333    0.000000      0.000000   \n",
       "20     0.000000                 0.000000    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                 0.000000    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     0.000000                 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      0.000000   \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      0.033333   \n",
       "37     0.000000                 0.033333    0.000000      0.000000   \n",
       "38     0.000000                 0.000000    0.000000      0.000000   \n",
       "\n",
       "    Construction & Landscaping  Convenience Store  Cosmetics Shop  \\\n",
       "0                         0.00           0.000000        0.000000   \n",
       "1                         0.00           0.000000        0.000000   \n",
       "2                         0.00           0.000000        0.000000   \n",
       "3                         0.00           0.045455        0.000000   \n",
       "4                         0.00           0.000000        0.000000   \n",
       "5                         0.00           0.000000        0.000000   \n",
       "6                         0.00           0.000000        0.000000   \n",
       "7                         0.00           0.000000        0.000000   \n",
       "8                         0.00           0.000000        0.000000   \n",
       "9                         0.00           0.000000        0.000000   \n",
       "10                        0.00           0.000000        0.000000   \n",
       "11                        0.00           0.000000        0.000000   \n",
       "12                        0.00           0.125000        0.000000   \n",
       "13                        0.00           0.000000        0.000000   \n",
       "14                        0.00           0.000000        0.000000   \n",
       "15                        0.00           0.000000        0.000000   \n",
       "16                        0.00           0.000000        0.000000   \n",
       "17                        0.00           0.000000        0.000000   \n",
       "18                        0.00           0.000000        0.000000   \n",
       "19                        0.00           0.000000        0.000000   \n",
       "20                        0.00           0.000000        0.000000   \n",
       "21                        0.00           0.000000        0.000000   \n",
       "22                        0.00           0.000000        0.000000   \n",
       "23                        0.00           0.000000        0.000000   \n",
       "24                        0.25           0.000000        0.000000   \n",
       "25                        0.00           0.000000        0.000000   \n",
       "26                        0.00           0.000000        0.000000   \n",
       "27                        0.00           0.041667        0.041667   \n",
       "28                        0.00           0.000000        0.000000   \n",
       "29                        0.00           0.000000        0.000000   \n",
       "30                        0.00           0.000000        0.000000   \n",
       "31                        0.00           0.000000        0.033333   \n",
       "32                        0.00           0.000000        0.000000   \n",
       "33                        0.00           0.000000        0.000000   \n",
       "34                        0.00           0.000000        0.000000   \n",
       "35                        0.00           0.000000        0.033333   \n",
       "36                        0.00           0.000000        0.000000   \n",
       "37                        0.00           0.000000        0.000000   \n",
       "38                        0.00           0.000000        0.000000   \n",
       "\n",
       "    Coworking Space  Creperie  Cuban Restaurant  Dance Studio  Deli / Bodega  \\\n",
       "0          0.000000  0.000000          0.000000      0.000000       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      0.000000       0.000000   \n",
       "4          0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "5          0.000000  0.000000          0.000000      0.000000       0.033333   \n",
       "6          0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "7          0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "8          0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "9          0.000000  0.033333          0.000000      0.033333       0.000000   \n",
       "10         0.000000  0.000000          0.000000      0.000000       0.066667   \n",
       "11         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "12         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "13         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "14         0.000000  0.000000          0.000000      0.000000       0.066667   \n",
       "15         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "16         0.000000  0.000000          0.000000      0.000000       0.033333   \n",
       "17         0.000000  0.000000          0.000000      0.000000       0.000000   \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       0.033333   \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  0.000000          0.000000      0.000000       0.000000   \n",
       "25         0.000000  0.000000          0.033333      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          0.076923      0.000000       0.000000   \n",
       "30         0.000000  0.033333          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      0.000000       0.000000   \n",
       "33         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "34         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "35         0.000000  0.033333          0.000000      0.000000       0.000000   \n",
       "36         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "37         0.033333  0.000000          0.000000      0.000000       0.000000   \n",
       "38         0.000000  0.000000          0.000000      0.000000       0.000000   \n",
       "\n",
       "    Department Store  Dessert Shop     Diner   Dog Run  Donut Shop  \\\n",
       "0           0.000000      0.000000  0.000000  0.000000    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  0.000000    0.000000   \n",
       "4           0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "5           0.000000      0.000000  0.033333  0.000000    0.000000   \n",
       "6           0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "7           0.000000      0.033333  0.000000  0.000000    0.033333   \n",
       "8           0.000000      0.000000  0.058824  0.000000    0.000000   \n",
       "9           0.000000      0.000000  0.033333  0.000000    0.000000   \n",
       "10          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "11          0.000000      0.100000  0.033333  0.000000    0.000000   \n",
       "12          0.125000      0.000000  0.000000  0.000000    0.000000   \n",
       "13          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "14          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "15          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "16          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "17          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "18          0.000000      0.000000  0.033333  0.000000    0.000000   \n",
       "19          0.000000      0.033333  0.000000  0.000000    0.000000   \n",
       "20          0.000000      0.033333  0.000000  0.000000    0.000000   \n",
       "21          0.000000      0.033333  0.000000  0.000000    0.000000   \n",
       "22          0.000000      0.000000  0.043478  0.000000    0.000000   \n",
       "23          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "24          0.000000      0.000000  0.000000  0.000000    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      0.050000  0.050000  0.000000    0.000000   \n",
       "29          0.000000      0.076923  0.000000  0.076923    0.000000   \n",
       "30          0.000000      0.000000  0.033333  0.000000    0.000000   \n",
       "31          0.000000      0.033333  0.033333  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    0.000000   \n",
       "34          0.000000      0.033333  0.033333  0.000000    0.000000   \n",
       "35          0.000000      0.000000  0.033333  0.000000    0.000000   \n",
       "36          0.033333      0.000000  0.000000  0.000000    0.000000   \n",
       "37          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "38          0.000000      0.000000  0.000000  0.000000    0.000000   \n",
       "\n",
       "    Dumpling Restaurant  Eastern European Restaurant  Electronics Store  \\\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                     0.000000           0.000000   \n",
       "7              0.033333                     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             0.000000                     0.000000           0.000000   \n",
       "15             0.000000                     0.000000           0.000000   \n",
       "16             0.000000                     0.000000           0.000000   \n",
       "17             0.000000                     0.000000           0.000000   \n",
       "18             0.000000                     0.000000           0.033333   \n",
       "19             0.000000                     0.000000           0.000000   \n",
       "20             0.000000                     0.000000           0.000000   \n",
       "21             0.000000                     0.000000           0.000000   \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           0.000000   \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                     0.076923           0.000000   \n",
       "30             0.000000                     0.000000           0.000000   \n",
       "31             0.000000                     0.000000           0.000000   \n",
       "32             0.000000                     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           0.000000   \n",
       "37             0.000000                     0.000000           0.000000   \n",
       "38             0.000000                     0.000000           0.000000   \n",
       "\n",
       "    Ethiopian Restaurant  Event Space  Falafel Restaurant  Farmers Market  \\\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        0.066667   \n",
       "3               0.000000     0.000000            0.000000        0.000000   \n",
       "4               0.000000     0.000000            0.000000        0.062500   \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        0.033333   \n",
       "8               0.000000     0.000000            0.000000        0.000000   \n",
       "9               0.033333     0.000000            0.000000        0.000000   \n",
       "10              0.000000     0.000000            0.000000        0.000000   \n",
       "11              0.000000     0.000000            0.000000        0.033333   \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     0.000000            0.000000        0.000000   \n",
       "19              0.000000     0.000000            0.000000        0.000000   \n",
       "20              0.000000     0.033333            0.000000        0.033333   \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     0.000000            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              0.000000     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        0.000000   \n",
       "34              0.000000     0.000000            0.033333        0.000000   \n",
       "35              0.000000     0.000000            0.000000        0.000000   \n",
       "36              0.000000     0.000000            0.000000        0.066667   \n",
       "37              0.000000     0.000000            0.000000        0.000000   \n",
       "38              0.000000     0.000000            0.000000        0.000000   \n",
       "\n",
       "    Fast Food Restaurant  Fish & Chips Shop  Fish Market  Flea Market  \\\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     0.033333     0.000000   \n",
       "3               0.000000           0.000000     0.000000     0.000000   \n",
       "4               0.062500           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     0.033333     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           0.000000     0.000000     0.000000   \n",
       "19              0.000000           0.000000     0.000000     0.000000   \n",
       "20              0.000000           0.000000     0.000000     0.000000   \n",
       "21              0.000000           0.000000     0.000000     0.000000   \n",
       "22              0.043478           0.000000     0.000000     0.043478   \n",
       "23              0.052632           0.052632     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              0.000000           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     0.000000   \n",
       "34              0.000000           0.033333     0.000000     0.000000   \n",
       "35              0.000000           0.000000     0.000000     0.000000   \n",
       "36              0.000000           0.000000     0.033333     0.000000   \n",
       "37              0.000000           0.000000     0.033333     0.000000   \n",
       "38              0.000000           0.000000     0.000000     0.000000   \n",
       "\n",
       "    Flower Shop      Food  Food & Drink Shop  Food Court  Food Truck  \\\n",
       "0      0.000000  0.000000           0.000000    0.033333    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    0.000000    0.000000   \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    0.000000   \n",
       "7      0.000000  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    0.000000   \n",
       "10     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "11     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "12     0.000000  0.000000           0.125000    0.000000    0.000000   \n",
       "13     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "14     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "15     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "16     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "17     0.000000  0.000000           0.000000    0.000000    0.000000   \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  0.000000           0.000000    0.000000    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     0.041667  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  0.000000           0.000000    0.000000    0.000000   \n",
       "33     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "34     0.000000  0.033333           0.033333    0.000000    0.000000   \n",
       "35     0.000000  0.000000           0.000000    0.000000    0.033333   \n",
       "36     0.000000  0.000000           0.000000    0.000000    0.033333   \n",
       "37     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "38     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "\n",
       "    Fountain  French Restaurant  Fried Chicken Joint  Fruit & Vegetable Store  \\\n",
       "0   0.000000           0.000000             0.000000                 0.000000   \n",
       "1   0.000000           0.000000             0.000000                 0.000000   \n",
       "2   0.033333           0.033333             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             0.066667                 0.000000   \n",
       "14  0.000000           0.000000             0.033333                 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           0.000000             0.000000                 0.000000   \n",
       "19  0.000000           0.033333             0.000000                 0.000000   \n",
       "20  0.000000           0.033333             0.000000                 0.000000   \n",
       "21  0.000000           0.000000             0.000000                 0.000000   \n",
       "22  0.000000           0.000000             0.043478                 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           0.033333             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  0.000000           0.000000             0.033333                 0.000000   \n",
       "31  0.000000           0.000000             0.000000                 0.033333   \n",
       "32  0.000000           0.000000             0.000000                 0.000000   \n",
       "33  0.000000           0.000000             0.000000                 0.000000   \n",
       "34  0.000000           0.033333             0.000000                 0.000000   \n",
       "35  0.000000           0.000000             0.000000                 0.000000   \n",
       "36  0.033333           0.033333             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",
       "\n",
       "    Furniture / Home Store  Garden  Garden Center  Gas Station  Gastropub  \\\n",
       "0                 0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "1                 0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "2                 0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "3                 0.045455  0.0000         0.0000     0.000000   0.000000   \n",
       "4                 0.000000  0.0625         0.0625     0.000000   0.000000   \n",
       "5                 0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "6                 0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "7                 0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "8                 0.000000  0.0000         0.0000     0.058824   0.000000   \n",
       "9                 0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "10                0.000000  0.0000         0.0000     0.000000   0.066667   \n",
       "11                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "12                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "13                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "14                0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "15                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "16                0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "17                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "18                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "19                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "20                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "21                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "22                0.043478  0.0000         0.0000     0.000000   0.043478   \n",
       "23                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "24                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "25                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "26                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "27                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "28                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "29                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "30                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "31                0.033333  0.0000         0.0000     0.000000   0.000000   \n",
       "32                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "33                0.000000  1.0000         0.0000     0.000000   0.000000   \n",
       "34                0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "35                0.000000  0.0000         0.0000     0.000000   0.066667   \n",
       "36                0.000000  0.0000         0.0000     0.000000   0.033333   \n",
       "37                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "38                0.000000  0.0000         0.0000     0.000000   0.000000   \n",
       "\n",
       "     Gay Bar  General Entertainment  General Travel  Gift Shop  \\\n",
       "0   0.000000               0.000000        0.033333   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               0.033333        0.000000   0.033333   \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   0.066667               0.033333        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        0.033333   0.000000   \n",
       "17  0.000000               0.000000        0.000000   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        0.000000   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               0.000000        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   0.050000   \n",
       "29  0.000000               0.000000        0.000000   0.153846   \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   0.000000   \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  0.033333               0.000000        0.000000   0.000000   \n",
       "38  0.000000               0.000000        0.000000   0.000000   \n",
       "\n",
       "    Gluten-free Restaurant  Gourmet Shop  Greek Restaurant  Grocery Store  \\\n",
       "0                 0.000000      0.000000          0.033333       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       0.045455   \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      0.033333          0.000000       0.033333   \n",
       "8                 0.000000      0.000000          0.000000       0.176471   \n",
       "9                 0.000000      0.000000          0.000000       0.000000   \n",
       "10                0.033333      0.000000          0.000000       0.000000   \n",
       "11                0.000000      0.033333          0.033333       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       0.066667   \n",
       "16                0.033333      0.000000          0.033333       0.000000   \n",
       "17                0.000000      0.000000          0.000000       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          0.000000       0.000000   \n",
       "21                0.000000      0.000000          0.000000       0.000000   \n",
       "22                0.000000      0.000000          0.000000       0.043478   \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          0.033333       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                0.000000      0.000000          0.000000       0.000000   \n",
       "31                0.000000      0.000000          0.266667       0.033333   \n",
       "32                0.000000      0.000000          0.000000       0.000000   \n",
       "33                0.000000      0.000000          0.000000       0.000000   \n",
       "34                0.000000      0.033333          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          0.000000       0.000000   \n",
       "\n",
       "         Gym  Gym / Fitness Center  Harbor / Marina  Health & Beauty Service  \\\n",
       "0   0.000000              0.033333         0.000000                     0.00   \n",
       "1   0.000000              0.000000         0.058824                     0.00   \n",
       "2   0.000000              0.000000         0.000000                     0.00   \n",
       "3   0.045455              0.000000         0.000000                     0.00   \n",
       "4   0.000000              0.000000         0.000000                     0.00   \n",
       "5   0.000000              0.000000         0.000000                     0.00   \n",
       "6   0.000000              0.000000         0.000000                     0.00   \n",
       "7   0.000000              0.000000         0.000000                     0.00   \n",
       "8   0.000000              0.000000         0.000000                     0.00   \n",
       "9   0.000000              0.000000         0.000000                     0.00   \n",
       "10  0.033333              0.033333         0.000000                     0.00   \n",
       "11  0.066667              0.000000         0.000000                     0.00   \n",
       "12  0.125000              0.000000         0.000000                     0.00   \n",
       "13  0.000000              0.000000         0.000000                     0.00   \n",
       "14  0.033333              0.033333         0.000000                     0.00   \n",
       "15  0.000000              0.066667         0.000000                     0.00   \n",
       "16  0.033333              0.033333         0.000000                     0.00   \n",
       "17  0.000000              0.000000         0.000000                     0.00   \n",
       "18  0.000000              0.000000         0.000000                     0.00   \n",
       "19  0.033333              0.000000         0.000000                     0.00   \n",
       "20  0.000000              0.033333         0.000000                     0.00   \n",
       "21  0.000000              0.000000         0.000000                     0.00   \n",
       "22  0.000000              0.000000         0.000000                     0.00   \n",
       "23  0.052632              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  0.041667              0.000000         0.000000                     0.00   \n",
       "28  0.000000              0.000000         0.000000                     0.05   \n",
       "29  0.000000              0.000000         0.000000                     0.00   \n",
       "30  0.066667              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  0.033333              0.000000         0.000000                     0.00   \n",
       "36  0.000000              0.000000         0.000000                     0.00   \n",
       "37  0.000000              0.000000         0.000000                     0.00   \n",
       "38  0.000000              0.000000         0.000000                     0.00   \n",
       "\n",
       "    Health Food Store  Historic Site  History Museum  Hobby Shop    Hostel  \\\n",
       "0                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "1                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "2                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "3                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "4                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "5                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "6                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "7                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "8                 0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "9                 0.0       0.000000        0.000000    0.033333  0.000000   \n",
       "10                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "11                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "12                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "13                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "14                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "15                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "16                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "17                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "18                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "19                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "20                0.0       0.033333        0.000000    0.000000  0.000000   \n",
       "21                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "22                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "23                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "24                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "25                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "26                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "27                0.0       0.000000        0.041667    0.000000  0.000000   \n",
       "28                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "29                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "30                0.0       0.000000        0.000000    0.033333  0.000000   \n",
       "31                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "32                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "33                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "34                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "35                0.0       0.000000        0.000000    0.000000  0.033333   \n",
       "36                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "37                0.0       0.000000        0.000000    0.000000  0.000000   \n",
       "38                0.2       0.000000        0.000000    0.000000  0.000000   \n",
       "\n",
       "       Hotel  Hotel Bar  IT Services  Ice Cream Shop  Indian Restaurant  \\\n",
       "0   0.066667   0.000000     0.000000        0.000000           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        0.000000           0.000000   \n",
       "4   0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "5   0.000000   0.000000     0.000000        0.000000           0.033333   \n",
       "6   0.000000   0.000000     0.000000        0.033333           0.000000   \n",
       "7   0.000000   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           0.000000   \n",
       "10  0.033333   0.000000     0.000000        0.033333           0.000000   \n",
       "11  0.000000   0.000000     0.000000        0.000000           0.033333   \n",
       "12  0.125000   0.000000     0.000000        0.000000           0.000000   \n",
       "13  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "14  0.033333   0.033333     0.000000        0.000000           0.000000   \n",
       "15  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "16  0.033333   0.000000     0.000000        0.000000           0.000000   \n",
       "17  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "18  0.033333   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  0.066667   0.000000     0.033333        0.033333           0.000000   \n",
       "22  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "23  0.000000   0.000000     0.000000        0.052632           0.000000   \n",
       "24  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "25  0.000000   0.000000     0.000000        0.033333           0.000000   \n",
       "26  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "27  0.000000   0.000000     0.000000        0.000000           0.041667   \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        0.066667           0.000000   \n",
       "32  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "33  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "34  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "35  0.066667   0.000000     0.000000        0.000000           0.000000   \n",
       "36  0.033333   0.000000     0.000000        0.000000           0.000000   \n",
       "37  0.000000   0.000000     0.000000        0.033333           0.000000   \n",
       "38  0.000000   0.000000     0.000000        0.000000           0.000000   \n",
       "\n",
       "    Indie Movie Theater  Intersection  Italian Restaurant  \\\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      0.045455            0.045455   \n",
       "4              0.000000      0.000000            0.000000   \n",
       "5              0.000000      0.000000            0.066667   \n",
       "6              0.000000      0.000000            0.066667   \n",
       "7              0.000000      0.000000            0.000000   \n",
       "8              0.000000      0.000000            0.058824   \n",
       "9              0.000000      0.000000            0.033333   \n",
       "10             0.000000      0.000000            0.000000   \n",
       "11             0.000000      0.000000            0.066667   \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      0.000000            0.000000   \n",
       "16             0.000000      0.000000            0.000000   \n",
       "17             0.000000      0.000000            0.000000   \n",
       "18             0.000000      0.000000            0.000000   \n",
       "19             0.000000      0.000000            0.066667   \n",
       "20             0.000000      0.000000            0.000000   \n",
       "21             0.000000      0.000000            0.033333   \n",
       "22             0.000000      0.000000            0.043478   \n",
       "23             0.000000      0.052632            0.052632   \n",
       "24             0.000000      0.000000            0.000000   \n",
       "25             0.000000      0.000000            0.000000   \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            0.076923   \n",
       "30             0.000000      0.000000            0.033333   \n",
       "31             0.000000      0.000000            0.066667   \n",
       "32             0.000000      0.000000            0.000000   \n",
       "33             0.000000      0.000000            0.000000   \n",
       "34             0.033333      0.000000            0.066667   \n",
       "35             0.000000      0.000000            0.066667   \n",
       "36             0.000000      0.000000            0.000000   \n",
       "37             0.000000      0.000000            0.066667   \n",
       "38             0.000000      0.000000            0.000000   \n",
       "\n",
       "    Japanese Restaurant  Jazz Club  Jewelry Store  Juice Bar  \\\n",
       "0              0.000000   0.000000       0.000000   0.000000   \n",
       "1              0.000000   0.000000       0.000000   0.000000   \n",
       "2              0.000000   0.033333       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              0.033333   0.000000       0.033333   0.000000   \n",
       "6              0.066667   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              0.033333   0.000000       0.000000   0.033333   \n",
       "10             0.066667   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             0.066667   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       0.250000   0.000000   \n",
       "18             0.033333   0.000000       0.000000   0.000000   \n",
       "19             0.066667   0.000000       0.000000   0.000000   \n",
       "20             0.000000   0.000000       0.000000   0.000000   \n",
       "21             0.033333   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             0.033333   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             0.033333   0.000000       0.000000   0.033333   \n",
       "31             0.000000   0.000000       0.000000   0.033333   \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   0.033333   \n",
       "35             0.066667   0.000000       0.000000   0.000000   \n",
       "36             0.000000   0.033333       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",
       "\n",
       "    Korean Restaurant      Lake  Latin American Restaurant  \\\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  0.000000                   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           0.000000  0.000000                   0.000000   \n",
       "15           0.000000  0.000000                   0.000000   \n",
       "16           0.000000  0.000000                   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  0.000000                   0.000000   \n",
       "21           0.000000  0.033333                   0.000000   \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           0.033333  0.000000                   0.000000   \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                   0.000000   \n",
       "30           0.000000  0.000000                   0.000000   \n",
       "31           0.000000  0.000000                   0.000000   \n",
       "32           0.000000  0.000000                   0.000000   \n",
       "33           0.000000  0.000000                   0.000000   \n",
       "34           0.000000  0.000000                   0.033333   \n",
       "35           0.000000  0.000000                   0.000000   \n",
       "36           0.000000  0.000000                   0.000000   \n",
       "37           0.000000  0.000000                   0.000000   \n",
       "38           0.000000  0.000000                   0.000000   \n",
       "\n",
       "    Light Rail Station  Liquor Store    Lounge  Malay Restaurant    Market  \\\n",
       "0             0.000000      0.000000  0.033333          0.000000  0.000000   \n",
       "1             0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "2             0.000000      0.033333  0.000000          0.000000  0.000000   \n",
       "3             0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "4             0.125000      0.000000  0.000000          0.000000  0.000000   \n",
       "5             0.000000      0.033333  0.000000          0.000000  0.033333   \n",
       "6             0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "7             0.000000      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  0.000000   \n",
       "10            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "11            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "12            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "13            0.066667      0.066667  0.000000          0.000000  0.000000   \n",
       "14            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "15            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "16            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "17            0.000000      0.000000  0.000000          0.000000  0.000000   \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      0.052632  0.000000          0.000000  0.000000   \n",
       "24            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "25            0.000000      0.000000  0.000000          0.033333  0.000000   \n",
       "26            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "27            0.000000      0.041667  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      0.000000  0.000000          0.000000  0.000000   \n",
       "33            0.000000      0.000000  0.000000          0.000000  0.000000   \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      0.000000  0.000000          0.000000  0.000000   \n",
       "37            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "38            0.000000      0.000000  0.000000          0.000000  0.000000   \n",
       "\n",
       "    Mexican Restaurant  Middle Eastern Restaurant  Miscellaneous 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                   0.000000            0.033333   \n",
       "7             0.066667                   0.000000            0.000000   \n",
       "8             0.000000                   0.000000            0.000000   \n",
       "9             0.033333                   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                   0.066667            0.000000   \n",
       "16            0.000000                   0.000000            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            0.066667                   0.000000            0.000000   \n",
       "21            0.000000                   0.000000            0.000000   \n",
       "22            0.086957                   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            0.000000   \n",
       "26            0.000000                   0.000000            0.000000   \n",
       "27            0.000000                   0.041667            0.000000   \n",
       "28            0.050000                   0.000000            0.000000   \n",
       "29            0.000000                   0.000000            0.000000   \n",
       "30            0.033333                   0.000000            0.000000   \n",
       "31            0.000000                   0.000000            0.000000   \n",
       "32            0.000000                   0.000000            0.000000   \n",
       "33            0.000000                   0.000000            0.000000   \n",
       "34            0.000000                   0.000000            0.000000   \n",
       "35            0.000000                   0.033333            0.000000   \n",
       "36            0.000000                   0.000000            0.000000   \n",
       "37            0.000000                   0.033333            0.000000   \n",
       "38            0.000000                   0.000000            0.000000   \n",
       "\n",
       "    Modern European Restaurant  Monument / Landmark  Movie Theater    Museum  \\\n",
       "0                     0.000000             0.033333       0.000000  0.000000   \n",
       "1                     0.000000             0.000000       0.000000  0.000000   \n",
       "2                     0.000000             0.000000       0.000000  0.033333   \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                     0.033333             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  0.033333   \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  0.033333   \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             0.000000       0.033333  0.000000   \n",
       "19                    0.000000             0.000000       0.000000  0.000000   \n",
       "20                    0.000000             0.000000       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       0.052632  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       0.076923  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  0.000000   \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  0.033333   \n",
       "37                    0.000000             0.000000       0.000000  0.000000   \n",
       "38                    0.000000             0.000000       0.000000  0.000000   \n",
       "\n",
       "    Music Venue  Neighborhood  New American Restaurant  Nightclub  \\\n",
       "0      0.000000      0.033333                 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   0.045455   \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   0.058824   \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     0.066667      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     0.033333      0.000000                 0.000000   0.000000   \n",
       "19     0.000000      0.000000                 0.000000   0.000000   \n",
       "20     0.000000      0.000000                 0.000000   0.000000   \n",
       "21     0.000000      0.033333                 0.033333   0.000000   \n",
       "22     0.043478      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                 0.033333   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     0.000000      0.000000                 0.000000   0.033333   \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      0.033333                 0.000000   0.000000   \n",
       "38     0.000000      0.200000                 0.000000   0.000000   \n",
       "\n",
       "    Noodle House  Opera House  Organic Grocery      Park  \\\n",
       "0       0.033333     0.033333         0.000000  0.000000   \n",
       "1       0.000000     0.000000         0.000000  0.000000   \n",
       "2       0.000000     0.000000         0.000000  0.033333   \n",
       "3       0.000000     0.000000         0.000000  0.000000   \n",
       "4       0.000000     0.000000         0.000000  0.062500   \n",
       "5       0.000000     0.000000         0.000000  0.033333   \n",
       "6       0.000000     0.000000         0.000000  0.033333   \n",
       "7       0.033333     0.000000         0.033333  0.000000   \n",
       "8       0.000000     0.000000         0.000000  0.117647   \n",
       "9       0.000000     0.000000         0.000000  0.033333   \n",
       "10      0.000000     0.000000         0.000000  0.000000   \n",
       "11      0.000000     0.000000         0.000000  0.033333   \n",
       "12      0.000000     0.000000         0.000000  0.125000   \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  0.066667   \n",
       "16      0.000000     0.000000         0.000000  0.000000   \n",
       "17      0.000000     0.000000         0.000000  0.250000   \n",
       "18      0.000000     0.000000         0.000000  0.000000   \n",
       "19      0.033333     0.000000         0.000000  0.000000   \n",
       "20      0.000000     0.000000         0.000000  0.100000   \n",
       "21      0.000000     0.000000         0.000000  0.066667   \n",
       "22      0.000000     0.000000         0.000000  0.043478   \n",
       "23      0.000000     0.000000         0.000000  0.052632   \n",
       "24      0.000000     0.000000         0.000000  0.250000   \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  0.041667   \n",
       "28      0.000000     0.000000         0.000000  0.050000   \n",
       "29      0.000000     0.000000         0.000000  0.000000   \n",
       "30      0.000000     0.000000         0.000000  0.066667   \n",
       "31      0.000000     0.000000         0.000000  0.000000   \n",
       "32      0.000000     0.000000         0.000000  0.500000   \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  0.033333   \n",
       "37      0.000000     0.000000         0.000000  0.033333   \n",
       "38      0.000000     0.000000         0.000000  0.000000   \n",
       "\n",
       "    Performing Arts Venue  Pet Store  Pharmacy  Pizza Place     Plane  \\\n",
       "0                0.000000   0.000000  0.000000     0.033333  0.000000   \n",
       "1                0.000000   0.000000  0.000000     0.000000  0.058824   \n",
       "2                0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "3                0.045455   0.045455  0.000000     0.000000  0.000000   \n",
       "4                0.000000   0.000000  0.000000     0.062500  0.000000   \n",
       "5                0.000000   0.033333  0.000000     0.000000  0.000000   \n",
       "6                0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "7                0.000000   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     0.033333  0.000000   \n",
       "10               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "11               0.000000   0.000000  0.033333     0.066667  0.000000   \n",
       "12               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "13               0.000000   0.000000  0.000000     0.066667  0.000000   \n",
       "14               0.000000   0.000000  0.000000     0.033333  0.000000   \n",
       "15               0.000000   0.000000  0.133333     0.066667  0.000000   \n",
       "16               0.000000   0.000000  0.000000     0.033333  0.000000   \n",
       "17               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "18               0.000000   0.000000  0.000000     0.033333  0.000000   \n",
       "19               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "20               0.033333   0.000000  0.000000     0.000000  0.000000   \n",
       "21               0.033333   0.000000  0.000000     0.000000  0.000000   \n",
       "22               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "23               0.000000   0.052632  0.000000     0.052632  0.000000   \n",
       "24               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "25               0.000000   0.000000  0.000000     0.066667  0.000000   \n",
       "26               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "27               0.000000   0.000000  0.041667     0.041667  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     0.033333  0.000000   \n",
       "32               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "33               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "34               0.000000   0.000000  0.000000     0.066667  0.000000   \n",
       "35               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "36               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "37               0.000000   0.033333  0.000000     0.000000  0.000000   \n",
       "38               0.000000   0.000000  0.000000     0.000000  0.000000   \n",
       "\n",
       "    Playground     Plaza  Poke Place  Portuguese Restaurant       Pub  \\\n",
       "0     0.000000  0.033333    0.000000               0.000000  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               0.000000  0.000000   \n",
       "4     0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "5     0.033333  0.000000    0.000000               0.000000  0.033333   \n",
       "6     0.000000  0.000000    0.033333               0.000000  0.000000   \n",
       "7     0.000000  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  0.033333   \n",
       "10    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "11    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "12    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "13    0.000000  0.000000    0.000000               0.000000  0.133333   \n",
       "14    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "15    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "16    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "17    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "18    0.000000  0.033333    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  0.066667   \n",
       "21    0.000000  0.066667    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  0.052632   \n",
       "24    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "25    0.000000  0.000000    0.000000               0.033333  0.000000   \n",
       "26    1.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "27    0.000000  0.000000    0.000000               0.000000  0.041667   \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               0.033333  0.000000   \n",
       "31    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "32    0.250000  0.000000    0.000000               0.000000  0.000000   \n",
       "33    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "34    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "35    0.000000  0.000000    0.033333               0.000000  0.000000   \n",
       "36    0.000000  0.000000    0.000000               0.000000  0.033333   \n",
       "37    0.000000  0.000000    0.000000               0.000000  0.000000   \n",
       "38    0.000000  0.000000    0.000000               0.000000  0.200000   \n",
       "\n",
       "    Ramen Restaurant  Record Shop  Rental Car Location  Restaurant  Roof Deck  \\\n",
       "0           0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "1           0.000000     0.000000             0.058824    0.000000   0.000000   \n",
       "2           0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "3           0.000000     0.000000             0.000000    0.045455   0.000000   \n",
       "4           0.000000     0.000000             0.000000    0.062500   0.000000   \n",
       "5           0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "6           0.033333     0.000000             0.000000    0.000000   0.000000   \n",
       "7           0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "8           0.000000     0.000000             0.000000    0.058824   0.000000   \n",
       "9           0.033333     0.000000             0.000000    0.033333   0.000000   \n",
       "10          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "11          0.000000     0.000000             0.000000    0.033333   0.000000   \n",
       "12          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "13          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "14          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "15          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "16          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "17          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "18          0.033333     0.000000             0.000000    0.033333   0.000000   \n",
       "19          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "20          0.000000     0.000000             0.000000    0.033333   0.000000   \n",
       "21          0.000000     0.000000             0.000000    0.000000   0.033333   \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     0.000000             0.000000    0.000000   0.000000   \n",
       "25          0.000000     0.033333             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    0.050000   0.000000   \n",
       "29          0.000000     0.000000             0.000000    0.076923   0.000000   \n",
       "30          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "31          0.000000     0.000000             0.000000    0.033333   0.000000   \n",
       "32          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "33          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "34          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "35          0.000000     0.000000             0.000000    0.066667   0.000000   \n",
       "36          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "37          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "38          0.000000     0.000000             0.000000    0.000000   0.000000   \n",
       "\n",
       "    Salad Place  Salon / Barbershop  Sandwich Place  Sculpture Garden  \\\n",
       "0      0.000000            0.000000        0.000000          0.000000   \n",
       "1      0.000000            0.000000        0.000000          0.058824   \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        0.033333          0.000000   \n",
       "6      0.000000            0.000000        0.033333          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            0.033333        0.000000          0.000000   \n",
       "10     0.033333            0.000000        0.000000          0.000000   \n",
       "11     0.000000            0.000000        0.100000          0.000000   \n",
       "12     0.000000            0.000000        0.125000          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     0.033333            0.000000        0.000000          0.000000   \n",
       "17     0.000000            0.000000        0.000000          0.000000   \n",
       "18     0.000000            0.000000        0.033333          0.000000   \n",
       "19     0.000000            0.000000        0.066667          0.000000   \n",
       "20     0.000000            0.000000        0.000000          0.000000   \n",
       "21     0.033333            0.000000        0.000000          0.000000   \n",
       "22     0.000000            0.000000        0.000000          0.000000   \n",
       "23     0.000000            0.000000        0.052632          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        0.125000          0.000000   \n",
       "28     0.000000            0.050000        0.000000          0.000000   \n",
       "29     0.000000            0.000000        0.000000          0.000000   \n",
       "30     0.000000            0.000000        0.033333          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        0.033333          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        0.033333          0.000000   \n",
       "38     0.000000            0.000000        0.000000          0.000000   \n",
       "\n",
       "    Seafood Restaurant  Skate Park  Skating Rink  Smoke Shop       Spa  \\\n",
       "0             0.033333      0.0000      0.000000    0.033333  0.000000   \n",
       "1             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "2             0.066667      0.0000      0.000000    0.000000  0.000000   \n",
       "3             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "4             0.000000      0.0625      0.000000    0.000000  0.000000   \n",
       "5             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "6             0.033333      0.0000      0.000000    0.000000  0.033333   \n",
       "7             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "8             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "9             0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "10            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "11            0.033333      0.0000      0.000000    0.000000  0.000000   \n",
       "12            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "13            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "14            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "15            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "16            0.033333      0.0000      0.000000    0.000000  0.000000   \n",
       "17            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "18            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "19            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "20            0.000000      0.0000      0.000000    0.000000  0.033333   \n",
       "21            0.000000      0.0000      0.033333    0.000000  0.000000   \n",
       "22            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "23            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "24            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "25            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "26            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "27            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "28            0.000000      0.0000      0.000000    0.000000  0.050000   \n",
       "29            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "30            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "31            0.000000      0.0000      0.000000    0.000000  0.033333   \n",
       "32            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "33            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "34            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "35            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "36            0.066667      0.0000      0.000000    0.000000  0.000000   \n",
       "37            0.033333      0.0000      0.000000    0.000000  0.000000   \n",
       "38            0.000000      0.0000      0.000000    0.000000  0.000000   \n",
       "\n",
       "    Speakeasy  Sporting Goods Shop  Sports Bar   Stadium  Stationery Store  \\\n",
       "0    0.033333             0.000000    0.000000  0.000000          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  0.045455          0.000000   \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          0.000000   \n",
       "7    0.000000             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          0.000000   \n",
       "10   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "11   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "12   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "13   0.000000             0.000000    0.066667  0.000000          0.000000   \n",
       "14   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "15   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "16   0.033333             0.000000    0.000000  0.000000          0.000000   \n",
       "17   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "18   0.000000             0.033333    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             0.033333    0.033333  0.000000          0.000000   \n",
       "22   0.043478             0.000000    0.000000  0.000000          0.000000   \n",
       "23   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "24   0.000000             0.000000    0.000000  0.000000          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             0.100000    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             0.000000    0.000000  0.000000          0.000000   \n",
       "33   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "34   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "35   0.033333             0.000000    0.000000  0.000000          0.000000   \n",
       "36   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "37   0.000000             0.000000    0.000000  0.000000          0.033333   \n",
       "38   0.000000             0.000000    0.000000  0.000000          0.000000   \n",
       "\n",
       "    Steakhouse  Supermarket  Sushi Restaurant  Swim School  Taco Place  \\\n",
       "0     0.100000     0.000000          0.066667         0.00    0.000000   \n",
       "1     0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "2     0.033333     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     0.000000     0.000000          0.033333         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    0.000000   \n",
       "9     0.000000     0.000000          0.033333         0.00    0.000000   \n",
       "10    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "11    0.000000     0.000000          0.066667         0.00    0.000000   \n",
       "12    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "13    0.000000     0.066667          0.066667         0.00    0.000000   \n",
       "14    0.033333     0.000000          0.000000         0.00    0.000000   \n",
       "15    0.000000     0.066667          0.000000         0.00    0.000000   \n",
       "16    0.066667     0.000000          0.000000         0.00    0.000000   \n",
       "17    0.000000     0.000000          0.250000         0.00    0.000000   \n",
       "18    0.033333     0.000000          0.033333         0.00    0.033333   \n",
       "19    0.000000     0.000000          0.033333         0.00    0.000000   \n",
       "20    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "21    0.000000     0.033333          0.000000         0.00    0.000000   \n",
       "22    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "23    0.052632     0.000000          0.052632         0.00    0.000000   \n",
       "24    0.000000     0.000000          0.000000         0.25    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     0.000000          0.000000         0.00    0.000000   \n",
       "30    0.000000     0.000000          0.033333         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          0.066667         0.00    0.000000   \n",
       "35    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "36    0.033333     0.000000          0.000000         0.00    0.000000   \n",
       "37    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "38    0.000000     0.000000          0.000000         0.00    0.000000   \n",
       "\n",
       "    Tailor Shop  Taiwanese Restaurant  Tea Room  Thai Restaurant   Theater  \\\n",
       "0      0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "1      0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "2      0.000000              0.000000  0.033333         0.033333  0.000000   \n",
       "3      0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "4      0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "5      0.000000              0.033333  0.000000         0.033333  0.000000   \n",
       "6      0.000000              0.000000  0.033333         0.000000  0.000000   \n",
       "7      0.000000              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         0.033333  0.000000   \n",
       "10     0.000000              0.000000  0.033333         0.000000  0.000000   \n",
       "11     0.000000              0.000000  0.000000         0.033333  0.000000   \n",
       "12     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "13     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "14     0.000000              0.000000  0.033333         0.000000  0.000000   \n",
       "15     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "16     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "17     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "18     0.000000              0.000000  0.033333         0.033333  0.033333   \n",
       "19     0.000000              0.000000  0.000000         0.000000  0.033333   \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         0.086957  0.000000   \n",
       "23     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "24     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "25     0.000000              0.000000  0.000000         0.000000  0.033333   \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  0.033333   \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  0.000000   \n",
       "34     0.000000              0.000000  0.033333         0.000000  0.000000   \n",
       "35     0.000000              0.000000  0.000000         0.033333  0.033333   \n",
       "36     0.033333              0.000000  0.033333         0.033333  0.000000   \n",
       "37     0.000000              0.000000  0.000000         0.033333  0.000000   \n",
       "38     0.000000              0.000000  0.000000         0.000000  0.000000   \n",
       "\n",
       "    Theme Restaurant  Toy / Game Store     Trail  Train Station  \\\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           0.033333          0.000000  0.000000       0.000000   \n",
       "10          0.000000          0.000000  0.000000       0.000000   \n",
       "11          0.000000          0.033333  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       0.033333   \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  0.250000       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  0.000000       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          0.000000  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          0.000000          0.000000  0.000000       0.000000   \n",
       "31          0.000000          0.000000  0.033333       0.000000   \n",
       "32          0.000000          0.000000  0.250000       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  0.200000       0.000000   \n",
       "\n",
       "    Vegetarian / Vegan Restaurant  Video Game Store  Vietnamese Restaurant  \\\n",
       "0                        0.033333          0.000000               0.000000   \n",
       "1                        0.000000          0.000000               0.000000   \n",
       "2                        0.033333          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                        0.033333          0.000000               0.066667   \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               0.066667   \n",
       "14                       0.000000          0.000000               0.000000   \n",
       "15                       0.000000          0.000000               0.000000   \n",
       "16                       0.033333          0.000000               0.000000   \n",
       "17                       0.000000          0.000000               0.000000   \n",
       "18                       0.000000          0.000000               0.000000   \n",
       "19                       0.000000          0.033333               0.000000   \n",
       "20                       0.000000          0.000000               0.000000   \n",
       "21                       0.000000          0.000000               0.000000   \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                       0.033333          0.000000               0.066667   \n",
       "26                       0.000000          0.000000               0.000000   \n",
       "27                       0.041667          0.000000               0.000000   \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          0.000000               0.000000   \n",
       "33                       0.000000          0.000000               0.000000   \n",
       "34                       0.033333          0.000000               0.000000   \n",
       "35                       0.000000          0.000000               0.000000   \n",
       "36                       0.033333          0.000000               0.000000   \n",
       "37                       0.000000          0.000000               0.000000   \n",
       "38                       0.000000          0.000000               0.000000   \n",
       "\n",
       "    Wine Bar  Wine Shop  Yoga Studio  \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     0.062500  \n",
       "5   0.000000   0.000000     0.000000  \n",
       "6   0.000000   0.000000     0.000000  \n",
       "7   0.033333   0.000000     0.000000  \n",
       "8   0.000000   0.000000     0.000000  \n",
       "9   0.000000   0.033333     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   0.000000     0.000000  \n",
       "16  0.000000   0.000000     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   0.000000     0.000000  \n",
       "21  0.000000   0.000000     0.000000  \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  0.033333   0.000000     0.033333  \n",
       "26  0.000000   0.000000     0.000000  \n",
       "27  0.000000   0.000000     0.000000  \n",
       "28  0.000000   0.000000     0.050000  \n",
       "29  0.000000   0.000000     0.000000  \n",
       "30  0.000000   0.000000     0.033333  \n",
       "31  0.000000   0.000000     0.033333  \n",
       "32  0.000000   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     0.000000  \n",
       "37  0.033333   0.000000     0.000000  \n",
       "38  0.000000   0.000000     0.000000  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped = T_onehot.groupby('Neighbourhood').mean().reset_index()\n",
    "toronto_grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39, 191)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Let's print each neighborhood along with the top 5 most common venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----Adelaide, King, Richmond----\n",
      "              venue  freq\n",
      "0        Steakhouse  0.10\n",
      "1             Hotel  0.07\n",
      "2  Sushi Restaurant  0.07\n",
      "3  Asian Restaurant  0.07\n",
      "4    General Travel  0.03\n",
      "\n",
      "\n",
      "----Bathurst Quay, CN Tower, Harbourfront West, Island airport, King and Spadina, Railway Lands, South Niagara----\n",
      "              venue  freq\n",
      "0   Airport Service  0.18\n",
      "1    Airport Lounge  0.12\n",
      "2  Airport Terminal  0.12\n",
      "3           Airport  0.06\n",
      "4     Boat or Ferry  0.06\n",
      "\n",
      "\n",
      "----Berczy Park----\n",
      "          venue  freq\n",
      "0        Bakery  0.07\n",
      "1          Café  0.07\n",
      "2  Cocktail Bar  0.07\n",
      "3   Coffee Shop  0.07\n",
      "4      Beer Bar  0.07\n",
      "\n",
      "\n",
      "----Brockton, Exhibition Place, Parkdale Village----\n",
      "                   venue  freq\n",
      "0                   Café  0.14\n",
      "1         Breakfast Spot  0.09\n",
      "2            Coffee Shop  0.09\n",
      "3     Italian Restaurant  0.05\n",
      "4  Performing Arts Venue  0.05\n",
      "\n",
      "\n",
      "----Business Reply Mail Processing Centre 969 Eastern----\n",
      "                venue  freq\n",
      "0  Light Rail Station  0.12\n",
      "1         Yoga Studio  0.06\n",
      "2             Brewery  0.06\n",
      "3       Garden Center  0.06\n",
      "4              Garden  0.06\n",
      "\n",
      "\n",
      "----Cabbagetown, St. James Town----\n",
      "                venue  freq\n",
      "0                Café  0.07\n",
      "1         Coffee Shop  0.07\n",
      "2          Restaurant  0.07\n",
      "3  Italian Restaurant  0.07\n",
      "4        Liquor Store  0.03\n",
      "\n",
      "\n",
      "----Central Bay Street----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.23\n",
      "1                 Café  0.07\n",
      "2      Bubble Tea Shop  0.07\n",
      "3  Japanese Restaurant  0.07\n",
      "4   Italian Restaurant  0.07\n",
      "\n",
      "\n",
      "----Chinatown, Grange Park, Kensington Market----\n",
      "                     venue  freq\n",
      "0                     Café  0.17\n",
      "1    Vietnamese Restaurant  0.07\n",
      "2                   Bakery  0.07\n",
      "3       Mexican Restaurant  0.07\n",
      "4  Comfort Food Restaurant  0.03\n",
      "\n",
      "\n",
      "----Christie----\n",
      "                venue  freq\n",
      "0                Café  0.18\n",
      "1       Grocery Store  0.18\n",
      "2                Park  0.12\n",
      "3  Italian Restaurant  0.06\n",
      "4          Restaurant  0.06\n",
      "\n",
      "\n",
      "----Church and Wellesley----\n",
      "             venue  freq\n",
      "0          Gay Bar  0.07\n",
      "1     Burger Joint  0.07\n",
      "2  Bubble Tea Shop  0.03\n",
      "3       Restaurant  0.03\n",
      "4        Juice Bar  0.03\n",
      "\n",
      "\n",
      "----Commerce Court, Victoria Hotel----\n",
      "                 venue  freq\n",
      "0                 Café  0.17\n",
      "1          Coffee Shop  0.13\n",
      "2  Japanese Restaurant  0.07\n",
      "3        Deli / Bodega  0.07\n",
      "4           Restaurant  0.07\n",
      "\n",
      "\n",
      "----Davisville----\n",
      "              venue  freq\n",
      "0      Dessert Shop  0.10\n",
      "1    Sandwich Place  0.10\n",
      "2  Sushi Restaurant  0.07\n",
      "3              Café  0.07\n",
      "4       Coffee Shop  0.07\n",
      "\n",
      "\n",
      "----Davisville North----\n",
      "               venue  freq\n",
      "0               Park  0.12\n",
      "1              Hotel  0.12\n",
      "2  Food & Drink Shop  0.12\n",
      "3     Sandwich Place  0.12\n",
      "4   Department Store  0.12\n",
      "\n",
      "\n",
      "----Deer Park, Forest Hill SE, Rathnelly, South Hill, Summerhill West----\n",
      "          venue  freq\n",
      "0   Coffee Shop  0.13\n",
      "1           Pub  0.13\n",
      "2    Bagel Shop  0.07\n",
      "3  Liquor Store  0.07\n",
      "4    Sports Bar  0.07\n",
      "\n",
      "\n",
      "----Design Exchange, Toronto Dominion Centre----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.17\n",
      "1                 Café  0.10\n",
      "2        Deli / Bodega  0.07\n",
      "3  Japanese Restaurant  0.07\n",
      "4           Restaurant  0.07\n",
      "\n",
      "\n",
      "----Dovercourt Village, Dufferin----\n",
      "         venue  freq\n",
      "0     Pharmacy  0.13\n",
      "1       Bakery  0.13\n",
      "2  Music Venue  0.07\n",
      "3         Café  0.07\n",
      "4  Supermarket  0.07\n",
      "\n",
      "\n",
      "----First Canadian Place, Underground city----\n",
      "              venue  freq\n",
      "0              Café  0.13\n",
      "1       Coffee Shop  0.10\n",
      "2        Restaurant  0.07\n",
      "3        Steakhouse  0.07\n",
      "4  Greek Restaurant  0.03\n",
      "\n",
      "\n",
      "----Forest Hill North, Forest Hill West----\n",
      "                        venue  freq\n",
      "0                        Park  0.25\n",
      "1               Jewelry Store  0.25\n",
      "2            Sushi Restaurant  0.25\n",
      "3                       Trail  0.25\n",
      "4  Modern European Restaurant  0.00\n",
      "\n",
      "\n",
      "----Garden District, Ryerson----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.10\n",
      "1       Clothing Store  0.07\n",
      "2                 Café  0.07\n",
      "3  Japanese Restaurant  0.03\n",
      "4           Steakhouse  0.03\n",
      "\n",
      "\n",
      "----Harbord, University of Toronto----\n",
      "                 venue  freq\n",
      "0                 Café  0.13\n",
      "1  Japanese Restaurant  0.07\n",
      "2           Restaurant  0.07\n",
      "3                  Bar  0.07\n",
      "4               Bakery  0.07\n",
      "\n",
      "\n",
      "----Harbourfront----\n",
      "         venue  freq\n",
      "0  Coffee Shop  0.20\n",
      "1         Park  0.10\n",
      "2       Bakery  0.10\n",
      "3          Pub  0.07\n",
      "4         Café  0.07\n",
      "\n",
      "\n",
      "----Harbourfront East, Toronto Islands, Union Station----\n",
      "                 venue  freq\n",
      "0                 Café  0.07\n",
      "1                Plaza  0.07\n",
      "2                Hotel  0.07\n",
      "3                 Park  0.07\n",
      "4  Sporting Goods Shop  0.03\n",
      "\n",
      "\n",
      "----High Park, The Junction South----\n",
      "                       venue  freq\n",
      "0                       Café  0.09\n",
      "1            Thai Restaurant  0.09\n",
      "2         Mexican Restaurant  0.09\n",
      "3                        Bar  0.09\n",
      "4  Cajun / Creole Restaurant  0.04\n",
      "\n",
      "\n",
      "----India Bazaar, The Beaches West----\n",
      "               venue  freq\n",
      "0                Gym  0.05\n",
      "1       Intersection  0.05\n",
      "2      Burrito Place  0.05\n",
      "3       Burger Joint  0.05\n",
      "4  Fish & Chips Shop  0.05\n",
      "\n",
      "\n",
      "----Lawrence Park----\n",
      "                        venue  freq\n",
      "0  Construction & Landscaping  0.25\n",
      "1                        Park  0.25\n",
      "2                    Bus Line  0.25\n",
      "3                 Swim School  0.25\n",
      "4                     Airport  0.00\n",
      "\n",
      "\n",
      "----Little Portugal, Trinity----\n",
      "                   venue  freq\n",
      "0                    Bar  0.13\n",
      "1       Asian Restaurant  0.10\n",
      "2  Vietnamese Restaurant  0.07\n",
      "3            Pizza Place  0.07\n",
      "4       Malay Restaurant  0.03\n",
      "\n",
      "\n",
      "----Moore Park, Summerhill East----\n",
      "                 venue  freq\n",
      "0           Playground   1.0\n",
      "1              Airport   0.0\n",
      "2  Monument / Landmark   0.0\n",
      "3   Light Rail Station   0.0\n",
      "4         Liquor Store   0.0\n",
      "\n",
      "\n",
      "----North Midtown, The Annex, Yorkville----\n",
      "               venue  freq\n",
      "0     Sandwich Place  0.12\n",
      "1               Café  0.12\n",
      "2        Coffee Shop  0.08\n",
      "3        Flower Shop  0.04\n",
      "4  Indian Restaurant  0.04\n",
      "\n",
      "\n",
      "----North Toronto West----\n",
      "                 venue  freq\n",
      "0       Clothing Store  0.15\n",
      "1  Sporting Goods Shop  0.10\n",
      "2          Coffee Shop  0.10\n",
      "3          Yoga Studio  0.05\n",
      "4            Gift Shop  0.05\n",
      "\n",
      "\n",
      "----Parkdale, Roncesvalles----\n",
      "                venue  freq\n",
      "0           Gift Shop  0.15\n",
      "1  Italian Restaurant  0.08\n",
      "2        Dessert Shop  0.08\n",
      "3           Bookstore  0.08\n",
      "4       Movie Theater  0.08\n",
      "\n",
      "\n",
      "----Queen's Park----\n",
      "         venue  freq\n",
      "0  Coffee Shop  0.20\n",
      "1         Park  0.07\n",
      "2          Gym  0.07\n",
      "3  Yoga Studio  0.03\n",
      "4         Café  0.03\n",
      "\n",
      "\n",
      "----Riverdale, The Danforth West----\n",
      "                    venue  freq\n",
      "0        Greek Restaurant  0.27\n",
      "1      Italian Restaurant  0.07\n",
      "2          Ice Cream Shop  0.07\n",
      "3  Furniture / Home Store  0.03\n",
      "4         Bubble Tea Shop  0.03\n",
      "\n",
      "\n",
      "----Rosedale----\n",
      "                 venue  freq\n",
      "0                 Park  0.50\n",
      "1           Playground  0.25\n",
      "2                Trail  0.25\n",
      "3  Monument / Landmark  0.00\n",
      "4   Light Rail Station  0.00\n",
      "\n",
      "\n",
      "----Roselawn----\n",
      "                 venue  freq\n",
      "0               Garden   1.0\n",
      "1              Airport   0.0\n",
      "2  Monument / Landmark   0.0\n",
      "3   Light Rail Station   0.0\n",
      "4         Liquor Store   0.0\n",
      "\n",
      "\n",
      "----Runnymede, Swansea----\n",
      "                venue  freq\n",
      "0                Café  0.10\n",
      "1         Pizza Place  0.07\n",
      "2         Coffee Shop  0.07\n",
      "3    Sushi Restaurant  0.07\n",
      "4  Italian Restaurant  0.07\n",
      "\n",
      "\n",
      "----St. James Town----\n",
      "                 venue  freq\n",
      "0          Coffee Shop  0.10\n",
      "1            Gastropub  0.07\n",
      "2                Hotel  0.07\n",
      "3           Restaurant  0.07\n",
      "4  Japanese Restaurant  0.07\n",
      "\n",
      "\n",
      "----Stn A PO Boxes 25 The Esplanade----\n",
      "                venue  freq\n",
      "0            Beer Bar  0.07\n",
      "1  Seafood Restaurant  0.07\n",
      "2        Cocktail Bar  0.07\n",
      "3      Farmers Market  0.07\n",
      "4                Café  0.07\n",
      "\n",
      "\n",
      "----Studio District----\n",
      "                 venue  freq\n",
      "0                 Café  0.13\n",
      "1          Coffee Shop  0.10\n",
      "2               Bakery  0.07\n",
      "3  American Restaurant  0.07\n",
      "4   Italian Restaurant  0.07\n",
      "\n",
      "\n",
      "----The Beaches----\n",
      "               venue  freq\n",
      "0  Health Food Store   0.2\n",
      "1              Trail   0.2\n",
      "2   Asian Restaurant   0.2\n",
      "3                Pub   0.2\n",
      "4       Neighborhood   0.2\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "num_top_venues = 5\n",
    "for neigh in toronto_grouped['Neighbourhood']:\n",
    "    print(\"----\"+neigh+\"----\")\n",
    "    temp = toronto_grouped[toronto_grouped['Neighbourhood'] == neigh].T.reset_index()\n",
    "    temp.columns = ['venue','freq']\n",
    "    temp = temp.iloc[1:]\n",
    "    temp['freq'] = temp['freq'].astype(float)\n",
    "    temp = temp.round({'freq': 2})\n",
    "    print(temp.sort_values('freq', ascending=False).reset_index(drop=True).head(num_top_venues))\n",
    "    print('\\n')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Let's put that into a *pandas* dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def return_most_common_venues(row, num_top_venues):\n",
    "    row_categories = row.iloc[1:]\n",
    "    row_categories_sorted = row_categories.sort_values(ascending=False)\n",
    "    \n",
    "    return row_categories_sorted.index.values[0:num_top_venues]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\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>1st Most Common Venue</th>\n",
       "      <th>2nd Most Common Venue</th>\n",
       "      <th>3rd Most Common Venue</th>\n",
       "      <th>4th Most Common Venue</th>\n",
       "      <th>5th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.033333</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>Airport Service</td>\n",
       "      <td>Airport Lounge</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Airport</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Café</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pizza Place</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Neighborhood 1st Most Common Venue 2nd Most Common Venue  \\\n",
       "0      0.033333            Steakhouse      Sushi Restaurant   \n",
       "1      0.000000       Airport Service        Airport Lounge   \n",
       "2      0.000000           Coffee Shop          Cocktail Bar   \n",
       "3      0.000000                  Café           Coffee Shop   \n",
       "4      0.000000    Light Rail Station           Yoga Studio   \n",
       "\n",
       "  3rd Most Common Venue 4th Most Common Venue 5th Most Common Venue  \n",
       "0                 Hotel      Asian Restaurant                   Bar  \n",
       "1      Airport Terminal               Airport       Harbor / Marina  \n",
       "2                  Café    Seafood Restaurant        Farmers Market  \n",
       "3        Breakfast Spot         Burrito Place            Restaurant  \n",
       "4         Auto Workshop                  Park           Pizza Place  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "indicators = ['st', 'nd', 'rd']\n",
    "\n",
    "# create columns according to number of top venues\n",
    "columns = ['Neighborhood']\n",
    "for ind in np.arange(num_top_venues):\n",
    "    try:\n",
    "        columns.append('{}{} Most Common Venue'.format(ind+1, indicators[ind]))\n",
    "    except:\n",
    "        columns.append('{}th Most Common Venue'.format(ind+1))\n",
    "\n",
    "# create a new dataframe\n",
    "neighborhoods_venues_sorted = pd.DataFrame(columns=columns)\n",
    "neighborhoods_venues_sorted['Neighborhood'] = toronto_grouped['Neighborhood']\n",
    "\n",
    "for ind in np.arange(toronto_grouped.shape[0]):\n",
    "    neighborhoods_venues_sorted.iloc[ind, 1:] = return_most_common_venues(toronto_grouped.iloc[ind, :], num_top_venues)\n",
    "\n",
    "neighborhoods_venues_sorted.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39, 6)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "neighborhoods_venues_sorted.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Clustering Neighborhoods.\n",
    "\n",
    "Run k-means to cluster the neighborhood into 5 clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1 1 0 0 1 0 6 0 0 1]\n",
      "39\n"
     ]
    }
   ],
   "source": [
    "kclusters = 10\n",
    "\n",
    "toronto_grouped_clustering = toronto_grouped.drop('Neighbourhood', 1)\n",
    "# run k-means clustering\n",
    "kmeans = KMeans(n_clusters=kclusters, random_state=1).fit(toronto_grouped_clustering)\n",
    "\n",
    "# check cluster labels generated for each row in the dataframe\n",
    "print(kmeans.labels_[0:10])\n",
    "print(len(kmeans.labels_))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighbourhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Riverdale, The Danforth West</td>\n",
       "      <td>43.679557</td>\n",
       "      <td>-79.352188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>India Bazaar, The Beaches West</td>\n",
       "      <td>43.668999</td>\n",
       "      <td>-79.315572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>43.659526</td>\n",
       "      <td>-79.340923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>43.728020</td>\n",
       "      <td>-79.388790</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Borough                   Neighbourhood   Latitude  Longitude\n",
       "0     East Toronto                     The Beaches  43.676357 -79.293031\n",
       "1     East Toronto    Riverdale, The Danforth West  43.679557 -79.352188\n",
       "2     East Toronto  India Bazaar, The Beaches West  43.668999 -79.315572\n",
       "3     East Toronto                 Studio District  43.659526 -79.340923\n",
       "4  Central Toronto                   Lawrence Park  43.728020 -79.388790"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Toronto_N.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "'Neighbourhood'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\indexes\\base.py\u001b[0m in \u001b[0;36mget_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m   2441\u001b[0m             \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2442\u001b[1;33m                 \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2443\u001b[0m             \u001b[1;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;31mKeyError\u001b[0m: 'Neighbourhood'",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-34-b53ab63e32eb>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m \u001b[1;31m# merge toronto_grouped with toronto_data to add latitude/longitude for each neighborhood\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m \u001b[0mtoronto_merged\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtoronto_merged\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mneighborhoods_venues_sorted\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Neighbourhood'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mon\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'Neighbourhood'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      9\u001b[0m \u001b[0mtoronto_merged\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mhead\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m# check the last columns!\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\frame.py\u001b[0m in \u001b[0;36mset_index\u001b[1;34m(self, keys, drop, append, inplace, verify_integrity)\u001b[0m\n\u001b[0;32m   2828\u001b[0m                 \u001b[0mnames\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2829\u001b[0m             \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2830\u001b[1;33m                 \u001b[0mlevel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mframe\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mcol\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_values\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2831\u001b[0m                 \u001b[0mnames\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcol\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2832\u001b[0m                 \u001b[1;32mif\u001b[0m \u001b[0mdrop\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   1962\u001b[0m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1963\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1964\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_getitem_column\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1965\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1966\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0m_getitem_column\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\frame.py\u001b[0m in \u001b[0;36m_getitem_column\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   1969\u001b[0m         \u001b[1;31m# get column\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1970\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mis_unique\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1971\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_get_item_cache\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1972\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1973\u001b[0m         \u001b[1;31m# duplicate columns & possible reduce dimensionality\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\generic.py\u001b[0m in \u001b[0;36m_get_item_cache\u001b[1;34m(self, item)\u001b[0m\n\u001b[0;32m   1643\u001b[0m         \u001b[0mres\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcache\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1644\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mres\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1645\u001b[1;33m             \u001b[0mvalues\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_data\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1646\u001b[0m             \u001b[0mres\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_box_item_values\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1647\u001b[0m             \u001b[0mcache\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mres\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\internals.py\u001b[0m in \u001b[0;36mget\u001b[1;34m(self, item, fastpath)\u001b[0m\n\u001b[0;32m   3588\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   3589\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0misnull\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 3590\u001b[1;33m                 \u001b[0mloc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   3591\u001b[0m             \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   3592\u001b[0m                 \u001b[0mindexer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0marange\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0misnull\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda2\\envs\\python3\\lib\\site-packages\\pandas\\core\\indexes\\base.py\u001b[0m in \u001b[0;36mget_loc\u001b[1;34m(self, key, method, tolerance)\u001b[0m\n\u001b[0;32m   2442\u001b[0m                 \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2443\u001b[0m             \u001b[1;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2444\u001b[1;33m                 \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_maybe_cast_indexer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2445\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2446\u001b[0m         \u001b[0mindexer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_indexer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mkey\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtolerance\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtolerance\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas\\_libs\\hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;31mKeyError\u001b[0m: 'Neighbourhood'"
     ]
    }
   ],
   "source": [
    "toronto_merged = Toronto_N\n",
    "\n",
    "# add clustering labels\n",
    "toronto_merged['Cluster Labels'] = kmeans.labels_\n",
    "\n",
    "# merge toronto_grouped with toronto_data to add latitude/longitude for each neighborhood\n",
    "toronto_merged = toronto_merged.join(neighborhoods_venues_sorted.set_index('Neighbourhood'), on='Neighbourhood')\n",
    "\n",
    "toronto_merged.head() # check the last columns!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
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                {"bubblingMouseEvents": true, "color": "#d4dd80", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#d4dd80", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_d1f6b267d2ee434f8d998acd84b0a7d6 = L.popup({"maxWidth": "100%"});

        
            var html_155303be82ac464482baf5630fdf89a4 = $(`<div id="html_155303be82ac464482baf5630fdf89a4" style="width: 100.0%; height: 100.0%;">Berczy Park Cluster 7</div>`)[0];
            popup_d1f6b267d2ee434f8d998acd84b0a7d6.setContent(html_155303be82ac464482baf5630fdf89a4);
        

        circle_marker_0b7700d5ea7a453e97d89ff0124335f7.bindPopup(popup_d1f6b267d2ee434f8d998acd84b0a7d6)
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            var circle_marker_12b94b78f9e64476bf1e2292b218860c = L.circleMarker(
                [43.6579524, -79.3873826],
                {"bubblingMouseEvents": true, "color": "#ff562c", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff562c", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_5fb9563b86e746e4b7e98e87de533ff4 = L.popup({"maxWidth": "100%"});

        
            var html_8b7702c2a1ba4e48869b8af7743edbee = $(`<div id="html_8b7702c2a1ba4e48869b8af7743edbee" style="width: 100.0%; height: 100.0%;">Central Bay Street Cluster 9</div>`)[0];
            popup_5fb9563b86e746e4b7e98e87de533ff4.setContent(html_8b7702c2a1ba4e48869b8af7743edbee);
        

        circle_marker_12b94b78f9e64476bf1e2292b218860c.bindPopup(popup_5fb9563b86e746e4b7e98e87de533ff4)
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            var circle_marker_a1bcfd272b1945e5a2c88460f163ee83 = L.circleMarker(
                [43.65057120000001, -79.3845675],
                {"bubblingMouseEvents": true, "color": "#d4dd80", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#d4dd80", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_3154af118af24d6f81e63bbc9e2fbcaa = L.popup({"maxWidth": "100%"});

        
            var html_6f256d405e184707a11b8f853fdf11e6 = $(`<div id="html_6f256d405e184707a11b8f853fdf11e6" style="width: 100.0%; height: 100.0%;">Adelaide, King, Richmond Cluster 7</div>`)[0];
            popup_3154af118af24d6f81e63bbc9e2fbcaa.setContent(html_6f256d405e184707a11b8f853fdf11e6);
        

        circle_marker_a1bcfd272b1945e5a2c88460f163ee83.bindPopup(popup_3154af118af24d6f81e63bbc9e2fbcaa)
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            var circle_marker_e64c2fff75824945b02e2c7001b05dfd = L.circleMarker(
                [43.6408157, -79.38175229999997],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_038641efccc444258384cfbe9208a65e = L.popup({"maxWidth": "100%"});

        
            var html_240cef7d37a941c3aa1edb921c9941b7 = $(`<div id="html_240cef7d37a941c3aa1edb921c9941b7" style="width: 100.0%; height: 100.0%;">Harbourfront East, Toronto Islands, Union Station Cluster 0</div>`)[0];
            popup_038641efccc444258384cfbe9208a65e.setContent(html_240cef7d37a941c3aa1edb921c9941b7);
        

        circle_marker_e64c2fff75824945b02e2c7001b05dfd.bindPopup(popup_038641efccc444258384cfbe9208a65e)
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            var circle_marker_3a76d6c00cc34722b67d9f928ac135e2 = L.circleMarker(
                [43.6471768, -79.38157640000001],
                {"bubblingMouseEvents": true, "color": "#d4dd80", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#d4dd80", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_bef303991e1d423f867a62d56854948d = L.popup({"maxWidth": "100%"});

        
            var html_153d26309cbe4c878c14fa788ca60050 = $(`<div id="html_153d26309cbe4c878c14fa788ca60050" style="width: 100.0%; height: 100.0%;">Design Exchange, Toronto Dominion Centre Cluster 7</div>`)[0];
            popup_bef303991e1d423f867a62d56854948d.setContent(html_153d26309cbe4c878c14fa788ca60050);
        

        circle_marker_3a76d6c00cc34722b67d9f928ac135e2.bindPopup(popup_bef303991e1d423f867a62d56854948d)
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            var circle_marker_27b879ad2ea145e49e009be3f192f6f8 = L.circleMarker(
                [43.6481985, -79.37981690000002],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_72a32629af9142468b1da3c53001e253 = L.popup({"maxWidth": "100%"});

        
            var html_773a5fc9df09420aa9960d7ec52ee717 = $(`<div id="html_773a5fc9df09420aa9960d7ec52ee717" style="width: 100.0%; height: 100.0%;">Commerce Court, Victoria Hotel Cluster 0</div>`)[0];
            popup_72a32629af9142468b1da3c53001e253.setContent(html_773a5fc9df09420aa9960d7ec52ee717);
        

        circle_marker_27b879ad2ea145e49e009be3f192f6f8.bindPopup(popup_72a32629af9142468b1da3c53001e253)
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            var circle_marker_33a11ced038c4816a81fc37a24e87576 = L.circleMarker(
                [43.7116948, -79.41693559999999],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_7a79a8e893bd48639d7820bf380deabe = L.popup({"maxWidth": "100%"});

        
            var html_fae35fdf02c14a0fa2c992f2dead6685 = $(`<div id="html_fae35fdf02c14a0fa2c992f2dead6685" style="width: 100.0%; height: 100.0%;">Roselawn Cluster 0</div>`)[0];
            popup_7a79a8e893bd48639d7820bf380deabe.setContent(html_fae35fdf02c14a0fa2c992f2dead6685);
        

        circle_marker_33a11ced038c4816a81fc37a24e87576.bindPopup(popup_7a79a8e893bd48639d7820bf380deabe)
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            var circle_marker_4178f7bfd24a4286b0cb8fac5b5e273c = L.circleMarker(
                [43.6969476, -79.41130720000002],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_95a95fc2227444bcb66c78e6c918ff37 = L.popup({"maxWidth": "100%"});

        
            var html_234d81804635446b8130d691fb5b5576 = $(`<div id="html_234d81804635446b8130d691fb5b5576" style="width: 100.0%; height: 100.0%;">Forest Hill North, Forest Hill West Cluster 0</div>`)[0];
            popup_95a95fc2227444bcb66c78e6c918ff37.setContent(html_234d81804635446b8130d691fb5b5576);
        

        circle_marker_4178f7bfd24a4286b0cb8fac5b5e273c.bindPopup(popup_95a95fc2227444bcb66c78e6c918ff37)
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            var circle_marker_0e66703479044715be546885160c4c61 = L.circleMarker(
                [43.6727097, -79.40567840000001],
                {"bubblingMouseEvents": true, "color": "#2adddd", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#2adddd", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_f45bf70311334d969a17576a3bde2778 = L.popup({"maxWidth": "100%"});

        
            var html_4a57c82c92f446aab53d7a12ead66fd4 = $(`<div id="html_4a57c82c92f446aab53d7a12ead66fd4" style="width: 100.0%; height: 100.0%;">North Midtown, The Annex, Yorkville Cluster 4</div>`)[0];
            popup_f45bf70311334d969a17576a3bde2778.setContent(html_4a57c82c92f446aab53d7a12ead66fd4);
        

        circle_marker_0e66703479044715be546885160c4c61.bindPopup(popup_f45bf70311334d969a17576a3bde2778)
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            var circle_marker_7236b03dea8e4850a59c13ce93b893c9 = L.circleMarker(
                [43.6626956, -79.4000493],
                {"bubblingMouseEvents": true, "color": "#9cfba4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#9cfba4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_cee33a987b7d48bfaf70b42b1db6efed = L.popup({"maxWidth": "100%"});

        
            var html_9052d810d51f48a6913bcf1c4d4e5a17 = $(`<div id="html_9052d810d51f48a6913bcf1c4d4e5a17" style="width: 100.0%; height: 100.0%;">Harbord, University of Toronto Cluster 6</div>`)[0];
            popup_cee33a987b7d48bfaf70b42b1db6efed.setContent(html_9052d810d51f48a6913bcf1c4d4e5a17);
        

        circle_marker_7236b03dea8e4850a59c13ce93b893c9.bindPopup(popup_cee33a987b7d48bfaf70b42b1db6efed)
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            var circle_marker_dc8fe95b716749b698e9a79653e2a540 = L.circleMarker(
                [43.6532057, -79.4000493],
                {"bubblingMouseEvents": true, "color": "#62fbc4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#62fbc4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_f3177a62fb71403fa3fd7c2f6c110609 = L.popup({"maxWidth": "100%"});

        
            var html_1d72a77ac70b49489bae8654534ec433 = $(`<div id="html_1d72a77ac70b49489bae8654534ec433" style="width: 100.0%; height: 100.0%;">Chinatown, Grange Park, Kensington Market Cluster 5</div>`)[0];
            popup_f3177a62fb71403fa3fd7c2f6c110609.setContent(html_1d72a77ac70b49489bae8654534ec433);
        

        circle_marker_dc8fe95b716749b698e9a79653e2a540.bindPopup(popup_f3177a62fb71403fa3fd7c2f6c110609)
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            var circle_marker_ae17c8fad0924965a5091b2d6ebcb636 = L.circleMarker(
                [43.6289467, -79.3944199],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_4a54351caa42439c8acb2f8544602001 = L.popup({"maxWidth": "100%"});

        
            var html_c6ca9326f78c49e3812bf443c8aea8c5 = $(`<div id="html_c6ca9326f78c49e3812bf443c8aea8c5" style="width: 100.0%; height: 100.0%;">Bathurst Quay, CN Tower, Harbourfront West, Island airport, King and Spadina, Railway Lands, South Niagara Cluster 0</div>`)[0];
            popup_4a54351caa42439c8acb2f8544602001.setContent(html_c6ca9326f78c49e3812bf443c8aea8c5);
        

        circle_marker_ae17c8fad0924965a5091b2d6ebcb636.bindPopup(popup_4a54351caa42439c8acb2f8544602001)
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            var circle_marker_ec4f450137f4436c8cfe7d4afac0dc62 = L.circleMarker(
                [43.6464352, -79.37484599999998],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_f3df334d658a4384b87beddc38ee8357 = L.popup({"maxWidth": "100%"});

        
            var html_41b383c21cec4a86a6499aa8ff75d5d7 = $(`<div id="html_41b383c21cec4a86a6499aa8ff75d5d7" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes 25 The Esplanade Cluster 0</div>`)[0];
            popup_f3df334d658a4384b87beddc38ee8357.setContent(html_41b383c21cec4a86a6499aa8ff75d5d7);
        

        circle_marker_ec4f450137f4436c8cfe7d4afac0dc62.bindPopup(popup_f3df334d658a4384b87beddc38ee8357)
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            var circle_marker_d60c9af76d1e4388935f4b69c26e8e9c = L.circleMarker(
                [43.6484292, -79.3822802],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_36470d6193d547379c5ff1f99fa49627 = L.popup({"maxWidth": "100%"});

        
            var html_b39d888218ff43a4870a76be514607a9 = $(`<div id="html_b39d888218ff43a4870a76be514607a9" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city Cluster 0</div>`)[0];
            popup_36470d6193d547379c5ff1f99fa49627.setContent(html_b39d888218ff43a4870a76be514607a9);
        

        circle_marker_d60c9af76d1e4388935f4b69c26e8e9c.bindPopup(popup_36470d6193d547379c5ff1f99fa49627)
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            var circle_marker_b2c68f237fe94b0db2fb4c052952cab4 = L.circleMarker(
                [43.669542, -79.4225637],
                {"bubblingMouseEvents": true, "color": "#d4dd80", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#d4dd80", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_125ec92ef234445897df90947ed4882c = L.popup({"maxWidth": "100%"});

        
            var html_abf2721668a4435e85d2593a4c1a8597 = $(`<div id="html_abf2721668a4435e85d2593a4c1a8597" style="width: 100.0%; height: 100.0%;">Christie Cluster 7</div>`)[0];
            popup_125ec92ef234445897df90947ed4882c.setContent(html_abf2721668a4435e85d2593a4c1a8597);
        

        circle_marker_b2c68f237fe94b0db2fb4c052952cab4.bindPopup(popup_125ec92ef234445897df90947ed4882c)
        ;

        
    
    
            var circle_marker_dac4945503a14253bf5fe82d13913efc = L.circleMarker(
                [43.66900510000001, -79.4422593],
                {"bubblingMouseEvents": true, "color": "#ffa256", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ffa256", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_63ac726b49d4487db9f7df41f52acb9a = L.popup({"maxWidth": "100%"});

        
            var html_c2b0f7e3521141e0aa167ae533f7fee5 = $(`<div id="html_c2b0f7e3521141e0aa167ae533f7fee5" style="width: 100.0%; height: 100.0%;">Dovercourt Village, Dufferin Cluster 8</div>`)[0];
            popup_63ac726b49d4487db9f7df41f52acb9a.setContent(html_c2b0f7e3521141e0aa167ae533f7fee5);
        

        circle_marker_dac4945503a14253bf5fe82d13913efc.bindPopup(popup_63ac726b49d4487db9f7df41f52acb9a)
        ;

        
    
    
            var circle_marker_c1ad88d78d2346b89dd8be3640ac694d = L.circleMarker(
                [43.647926700000006, -79.4197497],
                {"bubblingMouseEvents": true, "color": "#8000ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#8000ff", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_b6eff434a5194217ac2d37f9312d53ae = L.popup({"maxWidth": "100%"});

        
            var html_66a23c6985784d28bf024ae023fb60d0 = $(`<div id="html_66a23c6985784d28bf024ae023fb60d0" style="width: 100.0%; height: 100.0%;">Little Portugal, Trinity Cluster 1</div>`)[0];
            popup_b6eff434a5194217ac2d37f9312d53ae.setContent(html_66a23c6985784d28bf024ae023fb60d0);
        

        circle_marker_c1ad88d78d2346b89dd8be3640ac694d.bindPopup(popup_b6eff434a5194217ac2d37f9312d53ae)
        ;

        
    
    
            var circle_marker_8de77510c5574d0f944a889d6c081725 = L.circleMarker(
                [43.6368472, -79.42819140000002],
                {"bubblingMouseEvents": true, "color": "#4856fb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#4856fb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_246a7d308676483aaf39b2433ca5f52d = L.popup({"maxWidth": "100%"});

        
            var html_04acdabdb1c6494d86b18dda267aab0b = $(`<div id="html_04acdabdb1c6494d86b18dda267aab0b" style="width: 100.0%; height: 100.0%;">Brockton, Exhibition Place, Parkdale Village Cluster 2</div>`)[0];
            popup_246a7d308676483aaf39b2433ca5f52d.setContent(html_04acdabdb1c6494d86b18dda267aab0b);
        

        circle_marker_8de77510c5574d0f944a889d6c081725.bindPopup(popup_246a7d308676483aaf39b2433ca5f52d)
        ;

        
    
    
            var circle_marker_18fe6480d6624b9fb72804492474104a = L.circleMarker(
                [43.6616083, -79.46476329999999],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_1894eb289b684807895aab3d5f2a1f8f = L.popup({"maxWidth": "100%"});

        
            var html_db79dd18c17941e9813da67bec011eb0 = $(`<div id="html_db79dd18c17941e9813da67bec011eb0" style="width: 100.0%; height: 100.0%;">High Park, The Junction South Cluster 0</div>`)[0];
            popup_1894eb289b684807895aab3d5f2a1f8f.setContent(html_db79dd18c17941e9813da67bec011eb0);
        

        circle_marker_18fe6480d6624b9fb72804492474104a.bindPopup(popup_1894eb289b684807895aab3d5f2a1f8f)
        ;

        
    
    
            var circle_marker_f0945f1636ce429e8a20e4f0b33952dc = L.circleMarker(
                [43.6489597, -79.456325],
                {"bubblingMouseEvents": true, "color": "#d4dd80", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#d4dd80", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_67d74aeb30a1450ea75847354eb3a536 = L.popup({"maxWidth": "100%"});

        
            var html_b7d30bab7e934242b01759e54dbf8ae4 = $(`<div id="html_b7d30bab7e934242b01759e54dbf8ae4" style="width: 100.0%; height: 100.0%;">Parkdale, Roncesvalles Cluster 7</div>`)[0];
            popup_67d74aeb30a1450ea75847354eb3a536.setContent(html_b7d30bab7e934242b01759e54dbf8ae4);
        

        circle_marker_f0945f1636ce429e8a20e4f0b33952dc.bindPopup(popup_67d74aeb30a1450ea75847354eb3a536)
        ;

        
    
    
            var circle_marker_713989f9f8c04e61986ad8305a6c5c4e = L.circleMarker(
                [43.6515706, -79.4844499],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_06cd166de797498781433188f676c478 = L.popup({"maxWidth": "100%"});

        
            var html_563965c1347a4e2280510af70029b321 = $(`<div id="html_563965c1347a4e2280510af70029b321" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea Cluster 0</div>`)[0];
            popup_06cd166de797498781433188f676c478.setContent(html_563965c1347a4e2280510af70029b321);
        

        circle_marker_713989f9f8c04e61986ad8305a6c5c4e.bindPopup(popup_06cd166de797498781433188f676c478)
        ;

        
    
    
            var circle_marker_d3a46bde5da1495f993e1bc82537454c = L.circleMarker(
                [43.6623015, -79.3894938],
                {"bubblingMouseEvents": true, "color": "#ff0000", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ff0000", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_cdd884f8343c41479c7afc8029a14a3f = L.popup({"maxWidth": "100%"});

        
            var html_35faf8ff5bb14a4f8a4e4aceb4b29ba8 = $(`<div id="html_35faf8ff5bb14a4f8a4e4aceb4b29ba8" style="width: 100.0%; height: 100.0%;">Queen&#39;s Park Cluster 0</div>`)[0];
            popup_cdd884f8343c41479c7afc8029a14a3f.setContent(html_35faf8ff5bb14a4f8a4e4aceb4b29ba8);
        

        circle_marker_d3a46bde5da1495f993e1bc82537454c.bindPopup(popup_cdd884f8343c41479c7afc8029a14a3f)
        ;

        
    
    
            var circle_marker_e7d1cd955c064f9295f3767cfefed4a1 = L.circleMarker(
                [43.6627439, -79.321558],
                {"bubblingMouseEvents": true, "color": "#10a2f0", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#10a2f0", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_875c6e460b1d44d3a8ca1fd6c6d561d6);
        
    
        var popup_c9cd498c641541dbb95d4e05e618ef4b = L.popup({"maxWidth": "100%"});

        
            var html_8fac4ed0fb2643a3adf655ad61cc0302 = $(`<div id="html_8fac4ed0fb2643a3adf655ad61cc0302" style="width: 100.0%; height: 100.0%;">Business Reply Mail Processing Centre 969 Eastern Cluster 3</div>`)[0];
            popup_c9cd498c641541dbb95d4e05e618ef4b.setContent(html_8fac4ed0fb2643a3adf655ad61cc0302);
        

        circle_marker_e7d1cd955c064f9295f3767cfefed4a1.bindPopup(popup_c9cd498c641541dbb95d4e05e618ef4b)
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</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 0x1df56ce7780>"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "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(toronto_merged['Latitude'], toronto_merged['Longitude'], toronto_merged['Neighbourhood'],kmeans.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": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39, 6)"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "neighborhoods_venues_sorted.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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