Segmenting_Toronto_City.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h1 align=center><font size = 5>Segmenting and Clustering Neighborhoods in Toronto City</font></h1>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "done\n"
     ]
    }
   ],
   "source": [
    "#importing important libraries\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import pandas as pd\n",
    "print('done')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## WEB SCRAPING\n",
    "We will start to get the table from Wikipedia by scraping the website with BeautifulSoup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1A</td>\n",
       "      <td>Not assigned</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M2A</td>\n",
       "      <td>Not assigned</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code           Borough               Neighborhood\n",
       "0         M1A      Not assigned                           \n",
       "1         M2A      Not assigned                           \n",
       "2         M3A        North York                  Parkwoods\n",
       "3         M4A        North York           Victoria Village\n",
       "4         M5A  Downtown Toronto  Regent Park, Harbourfront"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = 'https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M'\n",
    "website = requests.get(url).text\n",
    "soup = BeautifulSoup(website , 'lxml')\n",
    "\n",
    "#getting the table then the rows\n",
    "my_table = soup.find('table', {'class' : 'wikitable sortable'})\n",
    "for tag in my_table.find_all('tbody'):\n",
    "    all_rows = tag.find_all('tr')\n",
    "    \n",
    "# initiating data container\n",
    "postal_code_column = []\n",
    "borough_column = []\n",
    "neighborhood_column = []\n",
    "\n",
    "#extracting the data from the rows\n",
    "for row in all_rows[1:]:\n",
    "    row_data = row.find_all('td')\n",
    "    postal_code_column.append(row_data[0].text.strip())\n",
    "    borough_column.append(row_data[1].text.strip())\n",
    "    neighborhood_column.append(row_data[2].text.strip())\n",
    "    \n",
    "#inserting data into dataframe\n",
    "column_names = ['Postal Code', 'Borough', 'Neighborhood']\n",
    "df = pd.DataFrame(columns = column_names)\n",
    "df['Postal Code'] = postal_code_column\n",
    "df['Borough'] = borough_column\n",
    "df['Neighborhood'] = neighborhood_column\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Manor, Lawrence Heights</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park, Ontario Provincial Government</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code           Borough                                 Neighborhood\n",
       "0         M3A        North York                                    Parkwoods\n",
       "1         M4A        North York                             Victoria Village\n",
       "2         M5A  Downtown Toronto                    Regent Park, Harbourfront\n",
       "3         M6A        North York             Lawrence Manor, Lawrence Heights\n",
       "4         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Data Wrangling \n",
    "df = pd.DataFrame(df[df['Borough'] != 'Not assigned'])\n",
    "df.reset_index(inplace = True, drop = True)\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the present version of the table available on Wikipedia, no postal code is listed twice and. So data wrangling ends here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 3)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## GETTING GEO-SPATIAL DATA\n",
    "Now we are going to get the geo_spatial data. However, as the geocoder module is not working, we will directly get the data from the csv provided. Then we are going to put it in a dataframe that will be merged with the df dataframe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The length of the geo_spatial data frame is : 103\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code   Latitude  Longitude\n",
       "0         M1B  43.806686 -79.194353\n",
       "1         M1C  43.784535 -79.160497\n",
       "2         M1E  43.763573 -79.188711\n",
       "3         M1G  43.770992 -79.216917\n",
       "4         M1H  43.773136 -79.239476"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_data = pd.read_csv('Geospatial_Coordinates.csv')\n",
    "print(\"The length of the geo_spatial data frame is : {}\".format(len(geo_data['Postal Code'].unique())))\n",
    "geo_data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "      <td>43.753259</td>\n",
       "      <td>-79.329656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "      <td>43.725882</td>\n",
       "      <td>-79.315572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.654260</td>\n",
       "      <td>-79.360636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Manor, Lawrence Heights</td>\n",
       "      <td>43.718518</td>\n",
       "      <td>-79.464763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park, Ontario Provincial Government</td>\n",
       "      <td>43.662301</td>\n",
       "      <td>-79.389494</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code           Borough                                 Neighborhood  \\\n",
       "0         M3A        North York                                    Parkwoods   \n",
       "1         M4A        North York                             Victoria Village   \n",
       "2         M5A  Downtown Toronto                    Regent Park, Harbourfront   \n",
       "3         M6A        North York             Lawrence Manor, Lawrence Heights   \n",
       "4         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government   \n",
       "\n",
       "    Latitude  Longitude  \n",
       "0  43.753259 -79.329656  \n",
       "1  43.725882 -79.315572  \n",
       "2  43.654260 -79.360636  \n",
       "3  43.718518 -79.464763  \n",
       "4  43.662301 -79.389494  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Merging the two dataframe\n",
    "final_df = pd.merge(df, geo_data, how = 'inner', on = ['Postal Code', 'Postal Code'] )\n",
    "final_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CLUSTERING THE CITY\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will first get a dataframe of all the boroughs with 'Toronto' in their names, then using Foursquare we will get the 100 most common venues in each borough. Afterwards we will extract the 10 most frequent category to cluster the city"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.654260</td>\n",
       "      <td>-79.360636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park, Ontario Provincial Government</td>\n",
       "      <td>43.662301</td>\n",
       "      <td>-79.389494</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Garden District, Ryerson</td>\n",
       "      <td>43.657162</td>\n",
       "      <td>-79.378937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M5C</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>St. James Town</td>\n",
       "      <td>43.651494</td>\n",
       "      <td>-79.375418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M4E</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code           Borough                                 Neighborhood  \\\n",
       "0         M5A  Downtown Toronto                    Regent Park, Harbourfront   \n",
       "1         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government   \n",
       "2         M5B  Downtown Toronto                     Garden District, Ryerson   \n",
       "3         M5C  Downtown Toronto                               St. James Town   \n",
       "4         M4E      East Toronto                                  The Beaches   \n",
       "\n",
       "    Latitude  Longitude  \n",
       "0  43.654260 -79.360636  \n",
       "1  43.662301 -79.389494  \n",
       "2  43.657162 -79.378937  \n",
       "3  43.651494 -79.375418  \n",
       "4  43.676357 -79.293031  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#getting the Toronto dataframe\n",
    "toronto_df = pd.DataFrame.copy(final_df[final_df['Borough'].str.contains('Toronto') ])\n",
    "toronto_df.reset_index(inplace = True, drop = True)\n",
    "toronto_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your credentails:\n",
      "CLIENT_ID: EJ3SYZZBS4S3IYQ0JEXP5WCJN1JZOFQYIPTZREL0BQTENUV2\n",
      "CLIENT_SECRET:Q3EXQ3CZ5T5QEKXVJPYWXUX0HMIFZ4IYZEM3U2FKYPHHXEBJ\n"
     ]
    }
   ],
   "source": [
    "#Foursquare Credentials\n",
    "CLIENT_ID = 'EJ3SYZZBS4S3IYQ0JEXP5WCJN1JZOFQYIPTZREL0BQTENUV2' # your Foursquare ID\n",
    "CLIENT_SECRET = 'Q3EXQ3CZ5T5QEKXVJPYWXUX0HMIFZ4IYZEM3U2FKYPHHXEBJ' # your Foursquare Secret\n",
    "VERSION = '20180605' # Foursquare API version\n",
    "\n",
    "print('Your credentails:')\n",
    "print('CLIENT_ID: ' + CLIENT_ID)\n",
    "print('CLIENT_SECRET:' + CLIENT_SECRET)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#important libraries for what's to come\n",
    "import folium\n",
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=500, LIMIT = 100):\n",
    "    \n",
    "    venues_list=[]\n",
    "    for name, lat, lng in zip(names, latitudes, longitudes):\n",
    "        print(name)\n",
    "            \n",
    "        # create the API request URL\n",
    "        url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(\n",
    "            CLIENT_ID, \n",
    "            CLIENT_SECRET, \n",
    "            VERSION, \n",
    "            lat, \n",
    "            lng, \n",
    "            radius, \n",
    "             100)\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 = ['Neighborhood', \n",
    "                  'Neighborhood Latitude', \n",
    "                  'Neighborhood Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regent Park, Harbourfront\n",
      "Queen's Park, Ontario Provincial Government\n",
      "Garden District, Ryerson\n",
      "St. James Town\n",
      "The Beaches\n",
      "Berczy Park\n",
      "Central Bay Street\n",
      "Christie\n",
      "Richmond, Adelaide, King\n",
      "Dufferin, Dovercourt Village\n",
      "Harbourfront East, Union Station, Toronto Islands\n",
      "Little Portugal, Trinity\n",
      "The Danforth West, Riverdale\n",
      "Toronto Dominion Centre, Design Exchange\n",
      "Brockton, Parkdale Village, Exhibition Place\n",
      "India Bazaar, The Beaches West\n",
      "Commerce Court, Victoria Hotel\n",
      "Studio District\n",
      "Lawrence Park\n",
      "Roselawn\n",
      "Davisville North\n",
      "Forest Hill North & West\n",
      "High Park, The Junction South\n",
      "North Toronto West\n",
      "The Annex, North Midtown, Yorkville\n",
      "Parkdale, Roncesvalles\n",
      "Davisville\n",
      "University of Toronto, Harbord\n",
      "Runnymede, Swansea\n",
      "Moore Park, Summerhill East\n",
      "Kensington Market, Chinatown, Grange Park\n",
      "Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park\n",
      "CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport\n",
      "Rosedale\n",
      "Stn A PO Boxes\n",
      "St. James Town, Cabbagetown\n",
      "First Canadian Place, Underground city\n",
      "Church and Wellesley\n",
      "Business reply mail Processing Centre\n"
     ]
    }
   ],
   "source": [
    "#getting the 100 venues for each borough\n",
    "toronto_venues = getNearbyVenues(names=toronto_df['Neighborhood'],\n",
    "                                   latitudes=toronto_df['Latitude'],\n",
    "                                   longitudes=toronto_df['Longitude']\n",
    "                                  )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1603, 7)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_venues.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood Latitude</th>\n",
       "      <th>Neighborhood Longitude</th>\n",
       "      <th>Venue</th>\n",
       "      <th>Venue Latitude</th>\n",
       "      <th>Venue Longitude</th>\n",
       "      <th>Venue Category</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Neighborhood</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Berczy Park</th>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brockton, Parkdale Village, Exhibition Place</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>Business reply mail Processing Centre</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>CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport</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>Central Bay Street</th>\n",
       "      <td>63</td>\n",
       "      <td>63</td>\n",
       "      <td>63</td>\n",
       "      <td>63</td>\n",
       "      <td>63</td>\n",
       "      <td>63</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>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Commerce Court, Victoria Hotel</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Davisville</th>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</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>Dufferin, Dovercourt Village</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>First Canadian Place, Underground city</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Forest Hill North &amp; 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>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Harbourfront East, Union Station, Toronto Islands</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>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>Kensington Market, Chinatown, Grange Park</th>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lawrence Park</th>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Little Portugal, Trinity</th>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Moore Park, Summerhill East</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>North Toronto West</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Parkdale, Roncesvalles</th>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Queen's Park, Ontario Provincial Government</th>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Regent Park, Harbourfront</th>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Richmond, Adelaide, King</th>\n",
       "      <td>93</td>\n",
       "      <td>93</td>\n",
       "      <td>93</td>\n",
       "      <td>93</td>\n",
       "      <td>93</td>\n",
       "      <td>93</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>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. James Town</th>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. James Town, Cabbagetown</th>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stn A PO Boxes</th>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Studio District</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park</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>The Annex, North Midtown, Yorkville</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>The Beaches</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>The Danforth West, Riverdale</th>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Toronto Dominion Centre, Design Exchange</th>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>University of Toronto, Harbord</th>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    Neighborhood Latitude  \\\n",
       "Neighborhood                                                                \n",
       "Berczy Park                                                            56   \n",
       "Brockton, Parkdale Village, Exhibition Place                           24   \n",
       "Business reply mail Processing Centre                                  17   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...                     15   \n",
       "Central Bay Street                                                     63   \n",
       "Christie                                                               17   \n",
       "Church and Wellesley                                                   77   \n",
       "Commerce Court, Victoria Hotel                                        100   \n",
       "Davisville                                                             35   \n",
       "Davisville North                                                        8   \n",
       "Dufferin, Dovercourt Village                                           16   \n",
       "First Canadian Place, Underground city                                100   \n",
       "Forest Hill North & West                                                4   \n",
       "Garden District, Ryerson                                              100   \n",
       "Harbourfront East, Union Station, Toronto Islands                     100   \n",
       "High Park, The Junction South                                          23   \n",
       "India Bazaar, The Beaches West                                         19   \n",
       "Kensington Market, Chinatown, Grange Park                              56   \n",
       "Lawrence Park                                                           3   \n",
       "Little Portugal, Trinity                                               43   \n",
       "Moore Park, Summerhill East                                             2   \n",
       "North Toronto West                                                     21   \n",
       "Parkdale, Roncesvalles                                                 14   \n",
       "Queen's Park, Ontario Provincial Government                            33   \n",
       "Regent Park, Harbourfront                                              48   \n",
       "Richmond, Adelaide, King                                               93   \n",
       "Rosedale                                                                4   \n",
       "Roselawn                                                                1   \n",
       "Runnymede, Swansea                                                     35   \n",
       "St. James Town                                                         77   \n",
       "St. James Town, Cabbagetown                                            44   \n",
       "Stn A PO Boxes                                                         94   \n",
       "Studio District                                                        41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...                     16   \n",
       "The Annex, North Midtown, Yorkville                                    23   \n",
       "The Beaches                                                             4   \n",
       "The Danforth West, Riverdale                                           42   \n",
       "Toronto Dominion Centre, Design Exchange                              100   \n",
       "University of Toronto, Harbord                                         35   \n",
       "\n",
       "                                                    Neighborhood Longitude  \\\n",
       "Neighborhood                                                                 \n",
       "Berczy Park                                                             56   \n",
       "Brockton, Parkdale Village, Exhibition Place                            24   \n",
       "Business reply mail Processing Centre                                   17   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...                      15   \n",
       "Central Bay Street                                                      63   \n",
       "Christie                                                                17   \n",
       "Church and Wellesley                                                    77   \n",
       "Commerce Court, Victoria Hotel                                         100   \n",
       "Davisville                                                              35   \n",
       "Davisville North                                                         8   \n",
       "Dufferin, Dovercourt Village                                            16   \n",
       "First Canadian Place, Underground city                                 100   \n",
       "Forest Hill North & West                                                 4   \n",
       "Garden District, Ryerson                                               100   \n",
       "Harbourfront East, Union Station, Toronto Islands                      100   \n",
       "High Park, The Junction South                                           23   \n",
       "India Bazaar, The Beaches West                                          19   \n",
       "Kensington Market, Chinatown, Grange Park                               56   \n",
       "Lawrence Park                                                            3   \n",
       "Little Portugal, Trinity                                                43   \n",
       "Moore Park, Summerhill East                                              2   \n",
       "North Toronto West                                                      21   \n",
       "Parkdale, Roncesvalles                                                  14   \n",
       "Queen's Park, Ontario Provincial Government                             33   \n",
       "Regent Park, Harbourfront                                               48   \n",
       "Richmond, Adelaide, King                                                93   \n",
       "Rosedale                                                                 4   \n",
       "Roselawn                                                                 1   \n",
       "Runnymede, Swansea                                                      35   \n",
       "St. James Town                                                          77   \n",
       "St. James Town, Cabbagetown                                             44   \n",
       "Stn A PO Boxes                                                          94   \n",
       "Studio District                                                         41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...                      16   \n",
       "The Annex, North Midtown, Yorkville                                     23   \n",
       "The Beaches                                                              4   \n",
       "The Danforth West, Riverdale                                            42   \n",
       "Toronto Dominion Centre, Design Exchange                               100   \n",
       "University of Toronto, Harbord                                          35   \n",
       "\n",
       "                                                    Venue  Venue Latitude  \\\n",
       "Neighborhood                                                                \n",
       "Berczy Park                                            56              56   \n",
       "Brockton, Parkdale Village, Exhibition Place           24              24   \n",
       "Business reply mail Processing Centre                  17              17   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...     15              15   \n",
       "Central Bay Street                                     63              63   \n",
       "Christie                                               17              17   \n",
       "Church and Wellesley                                   77              77   \n",
       "Commerce Court, Victoria Hotel                        100             100   \n",
       "Davisville                                             35              35   \n",
       "Davisville North                                        8               8   \n",
       "Dufferin, Dovercourt Village                           16              16   \n",
       "First Canadian Place, Underground city                100             100   \n",
       "Forest Hill North & West                                4               4   \n",
       "Garden District, Ryerson                              100             100   \n",
       "Harbourfront East, Union Station, Toronto Islands     100             100   \n",
       "High Park, The Junction South                          23              23   \n",
       "India Bazaar, The Beaches West                         19              19   \n",
       "Kensington Market, Chinatown, Grange Park              56              56   \n",
       "Lawrence Park                                           3               3   \n",
       "Little Portugal, Trinity                               43              43   \n",
       "Moore Park, Summerhill East                             2               2   \n",
       "North Toronto West                                     21              21   \n",
       "Parkdale, Roncesvalles                                 14              14   \n",
       "Queen's Park, Ontario Provincial Government            33              33   \n",
       "Regent Park, Harbourfront                              48              48   \n",
       "Richmond, Adelaide, King                               93              93   \n",
       "Rosedale                                                4               4   \n",
       "Roselawn                                                1               1   \n",
       "Runnymede, Swansea                                     35              35   \n",
       "St. James Town                                         77              77   \n",
       "St. James Town, Cabbagetown                            44              44   \n",
       "Stn A PO Boxes                                         94              94   \n",
       "Studio District                                        41              41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...     16              16   \n",
       "The Annex, North Midtown, Yorkville                    23              23   \n",
       "The Beaches                                             4               4   \n",
       "The Danforth West, Riverdale                           42              42   \n",
       "Toronto Dominion Centre, Design Exchange              100             100   \n",
       "University of Toronto, Harbord                         35              35   \n",
       "\n",
       "                                                    Venue Longitude  \\\n",
       "Neighborhood                                                          \n",
       "Berczy Park                                                      56   \n",
       "Brockton, Parkdale Village, Exhibition Place                     24   \n",
       "Business reply mail Processing Centre                            17   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...               15   \n",
       "Central Bay Street                                               63   \n",
       "Christie                                                         17   \n",
       "Church and Wellesley                                             77   \n",
       "Commerce Court, Victoria Hotel                                  100   \n",
       "Davisville                                                       35   \n",
       "Davisville North                                                  8   \n",
       "Dufferin, Dovercourt Village                                     16   \n",
       "First Canadian Place, Underground city                          100   \n",
       "Forest Hill North & West                                          4   \n",
       "Garden District, Ryerson                                        100   \n",
       "Harbourfront East, Union Station, Toronto Islands               100   \n",
       "High Park, The Junction South                                    23   \n",
       "India Bazaar, The Beaches West                                   19   \n",
       "Kensington Market, Chinatown, Grange Park                        56   \n",
       "Lawrence Park                                                     3   \n",
       "Little Portugal, Trinity                                         43   \n",
       "Moore Park, Summerhill East                                       2   \n",
       "North Toronto West                                               21   \n",
       "Parkdale, Roncesvalles                                           14   \n",
       "Queen's Park, Ontario Provincial Government                      33   \n",
       "Regent Park, Harbourfront                                        48   \n",
       "Richmond, Adelaide, King                                         93   \n",
       "Rosedale                                                          4   \n",
       "Roselawn                                                          1   \n",
       "Runnymede, Swansea                                               35   \n",
       "St. James Town                                                   77   \n",
       "St. James Town, Cabbagetown                                      44   \n",
       "Stn A PO Boxes                                                   94   \n",
       "Studio District                                                  41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...               16   \n",
       "The Annex, North Midtown, Yorkville                              23   \n",
       "The Beaches                                                       4   \n",
       "The Danforth West, Riverdale                                     42   \n",
       "Toronto Dominion Centre, Design Exchange                        100   \n",
       "University of Toronto, Harbord                                   35   \n",
       "\n",
       "                                                    Venue Category  \n",
       "Neighborhood                                                        \n",
       "Berczy Park                                                     56  \n",
       "Brockton, Parkdale Village, Exhibition Place                    24  \n",
       "Business reply mail Processing Centre                           17  \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...              15  \n",
       "Central Bay Street                                              63  \n",
       "Christie                                                        17  \n",
       "Church and Wellesley                                            77  \n",
       "Commerce Court, Victoria Hotel                                 100  \n",
       "Davisville                                                      35  \n",
       "Davisville North                                                 8  \n",
       "Dufferin, Dovercourt Village                                    16  \n",
       "First Canadian Place, Underground city                         100  \n",
       "Forest Hill North & West                                         4  \n",
       "Garden District, Ryerson                                       100  \n",
       "Harbourfront East, Union Station, Toronto Islands              100  \n",
       "High Park, The Junction South                                   23  \n",
       "India Bazaar, The Beaches West                                  19  \n",
       "Kensington Market, Chinatown, Grange Park                       56  \n",
       "Lawrence Park                                                    3  \n",
       "Little Portugal, Trinity                                        43  \n",
       "Moore Park, Summerhill East                                      2  \n",
       "North Toronto West                                              21  \n",
       "Parkdale, Roncesvalles                                          14  \n",
       "Queen's Park, Ontario Provincial Government                     33  \n",
       "Regent Park, Harbourfront                                       48  \n",
       "Richmond, Adelaide, King                                        93  \n",
       "Rosedale                                                         4  \n",
       "Roselawn                                                         1  \n",
       "Runnymede, Swansea                                              35  \n",
       "St. James Town                                                  77  \n",
       "St. James Town, Cabbagetown                                     44  \n",
       "Stn A PO Boxes                                                  94  \n",
       "Studio District                                                 41  \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...              16  \n",
       "The Annex, North Midtown, Yorkville                             23  \n",
       "The Beaches                                                      4  \n",
       "The Danforth West, Riverdale                                    42  \n",
       "Toronto Dominion Centre, Design Exchange                       100  \n",
       "University of Toronto, Harbord                                  35  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Visualizing the count of venue category for each borough\n",
    "pd.set_option('display.max_rows', None)\n",
    "toronto_venues.groupby('Neighborhood').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 236 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('There are {} uniques categories.'.format(len(toronto_venues['Venue Category'].unique())))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Afghan Restaurant</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>Antique Shop</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Art Museum</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>Baseball Stadium</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</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>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Building</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 Auditorium</th>\n",
       "      <th>College Cafeteria</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>Colombian Restaurant</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Convention Center</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Cupcake Shop</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>Discount Store</th>\n",
       "      <th>Distribution Center</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Doner Restaurant</th>\n",
       "      <th>Donut Shop</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>Filipino 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>Frozen Yogurt Shop</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>German Restaurant</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>Hookah Bar</th>\n",
       "      <th>Hospital</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>Irish Pub</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>Knitting Store</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Mac &amp; Cheese Joint</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</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>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Moroccan Restaurant</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>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Optical Shop</th>\n",
       "      <th>Organic Grocery</th>\n",
       "      <th>Other Great Outdoors</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>Pool</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Post Office</th>\n",
       "      <th>Poutine Place</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>Sake Bar</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Smoothie Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soup Place</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>Strip Club</th>\n",
       "      <th>Summer Camp</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>Tanning Salon</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</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>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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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",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\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",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\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",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\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",
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       "      <td>0</td>\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",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <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",
       "      <td>0</td>\n",
       "      <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",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\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",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\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>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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Afghan Restaurant  Airport  Airport Food Court  Airport Gate  \\\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",
       "   Airport Lounge  Airport Service  Airport Terminal  American 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",
       "   Antique Shop  Aquarium  Art Gallery  Art Museum  Arts & Crafts 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",
       "   Asian Restaurant  Athletics & Sports  Auto Workshop  BBQ Joint  Baby 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",
       "   Bagel Shop  Bakery  Bank  Bar  Baseball Stadium  Basketball Stadium  Beach  \\\n",
       "0           0       1     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",
       "   Bed & Breakfast  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  Brazilian Restaurant  Breakfast Spot  \\\n",
       "0              0          0         0                     0               0   \n",
       "1              0          0         0                     0               0   \n",
       "2              0          0         0                     0               1   \n",
       "3              0          0         0                     0               0   \n",
       "4              0          0         0                     0               0   \n",
       "\n",
       "   Brewery  Bubble Tea Shop  Building  Burger Joint  Burrito Place  Bus Line  \\\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",
       "   Butcher  Café  Cajun / Creole Restaurant  Candy Store  \\\n",
       "0        0     0                          0            0   \n",
       "1        0     0                          0            0   \n",
       "2        0     0                          0            0   \n",
       "3        0     0                          0            0   \n",
       "4        0     0                          0            0   \n",
       "\n",
       "   Caribbean Restaurant  Cheese Shop  Chinese Restaurant  Chocolate 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",
       "   Church  Climbing Gym  Clothing Store  Cocktail Bar  Coffee Shop  \\\n",
       "0       0             0               0             0            0   \n",
       "1       0             0               0             0            1   \n",
       "2       0             0               0             0            0   \n",
       "3       0             0               0             0            0   \n",
       "4       0             0               0             0            0   \n",
       "\n",
       "   College Arts Building  College Auditorium  College Cafeteria  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",
       "   College Rec Center  Colombian Restaurant  Comfort Food Restaurant  \\\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",
       "   Comic Shop  Concert Hall  Convenience Store  Convention Center  \\\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",
       "   Cosmetics Shop  Coworking Space  Creperie  Cuban Restaurant  Cupcake 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",
       "   Dance Studio  Deli / Bodega  Department Store  Dessert Shop  Diner  \\\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",
       "   Discount Store  Distribution Center  Dog Run  Doner Restaurant  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                    1        0                 0           0   \n",
       "4               0                    0        0                 0           0   \n",
       "\n",
       "   Eastern European Restaurant  Electronics Store  Ethiopian Restaurant  \\\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",
       "   Event Space  Falafel Restaurant  Farmers Market  Fast Food 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",
       "   Filipino 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  Frozen Yogurt 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",
       "   Fruit & Vegetable Store  Furniture / Home Store  Gaming Cafe  Garden  \\\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",
       "   Garden Center  Gas Station  Gastropub  Gay Bar  General Entertainment  \\\n",
       "0              0            0          0        0                      0   \n",
       "1              0            0          0        0                      0   \n",
       "2              0            0          0        0                      0   \n",
       "3              0            0          0        0                      0   \n",
       "4              0            0          0        0                      0   \n",
       "\n",
       "   General Travel  German Restaurant  Gift Shop  Gluten-free 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",
       "   Gourmet Shop  Greek Restaurant  Grocery Store  Gym  Gym / Fitness Center  \\\n",
       "0             0                 0              0    0                     0   \n",
       "1             0                 0              0    0                     0   \n",
       "2             0                 0              0    0                     0   \n",
       "3             0                 0              0    0                     0   \n",
       "4             0                 0              0    0                     0   \n",
       "\n",
       "   Harbor / Marina  Health & Beauty Service  Health Food Store  Historic Site  \\\n",
       "0                0                        0                  0              0   \n",
       "1                0                        0                  0              0   \n",
       "2                0                        0                  0              0   \n",
       "3                0                        0                  0              0   \n",
       "4                0                        0                  0              0   \n",
       "\n",
       "   History Museum  Hobby Shop  Hookah Bar  Hospital  Hotel  Hotel Bar  \\\n",
       "0               0           0           0         0      0          0   \n",
       "1               0           0           0         0      0          0   \n",
       "2               0           0           0         0      0          0   \n",
       "3               0           0           0         0      0          0   \n",
       "4               0           0           0         0      0          0   \n",
       "\n",
       "   IT Services  Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\n",
       "0            0               0                  0                    0   \n",
       "1            0               0                  0                    0   \n",
       "2            0               0                  0                    0   \n",
       "3            0               0                  0                    0   \n",
       "4            0               0                  0                    0   \n",
       "\n",
       "   Intersection  Irish Pub  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  Knitting Store  Korean 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",
       "   Lake  Latin American Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0     0                          0                   0               0   \n",
       "1     0                          0                   0               0   \n",
       "2     0                          0                   0               0   \n",
       "3     0                          0                   0               0   \n",
       "4     0                          0                   0               0   \n",
       "\n",
       "   Liquor Store  Lounge  Mac & Cheese Joint  Market  Martial Arts Dojo  \\\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",
       "   Mediterranean Restaurant  Men's Store  Mexican Restaurant  \\\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",
       "   Middle Eastern Restaurant  Miscellaneous Shop  Modern European Restaurant  \\\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",
       "   Molecular Gastronomy Restaurant  Monument / Landmark  Moroccan Restaurant  \\\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             0                        0   \n",
       "4              0       0            0             0                        0   \n",
       "\n",
       "   Nightclub  Noodle House  Office  Opera House  Optical 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",
       "   Organic Grocery  Other Great Outdoors  Park  Performing Arts Venue  \\\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",
       "   Pet Store  Pharmacy  Pizza Place  Plane  Playground  Plaza  Poke Place  \\\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",
       "   Pool  Portuguese Restaurant  Post Office  Poutine Place  Pub  \\\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",
       "   Ramen Restaurant  Record Shop  Rental Car Location  Restaurant  Roof Deck  \\\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",
       "   Sake Bar  Salad Place  Salon / Barbershop  Sandwich Place  Scenic Lookout  \\\n",
       "0         0            0                   0               0               0   \n",
       "1         0            0                   0               0               0   \n",
       "2         0            0                   0               0               0   \n",
       "3         0            0                   0               0               0   \n",
       "4         0            0                   0               0               0   \n",
       "\n",
       "   Sculpture Garden  Seafood Restaurant  Shoe Store  Shopping Mall  \\\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  Smoothie Shop  Snack 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",
       "   Soup Place  Spa  Speakeasy  Sporting Goods Shop  Sports Bar  Stadium  \\\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    1          0                    0           0        0   \n",
       "\n",
       "   Stationery Store  Steakhouse  Strip Club  Summer Camp  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  Tanning Salon  Tea Room  Tennis Court  \\\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",
       "   Thai Restaurant  Theater  Theme Restaurant  Toy / Game Store  Trail  \\\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",
       "   Train Station  Vegetarian / Vegan Restaurant  Video Game 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",
       "   Vietnamese Restaurant  Wine Bar  Wings Joint  Women's Store  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": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#getting dummies\n",
    "toronto_onehot = pd.get_dummies(toronto_venues[['Venue Category']], prefix=\"\", prefix_sep=\"\")\n",
    "pd.set_option('display.max_columns', None)\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'Neighborhood' in toronto_onehot.columns.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Afghan Restaurant</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>Antique Shop</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Art Museum</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>Baseball Stadium</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</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>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Building</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 Auditorium</th>\n",
       "      <th>College Cafeteria</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>Colombian Restaurant</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Convention Center</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Cupcake Shop</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>Discount Store</th>\n",
       "      <th>Distribution Center</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Doner Restaurant</th>\n",
       "      <th>Donut Shop</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>Filipino 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>Frozen Yogurt Shop</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>German Restaurant</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>Hookah Bar</th>\n",
       "      <th>Hospital</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>Irish Pub</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>Knitting Store</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Mac &amp; Cheese Joint</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</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>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Moroccan Restaurant</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>New American Restaurant</th>\n",
       "      <th>Nightclub</th>\n",
       "      <th>Noodle House</th>\n",
       "      <th>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Optical Shop</th>\n",
       "      <th>Organic Grocery</th>\n",
       "      <th>Other Great Outdoors</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>Pool</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Post Office</th>\n",
       "      <th>Poutine Place</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>Sake Bar</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Smoothie Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soup Place</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>Strip Club</th>\n",
       "      <th>Summer Camp</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>Tanning Salon</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</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>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Regent Park, Harbourfront</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",
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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>1</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\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",
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       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Regent Park, Harbourfront</td>\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>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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>Regent Park, Harbourfront</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Neighborhood  Afghan Restaurant  Airport  Airport Food Court  \\\n",
       "0  Regent Park, Harbourfront                  0        0                   0   \n",
       "1  Regent Park, Harbourfront                  0        0                   0   \n",
       "2  Regent Park, Harbourfront                  0        0                   0   \n",
       "3  Regent Park, Harbourfront                  0        0                   0   \n",
       "4  Regent Park, Harbourfront                  0        0                   0   \n",
       "\n",
       "   Airport Gate  Airport Lounge  Airport Service  Airport Terminal  \\\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",
       "   American Restaurant  Antique Shop  Aquarium  Art Gallery  Art Museum  \\\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",
       "   Arts & Crafts Store  Asian Restaurant  Athletics & Sports  Auto Workshop  \\\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",
       "   BBQ Joint  Baby Store  Bagel Shop  Bakery  Bank  Bar  Baseball Stadium  \\\n",
       "0          0           0           0       1     0    0                 0   \n",
       "1          0           0           0       0     0    0                 0   \n",
       "2          0           0           0       0     0    0                 0   \n",
       "3          0           0           0       0     0    0                 0   \n",
       "4          0           0           0       0     0    0                 0   \n",
       "\n",
       "   Basketball Stadium  Beach  Bed & Breakfast  Beer Bar  Beer 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",
       "   Belgian Restaurant  Bistro  Boat or Ferry  Bookstore  Boutique  \\\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",
       "   Brazilian Restaurant  Breakfast Spot  Brewery  Bubble Tea Shop  Building  \\\n",
       "0                     0               0        0                0         0   \n",
       "1                     0               0        0                0         0   \n",
       "2                     0               1        0                0         0   \n",
       "3                     0               0        0                0         0   \n",
       "4                     0               0        0                0         0   \n",
       "\n",
       "   Burger Joint  Burrito Place  Bus Line  Butcher  Café  \\\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",
       "   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 Auditorium  \\\n",
       "0             0            0                      0                   0   \n",
       "1             0            1                      0                   0   \n",
       "2             0            0                      0                   0   \n",
       "3             0            0                      0                   0   \n",
       "4             0            0                      0                   0   \n",
       "\n",
       "   College Cafeteria  College Gym  College Rec Center  Colombian 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",
       "   Comfort Food Restaurant  Comic Shop  Concert Hall  Convenience Store  \\\n",
       "0                        0           0             0                  0   \n",
       "1                        0           0             0                  0   \n",
       "2                        0           0             0                  0   \n",
       "3                        0           0             0                  0   \n",
       "4                        0           0             0                  0   \n",
       "\n",
       "   Convention Center  Cosmetics Shop  Coworking Space  Creperie  \\\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",
       "   Cuban Restaurant  Cupcake Shop  Dance Studio  Deli / Bodega  \\\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",
       "   Department Store  Dessert Shop  Diner  Discount Store  Distribution Center  \\\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                    1   \n",
       "4                 0             0      0               0                    0   \n",
       "\n",
       "   Dog Run  Doner Restaurant  Donut Shop  Eastern European 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",
       "   Electronics Store  Ethiopian Restaurant  Event Space  Falafel 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",
       "   Farmers Market  Fast Food Restaurant  Filipino Restaurant  \\\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",
       "   Fish & Chips Shop  Fish Market  Flea Market  Flower Shop  Food  \\\n",
       "0                  0            0            0            0     0   \n",
       "1                  0            0            0            0     0   \n",
       "2                  0            0            0            0     0   \n",
       "3                  0            0            0            0     0   \n",
       "4                  0            0            0            0     0   \n",
       "\n",
       "   Food & Drink Shop  Food Court  Food Truck  Fountain  French 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",
       "   Fried Chicken Joint  Frozen Yogurt Shop  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  Gaming Cafe  Garden  Garden Center  Gas Station  \\\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",
       "   Gastropub  Gay Bar  General Entertainment  General Travel  \\\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",
       "   German Restaurant  Gift Shop  Gluten-free Restaurant  Gourmet 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",
       "   Greek Restaurant  Grocery Store  Gym  Gym / Fitness Center  \\\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",
       "   Harbor / Marina  Health & Beauty Service  Health Food Store  Historic Site  \\\n",
       "0                0                        0                  0              0   \n",
       "1                0                        0                  0              0   \n",
       "2                0                        0                  0              0   \n",
       "3                0                        0                  0              0   \n",
       "4                0                        0                  0              0   \n",
       "\n",
       "   History Museum  Hobby Shop  Hookah Bar  Hospital  Hotel  Hotel Bar  \\\n",
       "0               0           0           0         0      0          0   \n",
       "1               0           0           0         0      0          0   \n",
       "2               0           0           0         0      0          0   \n",
       "3               0           0           0         0      0          0   \n",
       "4               0           0           0         0      0          0   \n",
       "\n",
       "   IT Services  Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\n",
       "0            0               0                  0                    0   \n",
       "1            0               0                  0                    0   \n",
       "2            0               0                  0                    0   \n",
       "3            0               0                  0                    0   \n",
       "4            0               0                  0                    0   \n",
       "\n",
       "   Intersection  Irish Pub  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  Knitting Store  Korean 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",
       "   Lake  Latin American Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0     0                          0                   0               0   \n",
       "1     0                          0                   0               0   \n",
       "2     0                          0                   0               0   \n",
       "3     0                          0                   0               0   \n",
       "4     0                          0                   0               0   \n",
       "\n",
       "   Liquor Store  Lounge  Mac & Cheese Joint  Market  Martial Arts Dojo  \\\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",
       "   Mediterranean Restaurant  Men's Store  Mexican Restaurant  \\\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",
       "   Middle Eastern Restaurant  Miscellaneous Shop  Modern European Restaurant  \\\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",
       "   Molecular Gastronomy Restaurant  Monument / Landmark  Moroccan Restaurant  \\\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  New American Restaurant  Nightclub  \\\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",
       "   Noodle House  Office  Opera House  Optical Shop  Organic Grocery  \\\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",
       "   Other Great Outdoors  Park  Performing Arts Venue  Pet Store  Pharmacy  \\\n",
       "0                     0     0                      0          0         0   \n",
       "1                     0     0                      0          0         0   \n",
       "2                     0     0                      0          0         0   \n",
       "3                     0     0                      0          0         0   \n",
       "4                     0     0                      0          0         0   \n",
       "\n",
       "   Pizza Place  Plane  Playground  Plaza  Poke Place  Pool  \\\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",
       "   Portuguese Restaurant  Post Office  Poutine Place  Pub  Ramen 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",
       "   Record Shop  Rental Car Location  Restaurant  Roof Deck  Sake Bar  \\\n",
       "0            0                    0           0          0         0   \n",
       "1            0                    0           0          0         0   \n",
       "2            0                    0           0          0         0   \n",
       "3            0                    0           0          0         0   \n",
       "4            0                    0           0          0         0   \n",
       "\n",
       "   Salad Place  Salon / Barbershop  Sandwich Place  Scenic Lookout  \\\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",
       "   Sculpture Garden  Seafood Restaurant  Shoe Store  Shopping Mall  \\\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  Smoothie Shop  Snack 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",
       "   Soup Place  Spa  Speakeasy  Sporting Goods Shop  Sports Bar  Stadium  \\\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    1          0                    0           0        0   \n",
       "\n",
       "   Stationery Store  Steakhouse  Strip Club  Summer Camp  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  Tanning Salon  Tea Room  Tennis Court  \\\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",
       "   Thai Restaurant  Theater  Theme Restaurant  Toy / Game Store  Trail  \\\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",
       "   Train Station  Vegetarian / Vegan Restaurant  Video Game 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",
       "   Vietnamese Restaurant  Wine Bar  Wings Joint  Women's Store  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": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#further data wrangling\n",
    "toronto_onehot.drop('Neighborhood', axis = 1, inplace = True)\n",
    "toronto_onehot.insert(0, 'Neighborhood', toronto_venues['Neighborhood'])\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Afghan Restaurant</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>Antique Shop</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Art Museum</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>Baseball Stadium</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Bed &amp; Breakfast</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>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Building</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 Auditorium</th>\n",
       "      <th>College Cafeteria</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>Colombian Restaurant</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Convention Center</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Coworking Space</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Cupcake Shop</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>Discount Store</th>\n",
       "      <th>Distribution Center</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Doner Restaurant</th>\n",
       "      <th>Donut Shop</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>Filipino 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>Frozen Yogurt Shop</th>\n",
       "      <th>Fruit &amp; Vegetable Store</th>\n",
       "      <th>Furniture / Home Store</th>\n",
       "      <th>Gaming Cafe</th>\n",
       "      <th>Garden</th>\n",
       "      <th>Garden Center</th>\n",
       "      <th>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>General Travel</th>\n",
       "      <th>German Restaurant</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>Hookah Bar</th>\n",
       "      <th>Hospital</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>Irish Pub</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>Knitting Store</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Light Rail Station</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Mac &amp; Cheese Joint</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</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>Molecular Gastronomy Restaurant</th>\n",
       "      <th>Monument / Landmark</th>\n",
       "      <th>Moroccan Restaurant</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>New American Restaurant</th>\n",
       "      <th>Nightclub</th>\n",
       "      <th>Noodle House</th>\n",
       "      <th>Office</th>\n",
       "      <th>Opera House</th>\n",
       "      <th>Optical Shop</th>\n",
       "      <th>Organic Grocery</th>\n",
       "      <th>Other Great Outdoors</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>Pool</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Post Office</th>\n",
       "      <th>Poutine Place</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>Sake Bar</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Skate Park</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Smoothie Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soup Place</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>Strip Club</th>\n",
       "      <th>Summer Camp</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>Tanning Salon</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</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>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <th>1</th>\n",
       "      <td>Brockton, Parkdale Village, Exhibition Place</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.041667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.041667</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>0.041667</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>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</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>0.041667</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</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>0.000000</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>0.041667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Business reply mail Processing Centre</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.058824</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>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.058824</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>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</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>0.058824</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.058824</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>0.0000</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>0.058824</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.058824</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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",
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       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</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>0.000000</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",
       "      <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>0.000000</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>0.000000</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",
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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>0.00000</td>\n",
       "      <td>0.00000</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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",
       "      <td>0.000000</td>\n",
       "      <td>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>0.066667</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>0.066667</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",
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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>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Bay Street</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.174603</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.015873</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.015873</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015873</td>\n",
       "      <td>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>0.015873</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015873</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>0.015873</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>0.015873</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>0.015873</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.063492</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015873</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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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>0.015873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Christie</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>0.0</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",
       "      <td>0.058824</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",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176471</td>\n",
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       "      <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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.117647</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>0.0000</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>0.058824</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>Church and Wellesley</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064935</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064935</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.025974</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</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>0.025974</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038961</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.064935</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012987</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.110000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.085714</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.057143</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>0.028571</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.085714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.057143</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</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",
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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",
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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",
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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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>10</th>\n",
       "      <td>Dufferin, Dovercourt Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</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>0.0625</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Forest Hill North &amp; 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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>13</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Harbourfront East, Union Station, Toronto Islands</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.130000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</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>0.030000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0100</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0100</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.086957</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.086957</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.052632</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</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>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.105263</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>0.0000</td>\n",
       "      <td>0.0000</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>Kensington Market, Chinatown, Grange 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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.089286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.017857</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>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.017857</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>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>0.0</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</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>0.000000</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>0.0000</td>\n",
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       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</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",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Little Portugal, Trinity</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>0.093023</td>\n",
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       "      <td>0.023256</td>\n",
       "      <td>0.023256</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>0.023256</td>\n",
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       "      <td>0.023256</td>\n",
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       "      <td>0.023256</td>\n",
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       "      <td>0.023256</td>\n",
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       "      <td>0.023256</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.023256</td>\n",
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       "      <td>0.046512</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.023256</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Moore Park, Summerhill East</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.047619</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.071429</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Queen's Park, Ontario Provincial Government</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>0.0</td>\n",
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       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.030303</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.060606</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030303</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Regent Park, Harbourfront</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</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>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
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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>0.041667</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.020833</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.041667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Richmond, Adelaide, King</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.053763</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.096774</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043011</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.021505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010753</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.085714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.085714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.028571</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.028571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>St. James Town</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>0.0</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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       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>St. James Town, Cabbagetown</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.068182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</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>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.068182</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>31</th>\n",
       "      <td>Stn A PO Boxes</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.095745</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.097561</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.073171</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.048780</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02439</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Summerhill West, Rathnelly, South Hill, Forest...</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <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>0.062500</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",
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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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.062500</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>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.0000</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>0.062500</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>The Annex, North Midtown, Yorkville</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>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>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>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>The Danforth West, Riverdale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Toronto Dominion Centre, Design Exchange</td>\n",
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       "    <tr>\n",
       "      <th>38</th>\n",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         Neighborhood  Afghan Restaurant  \\\n",
       "0                                         Berczy Park           0.000000   \n",
       "1        Brockton, Parkdale Village, Exhibition Place           0.000000   \n",
       "2               Business reply mail Processing Centre           0.000000   \n",
       "3   CN Tower, King and Spadina, Railway Lands, Har...           0.000000   \n",
       "4                                  Central Bay Street           0.000000   \n",
       "5                                            Christie           0.000000   \n",
       "6                                Church and Wellesley           0.012987   \n",
       "7                      Commerce Court, Victoria Hotel           0.000000   \n",
       "8                                          Davisville           0.000000   \n",
       "9                                    Davisville North           0.000000   \n",
       "10                       Dufferin, Dovercourt Village           0.000000   \n",
       "11             First Canadian Place, Underground city           0.000000   \n",
       "12                           Forest Hill North & West           0.000000   \n",
       "13                           Garden District, Ryerson           0.000000   \n",
       "14  Harbourfront East, Union Station, Toronto Islands           0.000000   \n",
       "15                      High Park, The Junction South           0.000000   \n",
       "16                     India Bazaar, The Beaches West           0.000000   \n",
       "17          Kensington Market, Chinatown, Grange Park           0.000000   \n",
       "18                                      Lawrence Park           0.000000   \n",
       "19                           Little Portugal, Trinity           0.000000   \n",
       "20                        Moore Park, Summerhill East           0.000000   \n",
       "21                                 North Toronto West           0.000000   \n",
       "22                             Parkdale, Roncesvalles           0.000000   \n",
       "23        Queen's Park, Ontario Provincial Government           0.000000   \n",
       "24                          Regent Park, Harbourfront           0.000000   \n",
       "25                           Richmond, Adelaide, King           0.000000   \n",
       "26                                           Rosedale           0.000000   \n",
       "27                                           Roselawn           0.000000   \n",
       "28                                 Runnymede, Swansea           0.000000   \n",
       "29                                     St. James Town           0.000000   \n",
       "30                        St. James Town, Cabbagetown           0.000000   \n",
       "31                                     Stn A PO Boxes           0.000000   \n",
       "32                                    Studio District           0.000000   \n",
       "33  Summerhill West, Rathnelly, South Hill, Forest...           0.000000   \n",
       "34                The Annex, North Midtown, Yorkville           0.000000   \n",
       "35                                        The Beaches           0.000000   \n",
       "36                       The Danforth West, Riverdale           0.000000   \n",
       "37           Toronto Dominion Centre, Design Exchange           0.000000   \n",
       "38                     University of Toronto, Harbord           0.000000   \n",
       "\n",
       "     Airport  Airport Food Court  Airport Gate  Airport Lounge  \\\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   0.066667            0.066667      0.066667        0.066667   \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 Service  Airport Terminal  American Restaurant  Antique Shop  \\\n",
       "0               0.0          0.000000             0.000000      0.000000   \n",
       "1               0.0          0.000000             0.000000      0.000000   \n",
       "2               0.0          0.000000             0.000000      0.000000   \n",
       "3               0.2          0.133333             0.000000      0.000000   \n",
       "4               0.0          0.000000             0.000000      0.000000   \n",
       "5               0.0          0.000000             0.000000      0.000000   \n",
       "6               0.0          0.000000             0.012987      0.000000   \n",
       "7               0.0          0.000000             0.040000      0.000000   \n",
       "8               0.0          0.000000             0.000000      0.000000   \n",
       "9               0.0          0.000000             0.000000      0.000000   \n",
       "10              0.0          0.000000             0.000000      0.000000   \n",
       "11              0.0          0.000000             0.030000      0.000000   \n",
       "12              0.0          0.000000             0.000000      0.000000   \n",
       "13              0.0          0.000000             0.000000      0.000000   \n",
       "14              0.0          0.000000             0.000000      0.000000   \n",
       "15              0.0          0.000000             0.000000      0.000000   \n",
       "16              0.0          0.000000             0.000000      0.000000   \n",
       "17              0.0          0.000000             0.000000      0.000000   \n",
       "18              0.0          0.000000             0.000000      0.000000   \n",
       "19              0.0          0.000000             0.000000      0.000000   \n",
       "20              0.0          0.000000             0.000000      0.000000   \n",
       "21              0.0          0.000000             0.000000      0.000000   \n",
       "22              0.0          0.000000             0.000000      0.000000   \n",
       "23              0.0          0.000000             0.000000      0.000000   \n",
       "24              0.0          0.000000             0.000000      0.020833   \n",
       "25              0.0          0.000000             0.021505      0.000000   \n",
       "26              0.0          0.000000             0.000000      0.000000   \n",
       "27              0.0          0.000000             0.000000      0.000000   \n",
       "28              0.0          0.000000             0.000000      0.000000   \n",
       "29              0.0          0.000000             0.038961      0.000000   \n",
       "30              0.0          0.000000             0.000000      0.000000   \n",
       "31              0.0          0.000000             0.010638      0.010638   \n",
       "32              0.0          0.000000             0.048780      0.000000   \n",
       "33              0.0          0.000000             0.062500      0.000000   \n",
       "34              0.0          0.000000             0.043478      0.000000   \n",
       "35              0.0          0.000000             0.000000      0.000000   \n",
       "36              0.0          0.000000             0.023810      0.000000   \n",
       "37              0.0          0.000000             0.030000      0.000000   \n",
       "38              0.0          0.000000             0.000000      0.000000   \n",
       "\n",
       "    Aquarium  Art Gallery  Art Museum  Arts & Crafts Store  Asian Restaurant  \\\n",
       "0       0.00     0.017857    0.000000             0.000000          0.000000   \n",
       "1       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "2       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "3       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "4       0.00     0.000000    0.015873             0.000000          0.000000   \n",
       "5       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "6       0.00     0.000000    0.000000             0.012987          0.000000   \n",
       "7       0.00     0.010000    0.000000             0.000000          0.010000   \n",
       "8       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "9       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "10      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "11      0.00     0.010000    0.000000             0.000000          0.030000   \n",
       "12      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "13      0.00     0.010000    0.000000             0.000000          0.000000   \n",
       "14      0.05     0.010000    0.000000             0.000000          0.000000   \n",
       "15      0.00     0.000000    0.000000             0.043478          0.000000   \n",
       "16      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "17      0.00     0.000000    0.000000             0.017857          0.000000   \n",
       "18      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "19      0.00     0.023256    0.000000             0.000000          0.069767   \n",
       "20      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "21      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "22      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "23      0.00     0.000000    0.000000             0.030303          0.000000   \n",
       "24      0.00     0.020833    0.000000             0.000000          0.020833   \n",
       "25      0.00     0.010753    0.010753             0.000000          0.010753   \n",
       "26      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "27      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "28      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "29      0.00     0.012987    0.000000             0.000000          0.012987   \n",
       "30      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "31      0.00     0.021277    0.000000             0.000000          0.000000   \n",
       "32      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "33      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "34      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "35      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "36      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "37      0.00     0.010000    0.000000             0.000000          0.010000   \n",
       "38      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "\n",
       "    Athletics & Sports  Auto Workshop  BBQ Joint  Baby Store  Bagel Shop  \\\n",
       "0             0.000000       0.000000   0.017857    0.000000    0.017857   \n",
       "1             0.000000       0.000000   0.000000    0.000000    0.000000   \n",
       "2             0.000000       0.058824   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             0.058824       0.000000   0.000000    0.058824    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   0.000000    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    0.047619   \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       0.000000   0.000000    0.000000    0.000000   \n",
       "29            0.000000       0.000000   0.012987    0.000000    0.000000   \n",
       "30            0.000000       0.000000   0.000000    0.000000    0.000000   \n",
       "31            0.000000       0.000000   0.010638    0.000000    0.010638   \n",
       "32            0.000000       0.000000   0.000000    0.000000    0.000000   \n",
       "33            0.000000       0.000000   0.000000    0.000000    0.062500   \n",
       "34            0.000000       0.000000   0.043478    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",
       "      Bakery      Bank       Bar  Baseball Stadium  Basketball Stadium  \\\n",
       "0   0.035714  0.000000  0.000000              0.00            0.017857   \n",
       "1   0.041667  0.000000  0.041667              0.00            0.000000   \n",
       "2   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "3   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "4   0.000000  0.015873  0.031746              0.00            0.000000   \n",
       "5   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "6   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "7   0.020000  0.000000  0.010000              0.00            0.000000   \n",
       "8   0.000000  0.000000  0.028571              0.00            0.000000   \n",
       "9   0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "10  0.125000  0.062500  0.062500              0.00            0.000000   \n",
       "11  0.010000  0.000000  0.020000              0.00            0.000000   \n",
       "12  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "13  0.010000  0.010000  0.010000              0.00            0.000000   \n",
       "14  0.010000  0.010000  0.020000              0.02            0.010000   \n",
       "15  0.043478  0.000000  0.043478              0.00            0.000000   \n",
       "16  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "17  0.053571  0.000000  0.035714              0.00            0.000000   \n",
       "18  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "19  0.000000  0.000000  0.093023              0.00            0.000000   \n",
       "20  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "21  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "22  0.000000  0.000000  0.071429              0.00            0.000000   \n",
       "23  0.000000  0.030303  0.030303              0.00            0.000000   \n",
       "24  0.062500  0.020833  0.000000              0.00            0.000000   \n",
       "25  0.010753  0.000000  0.010753              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  0.028571  0.028571              0.00            0.000000   \n",
       "29  0.012987  0.000000  0.000000              0.00            0.000000   \n",
       "30  0.045455  0.022727  0.000000              0.00            0.000000   \n",
       "31  0.021277  0.000000  0.000000              0.00            0.010638   \n",
       "32  0.048780  0.024390  0.024390              0.00            0.000000   \n",
       "33  0.000000  0.062500  0.000000              0.00            0.000000   \n",
       "34  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "35  0.000000  0.000000  0.000000              0.00            0.000000   \n",
       "36  0.023810  0.000000  0.000000              0.00            0.000000   \n",
       "37  0.010000  0.010000  0.010000              0.00            0.010000   \n",
       "38  0.057143  0.028571  0.057143              0.00            0.000000   \n",
       "\n",
       "       Beach  Bed & Breakfast  Beer Bar  Beer Store  Belgian Restaurant  \\\n",
       "0   0.017857         0.000000  0.035714    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            0.000000   \n",
       "6   0.000000         0.000000  0.012987    0.000000            0.000000   \n",
       "7   0.000000         0.000000  0.020000    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  0.020000    0.000000            0.000000   \n",
       "12  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "13  0.000000         0.000000  0.010000    0.000000            0.000000   \n",
       "14  0.000000         0.000000  0.010000    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         0.017857  0.000000    0.000000            0.017857   \n",
       "18  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "19  0.000000         0.000000  0.000000    0.023256            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  0.030303    0.000000            0.000000   \n",
       "24  0.000000         0.000000  0.000000    0.020833            0.000000   \n",
       "25  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "26  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "27  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "28  0.000000         0.000000  0.000000    0.000000            0.000000   \n",
       "29  0.000000         0.000000  0.025974    0.000000            0.012987   \n",
       "30  0.000000         0.000000  0.000000    0.022727            0.000000   \n",
       "31  0.000000         0.000000  0.031915    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  0.020000    0.000000            0.000000   \n",
       "38  0.000000         0.000000  0.028571    0.028571            0.000000   \n",
       "\n",
       "      Bistro  Boat or Ferry  Bookstore  Boutique  Brazilian Restaurant  \\\n",
       "0   0.017857       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       0.066667   0.000000  0.066667              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   0.012987  0.000000              0.000000   \n",
       "7   0.000000       0.000000   0.010000  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   0.010000  0.000000              0.010000   \n",
       "12  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "13  0.000000       0.000000   0.020000  0.000000              0.000000   \n",
       "14  0.010000       0.000000   0.000000  0.000000              0.000000   \n",
       "15  0.000000       0.000000   0.043478  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  0.023256              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   0.071429  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   0.021505  0.000000              0.010753   \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   0.028571  0.000000              0.000000   \n",
       "29  0.012987       0.000000   0.012987  0.000000              0.000000   \n",
       "30  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "31  0.010638       0.000000   0.010638  0.000000              0.000000   \n",
       "32  0.000000       0.000000   0.024390  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   0.023810  0.000000              0.000000   \n",
       "37  0.000000       0.000000   0.000000  0.000000              0.000000   \n",
       "38  0.000000       0.000000   0.057143  0.000000              0.000000   \n",
       "\n",
       "    Breakfast Spot   Brewery  Bubble Tea Shop  Building  Burger Joint  \\\n",
       "0         0.017857  0.000000         0.000000  0.000000      0.000000   \n",
       "1         0.083333  0.000000         0.000000  0.000000      0.000000   \n",
       "2         0.000000  0.058824         0.000000  0.000000      0.000000   \n",
       "3         0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "4         0.000000  0.000000         0.031746  0.000000      0.031746   \n",
       "5         0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "6         0.012987  0.000000         0.012987  0.000000      0.012987   \n",
       "7         0.020000  0.000000         0.000000  0.010000      0.010000   \n",
       "8         0.000000  0.028571         0.000000  0.000000      0.000000   \n",
       "9         0.125000  0.000000         0.000000  0.000000      0.000000   \n",
       "10        0.000000  0.062500         0.000000  0.000000      0.000000   \n",
       "11        0.010000  0.000000         0.000000  0.010000      0.010000   \n",
       "12        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "13        0.000000  0.000000         0.030000  0.000000      0.010000   \n",
       "14        0.000000  0.030000         0.010000  0.000000      0.000000   \n",
       "15        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "16        0.000000  0.052632         0.000000  0.000000      0.000000   \n",
       "17        0.017857  0.000000         0.000000  0.000000      0.017857   \n",
       "18        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "19        0.000000  0.023256         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        0.142857  0.000000         0.000000  0.000000      0.000000   \n",
       "23        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "24        0.041667  0.000000         0.000000  0.000000      0.000000   \n",
       "25        0.010753  0.000000         0.000000  0.010753      0.010753   \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        0.012987  0.000000         0.000000  0.000000      0.000000   \n",
       "30        0.022727  0.000000         0.000000  0.000000      0.000000   \n",
       "31        0.021277  0.000000         0.000000  0.000000      0.000000   \n",
       "32        0.000000  0.048780         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      0.043478   \n",
       "35        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "36        0.000000  0.023810         0.023810  0.000000      0.000000   \n",
       "37        0.010000  0.000000         0.000000  0.000000      0.000000   \n",
       "38        0.000000  0.000000         0.000000  0.000000      0.000000   \n",
       "\n",
       "    Burrito Place  Bus Line   Butcher      Café  Cajun / Creole Restaurant  \\\n",
       "0        0.000000  0.000000  0.000000  0.035714                   0.000000   \n",
       "1        0.041667  0.000000  0.000000  0.125000                   0.000000   \n",
       "2        0.058824  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  0.047619                   0.000000   \n",
       "5        0.000000  0.000000  0.000000  0.176471                   0.000000   \n",
       "6        0.012987  0.000000  0.000000  0.025974                   0.000000   \n",
       "7        0.000000  0.000000  0.000000  0.070000                   0.000000   \n",
       "8        0.000000  0.000000  0.000000  0.057143                   0.000000   \n",
       "9        0.000000  0.000000  0.000000  0.000000                   0.000000   \n",
       "10       0.000000  0.000000  0.000000  0.062500                   0.000000   \n",
       "11       0.000000  0.000000  0.000000  0.080000                   0.000000   \n",
       "12       0.000000  0.250000  0.000000  0.000000                   0.000000   \n",
       "13       0.010000  0.000000  0.000000  0.030000                   0.000000   \n",
       "14       0.000000  0.000000  0.000000  0.040000                   0.000000   \n",
       "15       0.000000  0.000000  0.000000  0.086957                   0.043478   \n",
       "16       0.052632  0.000000  0.000000  0.000000                   0.000000   \n",
       "17       0.017857  0.000000  0.000000  0.089286                   0.000000   \n",
       "18       0.000000  0.333333  0.000000  0.000000                   0.000000   \n",
       "19       0.000000  0.000000  0.000000  0.046512                   0.000000   \n",
       "20       0.000000  0.000000  0.000000  0.000000                   0.000000   \n",
       "21       0.000000  0.000000  0.000000  0.047619                   0.000000   \n",
       "22       0.000000  0.000000  0.000000  0.000000                   0.000000   \n",
       "23       0.030303  0.000000  0.000000  0.030303                   0.000000   \n",
       "24       0.000000  0.000000  0.000000  0.041667                   0.000000   \n",
       "25       0.010753  0.000000  0.000000  0.053763                   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       0.028571  0.000000  0.000000  0.085714                   0.000000   \n",
       "29       0.012987  0.000000  0.000000  0.064935                   0.000000   \n",
       "30       0.000000  0.000000  0.022727  0.045455                   0.000000   \n",
       "31       0.000000  0.000000  0.000000  0.042553                   0.000000   \n",
       "32       0.000000  0.000000  0.000000  0.097561                   0.000000   \n",
       "33       0.000000  0.000000  0.000000  0.000000                   0.000000   \n",
       "34       0.000000  0.000000  0.000000  0.130435                   0.000000   \n",
       "35       0.000000  0.000000  0.000000  0.000000                   0.000000   \n",
       "36       0.000000  0.000000  0.000000  0.023810                   0.000000   \n",
       "37       0.010000  0.000000  0.000000  0.070000                   0.000000   \n",
       "38       0.000000  0.000000  0.000000  0.142857                   0.000000   \n",
       "\n",
       "    Candy Store  Caribbean Restaurant  Cheese Shop  Chinese Restaurant  \\\n",
       "0      0.000000              0.000000     0.035714            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      0.058824              0.000000     0.000000            0.000000   \n",
       "6      0.000000              0.012987     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            0.010000   \n",
       "14     0.000000              0.000000     0.000000            0.010000   \n",
       "15     0.000000              0.000000     0.000000            0.000000   \n",
       "16     0.000000              0.000000     0.000000            0.000000   \n",
       "17     0.000000              0.017857     0.017857            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            0.047619   \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              0.022727     0.000000            0.022727   \n",
       "31     0.000000              0.000000     0.021277            0.000000   \n",
       "32     0.000000              0.000000     0.024390            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              0.023810     0.000000            0.000000   \n",
       "37     0.000000              0.000000     0.000000            0.010000   \n",
       "38     0.000000              0.000000     0.000000            0.028571   \n",
       "\n",
       "    Chocolate Shop    Church  Climbing Gym  Clothing Store  Cocktail Bar  \\\n",
       "0         0.000000  0.000000      0.000000        0.017857      0.053571   \n",
       "1         0.000000  0.000000      0.041667        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        0.012987      0.000000   \n",
       "7         0.000000  0.000000      0.000000        0.000000      0.020000   \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        0.090000      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      0.017857   \n",
       "18        0.000000  0.000000      0.000000        0.000000      0.000000   \n",
       "19        0.000000  0.000000      0.000000        0.000000      0.023256   \n",
       "20        0.000000  0.000000      0.000000        0.000000      0.000000   \n",
       "21        0.000000  0.000000      0.000000        0.095238      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        0.020833  0.000000      0.000000        0.000000      0.000000   \n",
       "25        0.000000  0.000000      0.000000        0.032258      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        0.025974      0.051948   \n",
       "30        0.000000  0.000000      0.000000        0.000000      0.000000   \n",
       "31        0.000000  0.010638      0.000000        0.010638      0.031915   \n",
       "32        0.000000  0.000000      0.000000        0.024390      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        0.010000      0.000000   \n",
       "38        0.000000  0.000000      0.000000        0.000000      0.000000   \n",
       "\n",
       "    Coffee Shop  College Arts Building  College Auditorium  College Cafeteria  \\\n",
       "0      0.071429               0.000000            0.000000           0.000000   \n",
       "1      0.083333               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      0.174603               0.000000            0.000000           0.000000   \n",
       "5      0.058824               0.000000            0.000000           0.000000   \n",
       "6      0.064935               0.000000            0.000000           0.000000   \n",
       "7      0.110000               0.000000            0.000000           0.000000   \n",
       "8      0.057143               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     0.100000               0.000000            0.000000           0.000000   \n",
       "12     0.000000               0.000000            0.000000           0.000000   \n",
       "13     0.080000               0.000000            0.000000           0.000000   \n",
       "14     0.130000               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     0.053571               0.000000            0.000000           0.000000   \n",
       "18     0.000000               0.000000            0.000000           0.000000   \n",
       "19     0.023256               0.000000            0.000000           0.000000   \n",
       "20     0.000000               0.000000            0.000000           0.000000   \n",
       "21     0.095238               0.000000            0.000000           0.000000   \n",
       "22     0.071429               0.000000            0.000000           0.000000   \n",
       "23     0.242424               0.000000            0.030303           0.030303   \n",
       "24     0.166667               0.000000            0.000000           0.000000   \n",
       "25     0.096774               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     0.085714               0.000000            0.000000           0.000000   \n",
       "29     0.064935               0.000000            0.000000           0.000000   \n",
       "30     0.068182               0.000000            0.000000           0.000000   \n",
       "31     0.095745               0.000000            0.000000           0.000000   \n",
       "32     0.073171               0.000000            0.000000           0.000000   \n",
       "33     0.125000               0.000000            0.000000           0.000000   \n",
       "34     0.086957               0.000000            0.000000           0.000000   \n",
       "35     0.000000               0.000000            0.000000           0.000000   \n",
       "36     0.071429               0.000000            0.000000           0.000000   \n",
       "37     0.100000               0.000000            0.000000           0.000000   \n",
       "38     0.028571               0.028571            0.000000           0.000000   \n",
       "\n",
       "    College Gym  College Rec Center  Colombian Restaurant  \\\n",
       "0      0.000000                0.00              0.000000   \n",
       "1      0.000000                0.00              0.000000   \n",
       "2      0.000000                0.00              0.000000   \n",
       "3      0.000000                0.00              0.000000   \n",
       "4      0.000000                0.00              0.000000   \n",
       "5      0.000000                0.00              0.000000   \n",
       "6      0.000000                0.00              0.000000   \n",
       "7      0.000000                0.00              0.000000   \n",
       "8      0.000000                0.00              0.000000   \n",
       "9      0.000000                0.00              0.000000   \n",
       "10     0.000000                0.00              0.000000   \n",
       "11     0.000000                0.00              0.010000   \n",
       "12     0.000000                0.00              0.000000   \n",
       "13     0.000000                0.01              0.000000   \n",
       "14     0.000000                0.00              0.000000   \n",
       "15     0.000000                0.00              0.000000   \n",
       "16     0.000000                0.00              0.000000   \n",
       "17     0.000000                0.00              0.000000   \n",
       "18     0.000000                0.00              0.000000   \n",
       "19     0.000000                0.00              0.000000   \n",
       "20     0.000000                0.00              0.000000   \n",
       "21     0.000000                0.00              0.000000   \n",
       "22     0.000000                0.00              0.000000   \n",
       "23     0.000000                0.00              0.000000   \n",
       "24     0.000000                0.00              0.000000   \n",
       "25     0.000000                0.00              0.010753   \n",
       "26     0.000000                0.00              0.000000   \n",
       "27     0.000000                0.00              0.000000   \n",
       "28     0.000000                0.00              0.000000   \n",
       "29     0.000000                0.00              0.000000   \n",
       "30     0.000000                0.00              0.000000   \n",
       "31     0.000000                0.00              0.000000   \n",
       "32     0.000000                0.00              0.000000   \n",
       "33     0.000000                0.00              0.000000   \n",
       "34     0.000000                0.00              0.000000   \n",
       "35     0.000000                0.00              0.000000   \n",
       "36     0.000000                0.00              0.000000   \n",
       "37     0.000000                0.00              0.000000   \n",
       "38     0.028571                0.00              0.000000   \n",
       "\n",
       "    Comfort Food Restaurant  Comic Shop  Concert Hall  Convenience Store  \\\n",
       "0                  0.017857    0.000000      0.017857           0.000000   \n",
       "1                  0.000000    0.000000      0.000000           0.041667   \n",
       "2                  0.000000    0.058824      0.000000           0.000000   \n",
       "3                  0.000000    0.000000      0.000000           0.000000   \n",
       "4                  0.000000    0.015873      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      0.010000           0.000000   \n",
       "8                  0.000000    0.000000      0.000000           0.000000   \n",
       "9                  0.000000    0.000000      0.000000           0.125000   \n",
       "10                 0.000000    0.000000      0.000000           0.000000   \n",
       "11                 0.000000    0.000000      0.020000           0.000000   \n",
       "12                 0.000000    0.000000      0.000000           0.000000   \n",
       "13                 0.000000    0.010000      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                 0.017857    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      0.021505           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                 0.012987    0.000000      0.000000           0.000000   \n",
       "30                 0.000000    0.000000      0.000000           0.000000   \n",
       "31                 0.010638    0.000000      0.010638           0.000000   \n",
       "32                 0.024390    0.000000      0.000000           0.024390   \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      0.020000           0.000000   \n",
       "38                 0.028571    0.000000      0.000000           0.000000   \n",
       "\n",
       "    Convention Center  Cosmetics Shop  Coworking Space  Creperie  \\\n",
       "0                0.00        0.000000          0.00000  0.017857   \n",
       "1                0.00        0.000000          0.00000  0.000000   \n",
       "2                0.00        0.000000          0.00000  0.000000   \n",
       "3                0.00        0.000000          0.00000  0.000000   \n",
       "4                0.00        0.000000          0.00000  0.000000   \n",
       "5                0.00        0.000000          0.00000  0.000000   \n",
       "6                0.00        0.000000          0.00000  0.012987   \n",
       "7                0.00        0.000000          0.00000  0.010000   \n",
       "8                0.00        0.000000          0.00000  0.000000   \n",
       "9                0.00        0.000000          0.00000  0.000000   \n",
       "10               0.00        0.000000          0.00000  0.000000   \n",
       "11               0.00        0.000000          0.00000  0.000000   \n",
       "12               0.00        0.000000          0.00000  0.000000   \n",
       "13               0.00        0.030000          0.00000  0.000000   \n",
       "14               0.01        0.000000          0.00000  0.000000   \n",
       "15               0.00        0.000000          0.00000  0.000000   \n",
       "16               0.00        0.000000          0.00000  0.000000   \n",
       "17               0.00        0.000000          0.00000  0.000000   \n",
       "18               0.00        0.000000          0.00000  0.000000   \n",
       "19               0.00        0.000000          0.00000  0.000000   \n",
       "20               0.00        0.000000          0.00000  0.000000   \n",
       "21               0.00        0.000000          0.00000  0.000000   \n",
       "22               0.00        0.000000          0.00000  0.000000   \n",
       "23               0.00        0.000000          0.00000  0.030303   \n",
       "24               0.00        0.020833          0.00000  0.000000   \n",
       "25               0.00        0.021505          0.00000  0.000000   \n",
       "26               0.00        0.000000          0.00000  0.000000   \n",
       "27               0.00        0.000000          0.00000  0.000000   \n",
       "28               0.00        0.000000          0.00000  0.000000   \n",
       "29               0.00        0.025974          0.00000  0.025974   \n",
       "30               0.00        0.000000          0.00000  0.000000   \n",
       "31               0.00        0.010638          0.00000  0.021277   \n",
       "32               0.00        0.000000          0.02439  0.000000   \n",
       "33               0.00        0.000000          0.00000  0.000000   \n",
       "34               0.00        0.043478          0.00000  0.000000   \n",
       "35               0.00        0.000000          0.00000  0.000000   \n",
       "36               0.00        0.023810          0.00000  0.000000   \n",
       "37               0.00        0.000000          0.00000  0.000000   \n",
       "38               0.00        0.000000          0.00000  0.000000   \n",
       "\n",
       "    Cuban Restaurant  Cupcake Shop  Dance Studio  Deli / Bodega  \\\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      0.012987       0.000000   \n",
       "7           0.000000      0.000000      0.000000       0.030000   \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       0.030000   \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      0.010000       0.010000   \n",
       "15          0.000000      0.000000      0.000000       0.000000   \n",
       "16          0.000000      0.000000      0.000000       0.000000   \n",
       "17          0.000000      0.000000      0.000000       0.000000   \n",
       "18          0.000000      0.000000      0.000000       0.000000   \n",
       "19          0.023256      0.023256      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          0.071429      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      0.010753      0.000000       0.032258   \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       0.022727   \n",
       "31          0.000000      0.000000      0.000000       0.010638   \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       0.020000   \n",
       "38          0.000000      0.000000      0.000000       0.000000   \n",
       "\n",
       "    Department Store  Dessert Shop     Diner  Discount Store  \\\n",
       "0           0.000000      0.000000  0.017857        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           0.015873      0.000000  0.015873        0.015873   \n",
       "5           0.000000      0.000000  0.058824        0.000000   \n",
       "6           0.000000      0.000000  0.012987        0.000000   \n",
       "7           0.000000      0.000000  0.000000        0.000000   \n",
       "8           0.000000      0.085714  0.028571        0.028571   \n",
       "9           0.125000      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          0.010000      0.010000  0.020000        0.000000   \n",
       "14          0.010000      0.010000  0.000000        0.010000   \n",
       "15          0.000000      0.000000  0.043478        0.000000   \n",
       "16          0.000000      0.000000  0.000000        0.000000   \n",
       "17          0.000000      0.035714  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      0.047619  0.047619        0.000000   \n",
       "22          0.000000      0.071429  0.000000        0.000000   \n",
       "23          0.000000      0.000000  0.030303        0.000000   \n",
       "24          0.000000      0.020833  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      0.028571  0.028571        0.000000   \n",
       "29          0.025974      0.000000  0.012987        0.000000   \n",
       "30          0.000000      0.000000  0.022727        0.000000   \n",
       "31          0.000000      0.000000  0.010638        0.000000   \n",
       "32          0.000000      0.000000  0.024390        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      0.023810  0.000000        0.000000   \n",
       "37          0.000000      0.000000  0.000000        0.000000   \n",
       "38          0.000000      0.028571  0.000000        0.000000   \n",
       "\n",
       "    Distribution Center   Dog Run  Doner Restaurant  Donut Shop  \\\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    0.015873   \n",
       "5              0.000000  0.000000          0.000000    0.000000   \n",
       "6              0.012987  0.012987          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          0.017857    0.000000   \n",
       "18             0.000000  0.000000          0.000000    0.000000   \n",
       "19             0.000000  0.023256          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  0.071429          0.000000    0.000000   \n",
       "23             0.030303  0.000000          0.000000    0.000000   \n",
       "24             0.020833  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    0.043478   \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",
       "    Eastern European Restaurant  Electronics Store  Ethiopian Restaurant  \\\n",
       "0                      0.017857           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              0.012987   \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           0.010000              0.010000   \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                     0.071429           0.000000              0.000000   \n",
       "23                     0.000000           0.000000              0.000000   \n",
       "24                     0.000000           0.020833              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              0.000000   \n",
       "30                     0.000000           0.000000              0.000000   \n",
       "31                     0.010638           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",
       "    Event Space  Falafel Restaurant  Farmers Market  Fast Food Restaurant  \\\n",
       "0      0.000000            0.000000        0.017857              0.000000   \n",
       "1      0.000000            0.000000        0.000000              0.000000   \n",
       "2      0.000000            0.000000        0.058824              0.058824   \n",
       "3      0.000000            0.000000        0.000000              0.000000   \n",
       "4      0.000000            0.015873        0.000000              0.000000   \n",
       "5      0.000000            0.000000        0.000000              0.000000   \n",
       "6      0.000000            0.000000        0.000000              0.012987   \n",
       "7      0.000000            0.000000        0.000000              0.010000   \n",
       "8      0.000000            0.000000        0.028571              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              0.010000   \n",
       "12     0.000000            0.000000        0.000000              0.000000   \n",
       "13     0.000000            0.000000        0.000000              0.020000   \n",
       "14     0.010000            0.000000        0.000000              0.000000   \n",
       "15     0.000000            0.000000        0.000000              0.043478   \n",
       "16     0.000000            0.000000        0.000000              0.105263   \n",
       "17     0.000000            0.000000        0.017857              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              0.047619   \n",
       "22     0.000000            0.000000        0.000000              0.000000   \n",
       "23     0.000000            0.000000        0.000000              0.000000   \n",
       "24     0.020833            0.000000        0.020833              0.000000   \n",
       "25     0.010753            0.000000        0.000000              0.010753   \n",
       "26     0.000000            0.000000        0.000000              0.000000   \n",
       "27     0.000000            0.000000        0.000000              0.000000   \n",
       "28     0.000000            0.028571        0.000000              0.000000   \n",
       "29     0.000000            0.000000        0.012987              0.000000   \n",
       "30     0.000000            0.000000        0.022727              0.000000   \n",
       "31     0.000000            0.000000        0.010638              0.010638   \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              0.010000   \n",
       "38     0.000000            0.000000        0.000000              0.000000   \n",
       "\n",
       "    Filipino Restaurant  Fish & Chips Shop  Fish Market  Flea Market  \\\n",
       "0              0.000000           0.000000     0.017857     0.000000   \n",
       "1              0.000000           0.000000     0.000000     0.000000   \n",
       "2              0.000000           0.000000     0.000000     0.000000   \n",
       "3              0.000000           0.000000     0.000000     0.000000   \n",
       "4              0.000000           0.000000     0.000000     0.000000   \n",
       "5              0.000000           0.000000     0.000000     0.000000   \n",
       "6              0.000000           0.000000     0.000000     0.000000   \n",
       "7              0.000000           0.000000     0.000000     0.000000   \n",
       "8              0.000000           0.000000     0.000000     0.000000   \n",
       "9              0.000000           0.000000     0.000000     0.000000   \n",
       "10             0.000000           0.000000     0.000000     0.000000   \n",
       "11             0.000000           0.000000     0.000000     0.000000   \n",
       "12             0.000000           0.000000     0.000000     0.000000   \n",
       "13             0.000000           0.000000     0.000000     0.000000   \n",
       "14             0.000000           0.000000     0.000000     0.000000   \n",
       "15             0.000000           0.000000     0.000000     0.043478   \n",
       "16             0.000000           0.052632     0.000000     0.000000   \n",
       "17             0.017857           0.000000     0.017857     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           0.028571     0.000000     0.000000   \n",
       "29             0.000000           0.000000     0.012987     0.000000   \n",
       "30             0.000000           0.000000     0.000000     0.000000   \n",
       "31             0.000000           0.000000     0.010638     0.000000   \n",
       "32             0.000000           0.000000     0.024390     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",
       "    Flower Shop      Food  Food & Drink Shop  Food Court  Food Truck  \\\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    0.000000   \n",
       "6      0.000000  0.000000           0.012987    0.000000    0.000000   \n",
       "7      0.000000  0.000000           0.000000    0.010000    0.010000   \n",
       "8      0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "9      0.000000  0.000000           0.125000    0.000000    0.000000   \n",
       "10     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "11     0.000000  0.000000           0.000000    0.010000    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    0.017857    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     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "28     0.000000  0.028571           0.000000    0.000000    0.000000   \n",
       "29     0.000000  0.000000           0.000000    0.000000    0.012987   \n",
       "30     0.022727  0.000000           0.000000    0.000000    0.000000   \n",
       "31     0.000000  0.000000           0.000000    0.000000    0.010638   \n",
       "32     0.000000  0.024390           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    0.010000    0.000000   \n",
       "38     0.000000  0.000000           0.000000    0.000000    0.000000   \n",
       "\n",
       "    Fountain  French Restaurant  Fried Chicken Joint  Frozen Yogurt Shop  \\\n",
       "0   0.017857           0.017857             0.000000             0.00000   \n",
       "1   0.000000           0.000000             0.000000             0.00000   \n",
       "2   0.000000           0.000000             0.000000             0.00000   \n",
       "3   0.000000           0.000000             0.000000             0.00000   \n",
       "4   0.000000           0.015873             0.000000             0.00000   \n",
       "5   0.000000           0.000000             0.000000             0.00000   \n",
       "6   0.000000           0.000000             0.000000             0.00000   \n",
       "7   0.010000           0.010000             0.000000             0.00000   \n",
       "8   0.000000           0.000000             0.000000             0.00000   \n",
       "9   0.000000           0.000000             0.000000             0.00000   \n",
       "10  0.000000           0.000000             0.000000             0.00000   \n",
       "11  0.000000           0.000000             0.000000             0.00000   \n",
       "12  0.000000           0.000000             0.000000             0.00000   \n",
       "13  0.000000           0.000000             0.000000             0.00000   \n",
       "14  0.000000           0.000000             0.030000             0.00000   \n",
       "15  0.000000           0.000000             0.043478             0.00000   \n",
       "16  0.000000           0.000000             0.000000             0.00000   \n",
       "17  0.000000           0.000000             0.000000             0.00000   \n",
       "18  0.000000           0.000000             0.000000             0.00000   \n",
       "19  0.000000           0.023256             0.000000             0.00000   \n",
       "20  0.000000           0.000000             0.000000             0.00000   \n",
       "21  0.000000           0.000000             0.000000             0.00000   \n",
       "22  0.000000           0.000000             0.000000             0.00000   \n",
       "23  0.000000           0.000000             0.030303             0.00000   \n",
       "24  0.000000           0.020833             0.000000             0.00000   \n",
       "25  0.000000           0.000000             0.000000             0.00000   \n",
       "26  0.000000           0.000000             0.000000             0.00000   \n",
       "27  0.000000           0.000000             0.000000             0.00000   \n",
       "28  0.000000           0.028571             0.000000             0.00000   \n",
       "29  0.012987           0.012987             0.000000             0.00000   \n",
       "30  0.000000           0.000000             0.000000             0.00000   \n",
       "31  0.010638           0.010638             0.000000             0.00000   \n",
       "32  0.000000           0.000000             0.000000             0.00000   \n",
       "33  0.000000           0.000000             0.062500             0.00000   \n",
       "34  0.000000           0.000000             0.000000             0.00000   \n",
       "35  0.000000           0.000000             0.000000             0.00000   \n",
       "36  0.000000           0.000000             0.000000             0.02381   \n",
       "37  0.000000           0.010000             0.000000             0.00000   \n",
       "38  0.000000           0.028571             0.000000             0.00000   \n",
       "\n",
       "    Fruit & Vegetable Store  Furniture / Home Store  Gaming Cafe    Garden  \\\n",
       "0                   0.00000                0.000000     0.000000  0.000000   \n",
       "1                   0.00000                0.041667     0.000000  0.000000   \n",
       "2                   0.00000                0.000000     0.000000  0.058824   \n",
       "3                   0.00000                0.000000     0.000000  0.000000   \n",
       "4                   0.00000                0.000000     0.000000  0.000000   \n",
       "5                   0.00000                0.000000     0.000000  0.000000   \n",
       "6                   0.00000                0.000000     0.000000  0.000000   \n",
       "7                   0.00000                0.000000     0.000000  0.000000   \n",
       "8                   0.00000                0.000000     0.000000  0.000000   \n",
       "9                   0.00000                0.000000     0.000000  0.000000   \n",
       "10                  0.00000                0.000000     0.000000  0.000000   \n",
       "11                  0.00000                0.000000     0.000000  0.000000   \n",
       "12                  0.00000                0.000000     0.000000  0.000000   \n",
       "13                  0.00000                0.010000     0.000000  0.000000   \n",
       "14                  0.00000                0.000000     0.000000  0.000000   \n",
       "15                  0.00000                0.043478     0.000000  0.000000   \n",
       "16                  0.00000                0.000000     0.000000  0.000000   \n",
       "17                  0.00000                0.000000     0.035714  0.000000   \n",
       "18                  0.00000                0.000000     0.000000  0.000000   \n",
       "19                  0.00000                0.000000     0.000000  0.000000   \n",
       "20                  0.00000                0.000000     0.000000  0.000000   \n",
       "21                  0.00000                0.047619     0.000000  0.000000   \n",
       "22                  0.00000                0.000000     0.000000  0.000000   \n",
       "23                  0.00000                0.000000     0.000000  0.000000   \n",
       "24                  0.00000                0.000000     0.000000  0.000000   \n",
       "25                  0.00000                0.010753     0.000000  0.000000   \n",
       "26                  0.00000                0.000000     0.000000  0.000000   \n",
       "27                  0.00000                0.000000     0.000000  1.000000   \n",
       "28                  0.00000                0.000000     0.000000  0.000000   \n",
       "29                  0.00000                0.012987     0.000000  0.000000   \n",
       "30                  0.00000                0.000000     0.000000  0.000000   \n",
       "31                  0.00000                0.000000     0.000000  0.000000   \n",
       "32                  0.00000                0.000000     0.000000  0.000000   \n",
       "33                  0.00000                0.000000     0.000000  0.000000   \n",
       "34                  0.00000                0.000000     0.000000  0.000000   \n",
       "35                  0.00000                0.000000     0.000000  0.000000   \n",
       "36                  0.02381                0.047619     0.000000  0.000000   \n",
       "37                  0.00000                0.000000     0.000000  0.010000   \n",
       "38                  0.00000                0.000000     0.000000  0.000000   \n",
       "\n",
       "    Garden Center  Gas Station  Gastropub   Gay Bar  General Entertainment  \\\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        0.058824     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   0.015873  0.000000               0.000000   \n",
       "5        0.000000     0.000000   0.000000  0.000000               0.000000   \n",
       "6        0.000000     0.000000   0.025974  0.025974               0.000000   \n",
       "7        0.000000     0.000000   0.020000  0.000000               0.000000   \n",
       "8        0.000000     0.028571   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   0.020000  0.000000               0.000000   \n",
       "12       0.000000     0.000000   0.000000  0.000000               0.000000   \n",
       "13       0.000000     0.000000   0.010000  0.000000               0.000000   \n",
       "14       0.000000     0.000000   0.000000  0.000000               0.000000   \n",
       "15       0.000000     0.000000   0.043478  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   0.010753  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   0.038961  0.000000               0.000000   \n",
       "30       0.000000     0.000000   0.022727  0.000000               0.022727   \n",
       "31       0.000000     0.000000   0.010638  0.000000               0.000000   \n",
       "32       0.000000     0.000000   0.048780  0.024390               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   0.020000  0.000000               0.010000   \n",
       "38       0.000000     0.000000   0.000000  0.000000               0.000000   \n",
       "\n",
       "    General Travel  German Restaurant  Gift Shop  Gluten-free Restaurant  \\\n",
       "0         0.000000           0.000000   0.000000                0.000000   \n",
       "1         0.000000           0.000000   0.000000                0.000000   \n",
       "2         0.000000           0.000000   0.000000                0.000000   \n",
       "3         0.000000           0.000000   0.000000                0.000000   \n",
       "4         0.000000           0.000000   0.000000                0.000000   \n",
       "5         0.000000           0.000000   0.000000                0.000000   \n",
       "6         0.000000           0.000000   0.000000                0.000000   \n",
       "7         0.010000           0.000000   0.010000                0.010000   \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        0.010000           0.000000   0.010000                0.010000   \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   0.023256                0.000000   \n",
       "20        0.000000           0.000000   0.000000                0.000000   \n",
       "21        0.000000           0.000000   0.047619                0.000000   \n",
       "22        0.000000           0.000000   0.142857                0.000000   \n",
       "23        0.000000           0.000000   0.000000                0.000000   \n",
       "24        0.000000           0.000000   0.000000                0.000000   \n",
       "25        0.010753           0.000000   0.010753                0.010753   \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           0.012987   0.000000                0.000000   \n",
       "30        0.000000           0.000000   0.022727                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        0.010000           0.000000   0.000000                0.010000   \n",
       "38        0.000000           0.000000   0.000000                0.000000   \n",
       "\n",
       "    Gourmet Shop  Greek Restaurant  Grocery Store       Gym  \\\n",
       "0       0.017857          0.017857       0.017857  0.000000   \n",
       "1       0.000000          0.000000       0.041667  0.041667   \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       0.235294  0.000000   \n",
       "6       0.000000          0.000000       0.012987  0.012987   \n",
       "7       0.000000          0.000000       0.000000  0.040000   \n",
       "8       0.028571          0.028571       0.000000  0.057143   \n",
       "9       0.000000          0.000000       0.000000  0.125000   \n",
       "10      0.000000          0.000000       0.062500  0.000000   \n",
       "11      0.000000          0.010000       0.000000  0.040000   \n",
       "12      0.000000          0.000000       0.000000  0.000000   \n",
       "13      0.000000          0.000000       0.000000  0.010000   \n",
       "14      0.000000          0.000000       0.000000  0.010000   \n",
       "15      0.000000          0.000000       0.043478  0.000000   \n",
       "16      0.000000          0.000000       0.000000  0.052632   \n",
       "17      0.017857          0.000000       0.017857  0.000000   \n",
       "18      0.000000          0.000000       0.000000  0.000000   \n",
       "19      0.000000          0.023256       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  0.030303   \n",
       "24      0.000000          0.000000       0.000000  0.000000   \n",
       "25      0.000000          0.000000       0.000000  0.032258   \n",
       "26      0.000000          0.000000       0.000000  0.000000   \n",
       "27      0.000000          0.000000       0.000000  0.000000   \n",
       "28      0.028571          0.000000       0.000000  0.000000   \n",
       "29      0.000000          0.000000       0.012987  0.025974   \n",
       "30      0.000000          0.000000       0.022727  0.000000   \n",
       "31      0.010638          0.000000       0.010638  0.021277   \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          0.214286       0.023810  0.000000   \n",
       "37      0.000000          0.010000       0.000000  0.010000   \n",
       "38      0.000000          0.000000       0.000000  0.000000   \n",
       "\n",
       "    Gym / Fitness Center  Harbor / Marina  Health & Beauty Service  \\\n",
       "0               0.000000         0.000000                 0.000000   \n",
       "1               0.041667         0.000000                 0.000000   \n",
       "2               0.058824         0.000000                 0.000000   \n",
       "3               0.000000         0.066667                 0.000000   \n",
       "4               0.015873         0.000000                 0.000000   \n",
       "5               0.000000         0.000000                 0.000000   \n",
       "6               0.000000         0.000000                 0.012987   \n",
       "7               0.010000         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              0.010000         0.000000                 0.000000   \n",
       "12              0.000000         0.000000                 0.000000   \n",
       "13              0.010000         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              0.020833         0.000000                 0.000000   \n",
       "25              0.010753         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              0.024390         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              0.010000         0.000000                 0.000000   \n",
       "38              0.000000         0.000000                 0.000000   \n",
       "\n",
       "    Health Food Store  Historic Site  History Museum  Hobby Shop  Hookah Bar  \\\n",
       "0            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "1            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "2            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "3            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "4            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "5            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "6            0.000000       0.000000        0.000000    0.012987        0.00   \n",
       "7            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "8            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "9            0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "10           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "11           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "12           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "13           0.000000       0.000000        0.000000    0.000000        0.01   \n",
       "14           0.000000       0.000000        0.020000    0.000000        0.00   \n",
       "15           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "16           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "17           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "18           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "19           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "20           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "21           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "22           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "23           0.000000       0.000000        0.000000    0.030303        0.00   \n",
       "24           0.020833       0.020833        0.000000    0.000000        0.00   \n",
       "25           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "26           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "27           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "28           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "29           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "30           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "31           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "32           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "33           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "34           0.000000       0.000000        0.043478    0.000000        0.00   \n",
       "35           0.250000       0.000000        0.000000    0.000000        0.00   \n",
       "36           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "37           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "38           0.000000       0.000000        0.000000    0.000000        0.00   \n",
       "\n",
       "    Hospital     Hotel  Hotel Bar  IT Services  Ice Cream Shop  \\\n",
       "0   0.000000  0.017857   0.000000         0.00        0.000000   \n",
       "1   0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "2   0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "3   0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "4   0.000000  0.015873   0.000000         0.00        0.031746   \n",
       "5   0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "6   0.000000  0.025974   0.000000         0.00        0.000000   \n",
       "7   0.000000  0.050000   0.000000         0.00        0.010000   \n",
       "8   0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "9   0.000000  0.125000   0.000000         0.00        0.000000   \n",
       "10  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "11  0.000000  0.040000   0.000000         0.00        0.010000   \n",
       "12  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "13  0.000000  0.020000   0.000000         0.00        0.000000   \n",
       "14  0.000000  0.040000   0.010000         0.01        0.010000   \n",
       "15  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "16  0.000000  0.000000   0.000000         0.00        0.052632   \n",
       "17  0.017857  0.000000   0.017857         0.00        0.000000   \n",
       "18  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "19  0.000000  0.000000   0.000000         0.00        0.023256   \n",
       "20  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "21  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "22  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "23  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "24  0.000000  0.020833   0.000000         0.00        0.020833   \n",
       "25  0.000000  0.032258   0.000000         0.00        0.010753   \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        0.012987   \n",
       "30  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "31  0.000000  0.021277   0.000000         0.00        0.000000   \n",
       "32  0.000000  0.000000   0.000000         0.00        0.024390   \n",
       "33  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "34  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "35  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "36  0.000000  0.000000   0.000000         0.00        0.047619   \n",
       "37  0.000000  0.060000   0.000000         0.01        0.010000   \n",
       "38  0.000000  0.000000   0.000000         0.00        0.000000   \n",
       "\n",
       "    Indian Restaurant  Indie Movie Theater  Intersection  Irish Pub  \\\n",
       "0            0.000000             0.000000      0.000000   0.017857   \n",
       "1            0.000000             0.000000      0.041667   0.000000   \n",
       "2            0.000000             0.000000      0.000000   0.000000   \n",
       "3            0.000000             0.000000      0.000000   0.000000   \n",
       "4            0.015873             0.000000      0.000000   0.000000   \n",
       "5            0.000000             0.000000      0.000000   0.000000   \n",
       "6            0.012987             0.000000      0.000000   0.000000   \n",
       "7            0.000000             0.000000      0.000000   0.000000   \n",
       "8            0.028571             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           0.010000             0.010000      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             0.028571      0.000000   0.000000   \n",
       "29           0.000000             0.000000      0.000000   0.012987   \n",
       "30           0.022727             0.000000      0.000000   0.000000   \n",
       "31           0.000000             0.000000      0.000000   0.010638   \n",
       "32           0.000000             0.000000      0.000000   0.000000   \n",
       "33           0.000000             0.000000      0.000000   0.000000   \n",
       "34           0.043478             0.000000      0.000000   0.000000   \n",
       "35           0.000000             0.000000      0.000000   0.000000   \n",
       "36           0.023810             0.000000      0.000000   0.000000   \n",
       "37           0.000000             0.000000      0.000000   0.010000   \n",
       "38           0.000000             0.000000      0.000000   0.000000   \n",
       "\n",
       "    Italian Restaurant  Japanese Restaurant  Jazz Club  Jewelry Store  \\\n",
       "0             0.000000             0.017857   0.017857       0.000000   \n",
       "1             0.041667             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             0.063492             0.047619   0.000000       0.000000   \n",
       "5             0.058824             0.000000   0.000000       0.000000   \n",
       "6             0.000000             0.064935   0.000000       0.000000   \n",
       "7             0.030000             0.030000   0.010000       0.000000   \n",
       "8             0.057143             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            0.010000             0.040000   0.000000       0.000000   \n",
       "12            0.000000             0.000000   0.000000       0.250000   \n",
       "13            0.030000             0.030000   0.000000       0.000000   \n",
       "14            0.030000             0.010000   0.000000       0.000000   \n",
       "15            0.043478             0.000000   0.000000       0.000000   \n",
       "16            0.052632             0.000000   0.000000       0.000000   \n",
       "17            0.000000             0.017857   0.017857       0.000000   \n",
       "18            0.000000             0.000000   0.000000       0.000000   \n",
       "19            0.023256             0.023256   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            0.071429             0.000000   0.000000       0.000000   \n",
       "23            0.030303             0.030303   0.000000       0.000000   \n",
       "24            0.000000             0.000000   0.000000       0.000000   \n",
       "25            0.000000             0.010753   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            0.057143             0.000000   0.000000       0.000000   \n",
       "29            0.025974             0.012987   0.012987       0.000000   \n",
       "30            0.045455             0.022727   0.000000       0.022727   \n",
       "31            0.031915             0.031915   0.010638       0.000000   \n",
       "32            0.024390             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            0.071429             0.000000   0.000000       0.000000   \n",
       "37            0.030000             0.030000   0.000000       0.000000   \n",
       "38            0.057143             0.057143   0.000000       0.000000   \n",
       "\n",
       "    Juice Bar  Knitting Store  Korean Restaurant  Lake  \\\n",
       "0    0.017857        0.000000           0.000000  0.00   \n",
       "1    0.000000        0.000000           0.000000  0.00   \n",
       "2    0.000000        0.000000           0.000000  0.00   \n",
       "3    0.000000        0.000000           0.000000  0.00   \n",
       "4    0.000000        0.000000           0.015873  0.00   \n",
       "5    0.000000        0.000000           0.000000  0.00   \n",
       "6    0.012987        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   0.000000        0.000000           0.000000  0.00   \n",
       "11   0.000000        0.000000           0.000000  0.00   \n",
       "12   0.000000        0.000000           0.000000  0.00   \n",
       "13   0.000000        0.000000           0.000000  0.01   \n",
       "14   0.000000        0.000000           0.000000  0.01   \n",
       "15   0.000000        0.000000           0.000000  0.00   \n",
       "16   0.000000        0.000000           0.000000  0.00   \n",
       "17   0.000000        0.017857           0.000000  0.00   \n",
       "18   0.000000        0.000000           0.000000  0.00   \n",
       "19   0.023256        0.000000           0.023256  0.00   \n",
       "20   0.000000        0.000000           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   0.000000        0.000000           0.000000  0.00   \n",
       "24   0.000000        0.000000           0.000000  0.00   \n",
       "25   0.010753        0.000000           0.000000  0.00   \n",
       "26   0.000000        0.000000           0.000000  0.00   \n",
       "27   0.000000        0.000000           0.000000  0.00   \n",
       "28   0.000000        0.000000           0.000000  0.00   \n",
       "29   0.000000        0.000000           0.000000  0.00   \n",
       "30   0.000000        0.000000           0.000000  0.00   \n",
       "31   0.010638        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   0.000000        0.000000           0.000000  0.00   \n",
       "36   0.023810        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",
       "    Latin American Restaurant  Light Rail Station  Lingerie Store  \\\n",
       "0                    0.000000            0.000000        0.000000   \n",
       "1                    0.000000            0.000000        0.000000   \n",
       "2                    0.000000            0.117647        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                    0.010000            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        0.020000   \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                   0.010753            0.000000        0.000000   \n",
       "26                   0.000000            0.000000        0.000000   \n",
       "27                   0.000000            0.000000        0.000000   \n",
       "28                   0.028571            0.000000        0.000000   \n",
       "29                   0.000000            0.000000        0.025974   \n",
       "30                   0.000000            0.000000        0.000000   \n",
       "31                   0.000000            0.000000        0.000000   \n",
       "32                   0.024390            0.000000        0.000000   \n",
       "33                   0.000000            0.062500        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",
       "    Liquor Store    Lounge  Mac & Cheese Joint    Market  Martial Arts Dojo  \\\n",
       "0       0.017857  0.017857            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           0.000000   \n",
       "6       0.000000  0.000000            0.000000  0.000000           0.012987   \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  0.010000            0.000000  0.000000           0.000000   \n",
       "12      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "13      0.000000  0.010000            0.000000  0.000000           0.000000   \n",
       "14      0.000000  0.010000            0.000000  0.000000           0.000000   \n",
       "15      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "16      0.052632  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            0.023256  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  0.010753            0.000000  0.000000           0.000000   \n",
       "26      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "27      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "28      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "29      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "30      0.022727  0.000000            0.000000  0.022727           0.000000   \n",
       "31      0.010638  0.021277            0.000000  0.000000           0.000000   \n",
       "32      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "33      0.062500  0.000000            0.000000  0.000000           0.000000   \n",
       "34      0.043478  0.000000            0.000000  0.000000           0.043478   \n",
       "35      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "36      0.023810  0.023810            0.000000  0.000000           0.000000   \n",
       "37      0.000000  0.010000            0.000000  0.000000           0.000000   \n",
       "38      0.000000  0.000000            0.000000  0.000000           0.000000   \n",
       "\n",
       "    Mediterranean Restaurant  Men's Store  Mexican 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                   0.025974     0.025974            0.012987   \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                  0.010000     0.000000            0.000000   \n",
       "12                  0.000000     0.000000            0.000000   \n",
       "13                  0.000000     0.000000            0.010000   \n",
       "14                  0.000000     0.000000            0.000000   \n",
       "15                  0.000000     0.000000            0.086957   \n",
       "16                  0.000000     0.000000            0.000000   \n",
       "17                  0.000000     0.000000            0.053571   \n",
       "18                  0.000000     0.000000            0.000000   \n",
       "19                  0.000000     0.046512            0.000000   \n",
       "20                  0.000000     0.000000            0.000000   \n",
       "21                  0.000000     0.000000            0.047619   \n",
       "22                  0.000000     0.000000            0.000000   \n",
       "23                  0.000000     0.000000            0.030303   \n",
       "24                  0.000000     0.000000            0.020833   \n",
       "25                  0.010753     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            0.000000   \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",
       "    Middle Eastern Restaurant  Miscellaneous Shop  Modern European 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                    0.015873            0.000000                    0.015873   \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                   0.062500            0.000000                    0.000000   \n",
       "11                   0.000000            0.000000                    0.000000   \n",
       "12                   0.000000            0.000000                    0.000000   \n",
       "13                   0.030000            0.010000                    0.010000   \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            0.023256                    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                    0.010753   \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                   0.012987            0.000000                    0.000000   \n",
       "30                   0.000000            0.000000                    0.000000   \n",
       "31                   0.000000            0.000000                    0.000000   \n",
       "32                   0.024390            0.000000                    0.000000   \n",
       "33                   0.000000            0.000000                    0.000000   \n",
       "34                   0.043478            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",
       "    Molecular Gastronomy Restaurant  Monument / Landmark  Moroccan 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             0.010000             0.000000   \n",
       "12                         0.000000             0.000000             0.000000   \n",
       "13                         0.000000             0.000000             0.000000   \n",
       "14                         0.000000             0.010000             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                         0.000000             0.010753             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             0.025974   \n",
       "30                         0.000000             0.000000             0.000000   \n",
       "31                         0.010638             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",
       "    Movie Theater    Museum  Music Venue  New American Restaurant  Nightclub  \\\n",
       "0        0.000000  0.017857     0.000000                 0.000000   0.017857   \n",
       "1        0.000000  0.000000     0.000000                 0.000000   0.041667   \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   0.058824   \n",
       "6        0.000000  0.000000     0.000000                 0.000000   0.000000   \n",
       "7        0.000000  0.010000     0.000000                 0.010000   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     0.062500                 0.000000   0.000000   \n",
       "11       0.000000  0.010000     0.000000                 0.010000   0.000000   \n",
       "12       0.000000  0.000000     0.000000                 0.000000   0.000000   \n",
       "13       0.010000  0.000000     0.010000                 0.010000   0.000000   \n",
       "14       0.000000  0.000000     0.020000                 0.010000   0.000000   \n",
       "15       0.000000  0.000000     0.043478                 0.000000   0.000000   \n",
       "16       0.052632  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                 0.023256   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       0.071429  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                 0.010753   0.010753   \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                 0.012987   0.000000   \n",
       "30       0.000000  0.000000     0.000000                 0.000000   0.000000   \n",
       "31       0.010638  0.010638     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  0.010000     0.000000                 0.010000   0.000000   \n",
       "38       0.000000  0.000000     0.000000                 0.000000   0.028571   \n",
       "\n",
       "    Noodle House    Office  Opera House  Optical Shop  Organic Grocery  \\\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  0.015873     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     0.010000      0.000000         0.000000   \n",
       "12      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "13      0.000000  0.010000     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         0.017857   \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     0.010753      0.000000         0.000000   \n",
       "26      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "27      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "28      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "29      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "30      0.000000  0.000000     0.000000      0.000000         0.000000   \n",
       "31      0.000000  0.000000     0.000000      0.010638         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      0.028571  0.000000     0.000000      0.000000         0.000000   \n",
       "\n",
       "    Other Great Outdoors      Park  Performing Arts Venue  Pet Store  \\\n",
       "0                   0.00  0.017857               0.000000   0.000000   \n",
       "1                   0.00  0.000000               0.041667   0.041667   \n",
       "2                   0.00  0.058824               0.000000   0.000000   \n",
       "3                   0.00  0.000000               0.000000   0.000000   \n",
       "4                   0.00  0.015873               0.000000   0.000000   \n",
       "5                   0.00  0.117647               0.000000   0.000000   \n",
       "6                   0.00  0.012987               0.000000   0.000000   \n",
       "7                   0.00  0.010000               0.000000   0.000000   \n",
       "8                   0.00  0.028571               0.000000   0.000000   \n",
       "9                   0.00  0.125000               0.000000   0.000000   \n",
       "10                  0.00  0.062500               0.000000   0.000000   \n",
       "11                  0.00  0.000000               0.000000   0.000000   \n",
       "12                  0.00  0.000000               0.000000   0.000000   \n",
       "13                  0.01  0.010000               0.000000   0.000000   \n",
       "14                  0.00  0.020000               0.010000   0.000000   \n",
       "15                  0.00  0.043478               0.000000   0.000000   \n",
       "16                  0.00  0.105263               0.000000   0.052632   \n",
       "17                  0.00  0.017857               0.000000   0.000000   \n",
       "18                  0.00  0.333333               0.000000   0.000000   \n",
       "19                  0.00  0.023256               0.000000   0.000000   \n",
       "20                  0.00  0.500000               0.000000   0.000000   \n",
       "21                  0.00  0.047619               0.000000   0.047619   \n",
       "22                  0.00  0.000000               0.000000   0.000000   \n",
       "23                  0.00  0.030303               0.000000   0.000000   \n",
       "24                  0.00  0.062500               0.020833   0.000000   \n",
       "25                  0.00  0.000000               0.000000   0.000000   \n",
       "26                  0.00  0.500000               0.000000   0.000000   \n",
       "27                  0.00  0.000000               0.000000   0.000000   \n",
       "28                  0.00  0.000000               0.000000   0.000000   \n",
       "29                  0.00  0.012987               0.000000   0.000000   \n",
       "30                  0.00  0.022727               0.000000   0.022727   \n",
       "31                  0.00  0.021277               0.000000   0.000000   \n",
       "32                  0.00  0.024390               0.000000   0.024390   \n",
       "33                  0.00  0.000000               0.000000   0.000000   \n",
       "34                  0.00  0.043478               0.000000   0.000000   \n",
       "35                  0.00  0.000000               0.000000   0.000000   \n",
       "36                  0.00  0.000000               0.000000   0.000000   \n",
       "37                  0.00  0.000000               0.000000   0.000000   \n",
       "38                  0.00  0.000000               0.000000   0.000000   \n",
       "\n",
       "    Pharmacy  Pizza Place     Plane  Playground     Plaza  Poke Place    Pool  \\\n",
       "0   0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "1   0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "2   0.000000     0.058824  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "3   0.000000     0.000000  0.066667    0.000000  0.000000    0.000000  0.0000   \n",
       "4   0.000000     0.000000  0.000000    0.000000  0.000000    0.015873  0.0000   \n",
       "5   0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "6   0.012987     0.025974  0.000000    0.000000  0.012987    0.000000  0.0000   \n",
       "7   0.000000     0.010000  0.000000    0.000000  0.000000    0.010000  0.0000   \n",
       "8   0.028571     0.057143  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "9   0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "10  0.125000     0.062500  0.000000    0.000000  0.000000    0.000000  0.0625   \n",
       "11  0.000000     0.020000  0.000000    0.000000  0.010000    0.000000  0.0000   \n",
       "12  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "13  0.000000     0.010000  0.000000    0.000000  0.010000    0.000000  0.0000   \n",
       "14  0.000000     0.020000  0.000000    0.000000  0.020000    0.000000  0.0000   \n",
       "15  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "16  0.000000     0.052632  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "17  0.017857     0.017857  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "18  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "19  0.000000     0.023256  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "20  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "21  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "22  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "23  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "24  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "25  0.000000     0.021505  0.000000    0.000000  0.010753    0.010753  0.0000   \n",
       "26  0.000000     0.000000  0.000000    0.250000  0.000000    0.000000  0.0000   \n",
       "27  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "28  0.000000     0.057143  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "29  0.012987     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "30  0.022727     0.068182  0.000000    0.022727  0.000000    0.000000  0.0000   \n",
       "31  0.000000     0.000000  0.000000    0.000000  0.000000    0.010638  0.0000   \n",
       "32  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "33  0.000000     0.062500  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "34  0.043478     0.043478  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "35  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "36  0.000000     0.023810  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "37  0.000000     0.010000  0.000000    0.000000  0.010000    0.000000  0.0000   \n",
       "38  0.000000     0.000000  0.000000    0.000000  0.000000    0.000000  0.0000   \n",
       "\n",
       "    Portuguese Restaurant  Post Office  Poutine Place       Pub  \\\n",
       "0                  0.0000     0.000000       0.000000  0.017857   \n",
       "1                  0.0000     0.000000       0.000000  0.000000   \n",
       "2                  0.0000     0.000000       0.000000  0.000000   \n",
       "3                  0.0000     0.000000       0.000000  0.000000   \n",
       "4                  0.0000     0.000000       0.000000  0.000000   \n",
       "5                  0.0000     0.000000       0.000000  0.000000   \n",
       "6                  0.0000     0.000000       0.000000  0.025974   \n",
       "7                  0.0000     0.000000       0.000000  0.010000   \n",
       "8                  0.0000     0.000000       0.000000  0.000000   \n",
       "9                  0.0000     0.000000       0.000000  0.000000   \n",
       "10                 0.0625     0.000000       0.000000  0.000000   \n",
       "11                 0.0000     0.000000       0.000000  0.010000   \n",
       "12                 0.0000     0.000000       0.000000  0.000000   \n",
       "13                 0.0000     0.000000       0.010000  0.010000   \n",
       "14                 0.0000     0.000000       0.000000  0.000000   \n",
       "15                 0.0000     0.000000       0.000000  0.000000   \n",
       "16                 0.0000     0.000000       0.000000  0.052632   \n",
       "17                 0.0000     0.000000       0.017857  0.000000   \n",
       "18                 0.0000     0.000000       0.000000  0.000000   \n",
       "19                 0.0000     0.000000       0.000000  0.000000   \n",
       "20                 0.0000     0.000000       0.000000  0.000000   \n",
       "21                 0.0000     0.000000       0.000000  0.000000   \n",
       "22                 0.0000     0.000000       0.000000  0.000000   \n",
       "23                 0.0000     0.000000       0.000000  0.000000   \n",
       "24                 0.0000     0.000000       0.000000  0.062500   \n",
       "25                 0.0000     0.000000       0.000000  0.010753   \n",
       "26                 0.0000     0.000000       0.000000  0.000000   \n",
       "27                 0.0000     0.000000       0.000000  0.000000   \n",
       "28                 0.0000     0.028571       0.000000  0.057143   \n",
       "29                 0.0000     0.000000       0.000000  0.000000   \n",
       "30                 0.0000     0.000000       0.000000  0.045455   \n",
       "31                 0.0000     0.000000       0.000000  0.021277   \n",
       "32                 0.0000     0.000000       0.000000  0.000000   \n",
       "33                 0.0000     0.000000       0.000000  0.125000   \n",
       "34                 0.0000     0.000000       0.000000  0.043478   \n",
       "35                 0.0000     0.000000       0.000000  0.250000   \n",
       "36                 0.0000     0.000000       0.000000  0.023810   \n",
       "37                 0.0000     0.000000       0.000000  0.010000   \n",
       "38                 0.0000     0.000000       0.000000  0.028571   \n",
       "\n",
       "    Ramen Restaurant  Record Shop  Rental Car Location  Restaurant  Roof Deck  \\\n",
       "0           0.000000     0.000000             0.000000    0.035714       0.00   \n",
       "1           0.000000     0.000000             0.000000    0.041667       0.00   \n",
       "2           0.000000     0.000000             0.000000    0.058824       0.00   \n",
       "3           0.000000     0.000000             0.066667    0.000000       0.00   \n",
       "4           0.015873     0.000000             0.000000    0.031746       0.00   \n",
       "5           0.000000     0.000000             0.000000    0.058824       0.00   \n",
       "6           0.012987     0.000000             0.000000    0.038961       0.00   \n",
       "7           0.000000     0.000000             0.000000    0.070000       0.00   \n",
       "8           0.000000     0.000000             0.000000    0.028571       0.00   \n",
       "9           0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "10          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "11          0.000000     0.000000             0.000000    0.040000       0.00   \n",
       "12          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "13          0.020000     0.000000             0.000000    0.030000       0.00   \n",
       "14          0.000000     0.000000             0.000000    0.030000       0.01   \n",
       "15          0.000000     0.000000             0.000000    0.043478       0.00   \n",
       "16          0.000000     0.000000             0.000000    0.052632       0.00   \n",
       "17          0.000000     0.017857             0.000000    0.000000       0.00   \n",
       "18          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "19          0.000000     0.023256             0.000000    0.069767       0.00   \n",
       "20          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "21          0.000000     0.000000             0.047619    0.047619       0.00   \n",
       "22          0.000000     0.000000             0.000000    0.071429       0.00   \n",
       "23          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "24          0.000000     0.000000             0.000000    0.041667       0.00   \n",
       "25          0.000000     0.000000             0.000000    0.043011       0.00   \n",
       "26          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "27          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "28          0.000000     0.000000             0.000000    0.028571       0.00   \n",
       "29          0.000000     0.000000             0.000000    0.025974       0.00   \n",
       "30          0.000000     0.000000             0.000000    0.068182       0.00   \n",
       "31          0.000000     0.000000             0.000000    0.031915       0.00   \n",
       "32          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "33          0.000000     0.000000             0.000000    0.062500       0.00   \n",
       "34          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "35          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "36          0.000000     0.000000             0.000000    0.047619       0.00   \n",
       "37          0.000000     0.000000             0.000000    0.050000       0.01   \n",
       "38          0.000000     0.000000             0.000000    0.057143       0.00   \n",
       "\n",
       "    Sake Bar  Salad Place  Salon / Barbershop  Sandwich Place  Scenic Lookout  \\\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     0.031746            0.000000        0.063492        0.000000   \n",
       "5   0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "6   0.012987     0.000000            0.012987        0.000000        0.000000   \n",
       "7   0.000000     0.010000            0.010000        0.010000        0.000000   \n",
       "8   0.000000     0.000000            0.000000        0.085714        0.000000   \n",
       "9   0.000000     0.000000            0.000000        0.125000        0.000000   \n",
       "10  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "11  0.000000     0.030000            0.010000        0.010000        0.000000   \n",
       "12  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "13  0.000000     0.000000            0.000000        0.010000        0.000000   \n",
       "14  0.000000     0.010000            0.000000        0.010000        0.030000   \n",
       "15  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "16  0.000000     0.000000            0.000000        0.052632        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            0.047619        0.000000        0.000000   \n",
       "22  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "23  0.000000     0.000000            0.000000        0.030303        0.000000   \n",
       "24  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "25  0.000000     0.021505            0.010753        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        0.028571        0.028571   \n",
       "29  0.000000     0.000000            0.012987        0.000000        0.000000   \n",
       "30  0.000000     0.000000            0.000000        0.022727        0.000000   \n",
       "31  0.000000     0.000000            0.000000        0.010638        0.000000   \n",
       "32  0.000000     0.000000            0.000000        0.024390        0.000000   \n",
       "33  0.000000     0.000000            0.000000        0.000000        0.000000   \n",
       "34  0.000000     0.000000            0.000000        0.130435        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     0.030000            0.010000        0.010000        0.000000   \n",
       "38  0.000000     0.000000            0.000000        0.028571        0.000000   \n",
       "\n",
       "    Sculpture Garden  Seafood Restaurant  Shoe Store  Shopping Mall  \\\n",
       "0           0.000000            0.035714    0.000000       0.017857   \n",
       "1           0.000000            0.000000    0.000000       0.000000   \n",
       "2           0.000000            0.000000    0.000000       0.000000   \n",
       "3           0.066667            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           0.012987            0.000000    0.000000       0.000000   \n",
       "7           0.000000            0.030000    0.000000       0.010000   \n",
       "8           0.000000            0.028571    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            0.030000    0.000000       0.000000   \n",
       "12          0.000000            0.000000    0.000000       0.000000   \n",
       "13          0.000000            0.010000    0.010000       0.010000   \n",
       "14          0.000000            0.010000    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    0.020833       0.000000   \n",
       "25          0.000000            0.021505    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            0.025974    0.000000       0.000000   \n",
       "30          0.000000            0.000000    0.000000       0.000000   \n",
       "31          0.000000            0.042553    0.000000       0.010638   \n",
       "32          0.000000            0.024390    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            0.030000    0.000000       0.010000   \n",
       "38          0.000000            0.000000    0.000000       0.000000   \n",
       "\n",
       "    Skate Park  Skating Rink  Smoke Shop  Smoothie Shop  Snack Place  \\\n",
       "0     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "1     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "2     0.058824          0.00    0.058824       0.000000     0.000000   \n",
       "3     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "4     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "5     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "6     0.000000          0.00    0.012987       0.000000     0.000000   \n",
       "7     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "8     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "9     0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "10    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "11    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "12    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "13    0.000000          0.00    0.010000       0.000000     0.000000   \n",
       "14    0.000000          0.01    0.000000       0.000000     0.000000   \n",
       "15    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "16    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "17    0.000000          0.00    0.000000       0.017857     0.000000   \n",
       "18    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "19    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "20    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "21    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "22    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "23    0.000000          0.00    0.000000       0.030303     0.000000   \n",
       "24    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "25    0.000000          0.00    0.010753       0.000000     0.000000   \n",
       "26    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "27    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "28    0.000000          0.00    0.000000       0.028571     0.000000   \n",
       "29    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "30    0.000000          0.00    0.000000       0.000000     0.022727   \n",
       "31    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "32    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "33    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "34    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "35    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "36    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "37    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "38    0.000000          0.00    0.000000       0.000000     0.000000   \n",
       "\n",
       "    Soup Place       Spa  Speakeasy  Sporting Goods Shop  Sports Bar  \\\n",
       "0     0.000000  0.000000   0.000000             0.017857      0.0000   \n",
       "1     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "2     0.000000  0.058824   0.000000             0.000000      0.0000   \n",
       "3     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "4     0.000000  0.015873   0.000000             0.000000      0.0000   \n",
       "5     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "6     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "7     0.000000  0.000000   0.000000             0.010000      0.0000   \n",
       "8     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "9     0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "10    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "11    0.000000  0.000000   0.010000             0.000000      0.0000   \n",
       "12    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "13    0.000000  0.010000   0.000000             0.010000      0.0000   \n",
       "14    0.000000  0.000000   0.000000             0.030000      0.0100   \n",
       "15    0.000000  0.000000   0.043478             0.000000      0.0000   \n",
       "16    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "17    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "18    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "19    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "20    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "21    0.000000  0.047619   0.000000             0.047619      0.0000   \n",
       "22    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "23    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "24    0.000000  0.020833   0.000000             0.000000      0.0000   \n",
       "25    0.010753  0.000000   0.010753             0.000000      0.0000   \n",
       "26    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "27    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "28    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "29    0.000000  0.000000   0.000000             0.012987      0.0000   \n",
       "30    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "31    0.010638  0.000000   0.000000             0.010638      0.0000   \n",
       "32    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "33    0.000000  0.000000   0.000000             0.000000      0.0625   \n",
       "34    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "35    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "36    0.000000  0.023810   0.000000             0.000000      0.0000   \n",
       "37    0.000000  0.010000   0.010000             0.020000      0.0000   \n",
       "38    0.000000  0.000000   0.000000             0.000000      0.0000   \n",
       "\n",
       "     Stadium  Stationery Store  Steakhouse  Strip Club  Summer Camp  \\\n",
       "0   0.000000           0.00000    0.017857    0.000000          0.0   \n",
       "1   0.041667           0.00000    0.000000    0.000000          0.0   \n",
       "2   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "3   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "4   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "5   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "6   0.000000           0.00000    0.012987    0.012987          0.0   \n",
       "7   0.000000           0.00000    0.010000    0.000000          0.0   \n",
       "8   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "9   0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "10  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "11  0.000000           0.00000    0.030000    0.000000          0.0   \n",
       "12  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "13  0.000000           0.00000    0.010000    0.000000          0.0   \n",
       "14  0.000000           0.00000    0.010000    0.000000          0.0   \n",
       "15  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "16  0.000000           0.00000    0.052632    0.000000          0.0   \n",
       "17  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "18  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "19  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "20  0.000000           0.00000    0.000000    0.000000          0.5   \n",
       "21  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "22  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "23  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "24  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "25  0.000000           0.00000    0.021505    0.000000          0.0   \n",
       "26  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "27  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "28  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "29  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "30  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "31  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "32  0.000000           0.02439    0.000000    0.000000          0.0   \n",
       "33  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "34  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "35  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "36  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "37  0.000000           0.00000    0.020000    0.000000          0.0   \n",
       "38  0.000000           0.00000    0.000000    0.000000          0.0   \n",
       "\n",
       "    Supermarket  Sushi Restaurant  Swim School  Taco Place  Tailor Shop  \\\n",
       "0        0.0000          0.000000     0.000000        0.00     0.017857   \n",
       "1        0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "2        0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "3        0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "4        0.0000          0.015873     0.000000        0.00     0.000000   \n",
       "5        0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "6        0.0000          0.064935     0.000000        0.00     0.000000   \n",
       "7        0.0000          0.000000     0.000000        0.00     0.010000   \n",
       "8        0.0000          0.057143     0.000000        0.00     0.000000   \n",
       "9        0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "10       0.0625          0.000000     0.000000        0.00     0.000000   \n",
       "11       0.0000          0.020000     0.000000        0.00     0.000000   \n",
       "12       0.0000          0.250000     0.000000        0.00     0.000000   \n",
       "13       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "14       0.0100          0.010000     0.000000        0.00     0.000000   \n",
       "15       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "16       0.0000          0.052632     0.000000        0.00     0.000000   \n",
       "17       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "18       0.0000          0.000000     0.333333        0.00     0.000000   \n",
       "19       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "20       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "21       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "22       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "23       0.0000          0.060606     0.000000        0.00     0.000000   \n",
       "24       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "25       0.0000          0.021505     0.000000        0.00     0.000000   \n",
       "26       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "27       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "28       0.0000          0.057143     0.000000        0.00     0.000000   \n",
       "29       0.0000          0.000000     0.000000        0.00     0.012987   \n",
       "30       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "31       0.0000          0.000000     0.000000        0.00     0.010638   \n",
       "32       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "33       0.0625          0.062500     0.000000        0.00     0.000000   \n",
       "34       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "35       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "36       0.0000          0.000000     0.000000        0.00     0.000000   \n",
       "37       0.0000          0.020000     0.000000        0.01     0.010000   \n",
       "38       0.0000          0.028571     0.000000        0.00     0.000000   \n",
       "\n",
       "    Taiwanese Restaurant  Tanning Salon  Tea Room  Tennis Court  \\\n",
       "0               0.000000           0.00  0.000000      0.000000   \n",
       "1               0.000000           0.00  0.000000      0.000000   \n",
       "2               0.000000           0.00  0.000000      0.000000   \n",
       "3               0.000000           0.00  0.000000      0.000000   \n",
       "4               0.000000           0.00  0.000000      0.000000   \n",
       "5               0.000000           0.00  0.000000      0.000000   \n",
       "6               0.000000           0.00  0.000000      0.000000   \n",
       "7               0.000000           0.00  0.020000      0.000000   \n",
       "8               0.000000           0.00  0.000000      0.028571   \n",
       "9               0.000000           0.00  0.000000      0.000000   \n",
       "10              0.000000           0.00  0.000000      0.000000   \n",
       "11              0.000000           0.00  0.020000      0.000000   \n",
       "12              0.000000           0.00  0.000000      0.000000   \n",
       "13              0.000000           0.01  0.020000      0.000000   \n",
       "14              0.000000           0.00  0.010000      0.000000   \n",
       "15              0.000000           0.00  0.000000      0.000000   \n",
       "16              0.000000           0.00  0.000000      0.000000   \n",
       "17              0.000000           0.00  0.017857      0.000000   \n",
       "18              0.000000           0.00  0.000000      0.000000   \n",
       "19              0.000000           0.00  0.000000      0.000000   \n",
       "20              0.000000           0.00  0.000000      0.000000   \n",
       "21              0.000000           0.00  0.000000      0.000000   \n",
       "22              0.000000           0.00  0.000000      0.000000   \n",
       "23              0.000000           0.00  0.000000      0.000000   \n",
       "24              0.000000           0.00  0.000000      0.000000   \n",
       "25              0.000000           0.00  0.000000      0.000000   \n",
       "26              0.000000           0.00  0.000000      0.000000   \n",
       "27              0.000000           0.00  0.000000      0.000000   \n",
       "28              0.000000           0.00  0.028571      0.000000   \n",
       "29              0.000000           0.00  0.000000      0.000000   \n",
       "30              0.022727           0.00  0.000000      0.000000   \n",
       "31              0.000000           0.00  0.010638      0.000000   \n",
       "32              0.000000           0.00  0.000000      0.000000   \n",
       "33              0.000000           0.00  0.000000      0.000000   \n",
       "34              0.000000           0.00  0.000000      0.000000   \n",
       "35              0.000000           0.00  0.000000      0.000000   \n",
       "36              0.000000           0.00  0.000000      0.000000   \n",
       "37              0.000000           0.00  0.020000      0.000000   \n",
       "38              0.000000           0.00  0.000000      0.000000   \n",
       "\n",
       "    Thai Restaurant   Theater  Theme Restaurant  Toy / Game Store    Trail  \\\n",
       "0          0.017857  0.000000          0.000000          0.000000  0.00000   \n",
       "1          0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "2          0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "3          0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "4          0.031746  0.000000          0.000000          0.000000  0.00000   \n",
       "5          0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "6          0.012987  0.012987          0.012987          0.000000  0.00000   \n",
       "7          0.020000  0.000000          0.000000          0.000000  0.00000   \n",
       "8          0.057143  0.000000          0.000000          0.028571  0.00000   \n",
       "9          0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "10         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "11         0.020000  0.010000          0.000000          0.000000  0.00000   \n",
       "12         0.000000  0.000000          0.000000          0.000000  0.25000   \n",
       "13         0.010000  0.020000          0.000000          0.000000  0.00000   \n",
       "14         0.000000  0.010000          0.000000          0.000000  0.00000   \n",
       "15         0.086957  0.000000          0.000000          0.000000  0.00000   \n",
       "16         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "17         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "18         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "19         0.000000  0.023256          0.000000          0.000000  0.00000   \n",
       "20         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "21         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "22         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "23         0.000000  0.030303          0.000000          0.000000  0.00000   \n",
       "24         0.000000  0.041667          0.000000          0.000000  0.00000   \n",
       "25         0.032258  0.010753          0.000000          0.000000  0.00000   \n",
       "26         0.000000  0.000000          0.000000          0.000000  0.25000   \n",
       "27         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "28         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "29         0.012987  0.025974          0.000000          0.000000  0.00000   \n",
       "30         0.022727  0.000000          0.000000          0.000000  0.00000   \n",
       "31         0.010638  0.000000          0.000000          0.000000  0.00000   \n",
       "32         0.024390  0.000000          0.000000          0.000000  0.00000   \n",
       "33         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "34         0.000000  0.000000          0.000000          0.000000  0.00000   \n",
       "35         0.000000  0.000000          0.000000          0.000000  0.25000   \n",
       "36         0.000000  0.000000          0.000000          0.000000  0.02381   \n",
       "37         0.000000  0.010000          0.000000          0.000000  0.00000   \n",
       "38         0.000000  0.028571          0.000000          0.000000  0.00000   \n",
       "\n",
       "    Train Station  Vegetarian / Vegan Restaurant  Video Game Store  \\\n",
       "0            0.00                       0.017857          0.000000   \n",
       "1            0.00                       0.000000          0.000000   \n",
       "2            0.00                       0.000000          0.000000   \n",
       "3            0.00                       0.000000          0.000000   \n",
       "4            0.00                       0.015873          0.000000   \n",
       "5            0.00                       0.000000          0.000000   \n",
       "6            0.00                       0.000000          0.000000   \n",
       "7            0.00                       0.020000          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           0.01                       0.010000          0.000000   \n",
       "12           0.00                       0.000000          0.000000   \n",
       "13           0.00                       0.000000          0.010000   \n",
       "14           0.01                       0.010000          0.000000   \n",
       "15           0.00                       0.000000          0.000000   \n",
       "16           0.00                       0.000000          0.000000   \n",
       "17           0.00                       0.035714          0.000000   \n",
       "18           0.00                       0.000000          0.000000   \n",
       "19           0.00                       0.046512          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           0.00                       0.000000          0.000000   \n",
       "25           0.00                       0.010753          0.000000   \n",
       "26           0.00                       0.000000          0.000000   \n",
       "27           0.00                       0.000000          0.000000   \n",
       "28           0.00                       0.028571          0.000000   \n",
       "29           0.00                       0.012987          0.000000   \n",
       "30           0.00                       0.000000          0.000000   \n",
       "31           0.00                       0.010638          0.000000   \n",
       "32           0.00                       0.000000          0.000000   \n",
       "33           0.00                       0.000000          0.000000   \n",
       "34           0.00                       0.043478          0.000000   \n",
       "35           0.00                       0.000000          0.000000   \n",
       "36           0.00                       0.000000          0.000000   \n",
       "37           0.01                       0.010000          0.000000   \n",
       "38           0.00                       0.000000          0.028571   \n",
       "\n",
       "    Vietnamese Restaurant  Wine Bar  Wings Joint  Women's Store  Yoga Studio  \n",
       "0                0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "1                0.000000  0.000000     0.000000       0.000000     0.041667  \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     0.015873  \n",
       "5                0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "6                0.000000  0.000000     0.012987       0.000000     0.025974  \n",
       "7                0.000000  0.010000     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  0.010000     0.000000       0.000000     0.000000  \n",
       "12               0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "13               0.010000  0.000000     0.000000       0.000000     0.000000  \n",
       "14               0.000000  0.010000     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               0.053571  0.017857     0.000000       0.000000     0.000000  \n",
       "18               0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "19               0.023256  0.023256     0.000000       0.000000     0.023256  \n",
       "20               0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "21               0.000000  0.000000     0.000000       0.000000     0.047619  \n",
       "22               0.000000  0.000000     0.000000       0.000000     0.000000  \n",
       "23               0.000000  0.000000     0.030303       0.000000     0.030303  \n",
       "24               0.000000  0.000000     0.000000       0.000000     0.020833  \n",
       "25               0.000000  0.000000     0.000000       0.010753     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     0.028571  \n",
       "29               0.000000  0.012987     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     0.010638  \n",
       "32               0.000000  0.024390     0.000000       0.000000     0.024390  \n",
       "33               0.062500  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     0.023810  \n",
       "37               0.000000  0.010000     0.000000       0.000000     0.000000  \n",
       "38               0.000000  0.000000     0.000000       0.000000     0.028571  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#grouping for clustering\n",
    "toronto_grouped = toronto_onehot.groupby('Neighborhood').mean().reset_index()\n",
    "toronto_grouped"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "FROM NOW ON, WE ARE GOING TO GET THE 10 TOP VENUE FRO EACH NEIGHBORHOOD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "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": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>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",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Café</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Bistro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brockton, Parkdale Village, Exhibition Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Performing Arts Venue</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Intersection</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Business reply mail Processing Centre</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Garden Center</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Comic Shop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n",
       "      <td>Airport Service</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Plane</td>\n",
       "      <td>Boat or Ferry</td>\n",
       "      <td>Sculpture Garden</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Airport Lounge</td>\n",
       "      <td>Airport Gate</td>\n",
       "      <td>Airport Food Court</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Neighborhood 1st Most Common Venue  \\\n",
       "0                                        Berczy Park           Coffee Shop   \n",
       "1       Brockton, Parkdale Village, Exhibition Place                  Café   \n",
       "2              Business reply mail Processing Centre    Light Rail Station   \n",
       "3  CN Tower, King and Spadina, Railway Lands, Har...       Airport Service   \n",
       "4                                 Central Bay Street           Coffee Shop   \n",
       "\n",
       "  2nd Most Common Venue 3rd Most Common Venue 4th Most Common Venue  \\\n",
       "0          Cocktail Bar                  Café              Beer Bar   \n",
       "1        Breakfast Spot           Coffee Shop           Yoga Studio   \n",
       "2  Gym / Fitness Center         Auto Workshop         Garden Center   \n",
       "3      Airport Terminal                 Plane         Boat or Ferry   \n",
       "4    Italian Restaurant        Sandwich Place                  Café   \n",
       "\n",
       "  5th Most Common Venue 6th Most Common Venue  7th Most Common Venue  \\\n",
       "0    Seafood Restaurant                Bakery            Cheese Shop   \n",
       "1         Grocery Store             Pet Store  Performing Arts Venue   \n",
       "2                Garden  Fast Food Restaurant         Farmers Market   \n",
       "3      Sculpture Garden       Harbor / Marina               Boutique   \n",
       "4   Japanese Restaurant           Salad Place        Thai Restaurant   \n",
       "\n",
       "  8th Most Common Venue        9th Most Common Venue 10th Most Common Venue  \n",
       "0            Restaurant  Eastern European Restaurant                 Bistro  \n",
       "1             Nightclub           Italian Restaurant           Intersection  \n",
       "2            Comic Shop                         Park             Restaurant  \n",
       "3        Airport Lounge                 Airport Gate     Airport Food Court  \n",
       "4        Ice Cream Shop                 Burger Joint        Bubble Tea Shop  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "num_top_venues = 10\n",
    "\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": "markdown",
   "metadata": {},
   "source": [
    "DEFINING CLUSTERS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2])"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.cluster import KMeans\n",
    "# set number of clusters\n",
    "kclusters = 5\n",
    "\n",
    "toronto_grouped_clustering = toronto_grouped.drop('Neighborhood', 1)\n",
    "\n",
    "# run k-means clustering\n",
    "kmeans = KMeans(n_clusters=kclusters, random_state=0).fit(toronto_grouped_clustering)\n",
    "\n",
    "# check cluster labels generated for each row in the dataframe\n",
    "kmeans.labels_[0:10] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Cluster Labels</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",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.654260</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Park</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Historic Site</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park, Ontario Provincial Government</td>\n",
       "      <td>43.662301</td>\n",
       "      <td>-79.389494</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Park</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Smoothie Shop</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>College Cafeteria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Garden District, Ryerson</td>\n",
       "      <td>43.657162</td>\n",
       "      <td>-79.378937</td>\n",
       "      <td>2</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Lingerie Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M5C</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>St. James Town</td>\n",
       "      <td>43.651494</td>\n",
       "      <td>-79.375418</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Moroccan Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M4E</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "      <td>43.676357</td>\n",
       "      <td>-79.293031</td>\n",
       "      <td>2</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Distribution Center</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "      <td>Yoga Studio</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code           Borough                                 Neighborhood  \\\n",
       "0         M5A  Downtown Toronto                    Regent Park, Harbourfront   \n",
       "1         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government   \n",
       "2         M5B  Downtown Toronto                     Garden District, Ryerson   \n",
       "3         M5C  Downtown Toronto                               St. James Town   \n",
       "4         M4E      East Toronto                                  The Beaches   \n",
       "\n",
       "    Latitude  Longitude  Cluster Labels 1st Most Common Venue  \\\n",
       "0  43.654260 -79.360636               2           Coffee Shop   \n",
       "1  43.662301 -79.389494               2           Coffee Shop   \n",
       "2  43.657162 -79.378937               2        Clothing Store   \n",
       "3  43.651494 -79.375418               2                  Café   \n",
       "4  43.676357 -79.293031               2                 Trail   \n",
       "\n",
       "  2nd Most Common Venue 3rd Most Common Venue 4th Most Common Venue  \\\n",
       "0                   Pub                Bakery                  Park   \n",
       "1      Sushi Restaurant                  Park                   Bar   \n",
       "2           Coffee Shop    Italian Restaurant            Restaurant   \n",
       "3           Coffee Shop          Cocktail Bar             Gastropub   \n",
       "4     Health Food Store                   Pub            Donut Shop   \n",
       "\n",
       "       5th Most Common Venue 6th Most Common Venue 7th Most Common Venue  \\\n",
       "0             Breakfast Spot               Theater            Restaurant   \n",
       "1                   Beer Bar         Smoothie Shop        Sandwich Place   \n",
       "2  Middle Eastern Restaurant       Bubble Tea Shop                  Café   \n",
       "3        American Restaurant    Italian Restaurant            Restaurant   \n",
       "4                      Diner        Discount Store   Distribution Center   \n",
       "\n",
       "  8th Most Common Venue 9th Most Common Venue 10th Most Common Venue  \n",
       "0                  Café     Health Food Store          Historic Site  \n",
       "1         Burrito Place                  Café      College Cafeteria  \n",
       "2        Cosmetics Shop   Japanese Restaurant         Lingerie Store  \n",
       "3              Beer Bar        Clothing Store    Moroccan Restaurant  \n",
       "4               Dog Run      Doner Restaurant            Yoga Studio  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Assigning cluster and neighborhood to each Venue\n",
    "neighborhoods_venues_sorted.insert(0, 'Cluster Labels', kmeans.labels_)\n",
    "toronto_merged = toronto_df\n",
    "toronto_merged = toronto_merged.merge(neighborhoods_venues_sorted.set_index('Neighborhood'), on='Neighborhood')\n",
    "toronto_merged.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "PUTTING EVERYTHING ON A MAP"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Toronto are 43.6534817, -79.3839347.\n"
     ]
    }
   ],
   "source": [
    "#getting Toronto's location\n",
    "from geopy.geocoders import Nominatim\n",
    "address = 'Toronto'\n",
    "\n",
    "geolocator = Nominatim(user_agent=\"ny_explorer\")\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": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
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            popup_44805c56c93b43148764a0f31c2d12bf.setContent(html_2b09bc1dc5d74c718251f9cc7b529f75);
        

        circle_marker_2c661b54d6864e6e95542d7248c1bbed.bindPopup(popup_44805c56c93b43148764a0f31c2d12bf)
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            var circle_marker_90476cb50dea4f579b65e0cc340d0bd7 = L.circleMarker(
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        var popup_d4d8c8bec98a475e9e98590e8f3dde16 = L.popup({"maxWidth": "100%"});

        
            var html_72afeeb7773a47e193799a0980feff04 = $(`<div id="html_72afeeb7773a47e193799a0980feff04" style="width: 100.0%; height: 100.0%;">India Bazaar, The Beaches West Cluster 2</div>`)[0];
            popup_d4d8c8bec98a475e9e98590e8f3dde16.setContent(html_72afeeb7773a47e193799a0980feff04);
        

        circle_marker_90476cb50dea4f579b65e0cc340d0bd7.bindPopup(popup_d4d8c8bec98a475e9e98590e8f3dde16)
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        var popup_193a007bdd554331a9d26c9a5373d983 = L.popup({"maxWidth": "100%"});

        
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            popup_193a007bdd554331a9d26c9a5373d983.setContent(html_ff45044393654260bb111fd9c0e3f598);
        

        circle_marker_ef8e8f2b609d40b59647aeff9e4c1832.bindPopup(popup_193a007bdd554331a9d26c9a5373d983)
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        var popup_0fd1370d63aa474fa9a02cbc5a1de0c2 = L.popup({"maxWidth": "100%"});

        
            var html_9589bf8d22a0409080be53ccd86183f1 = $(`<div id="html_9589bf8d22a0409080be53ccd86183f1" style="width: 100.0%; height: 100.0%;">Studio District Cluster 2</div>`)[0];
            popup_0fd1370d63aa474fa9a02cbc5a1de0c2.setContent(html_9589bf8d22a0409080be53ccd86183f1);
        

        circle_marker_245978ca305646ed836fb1c3e70457f8.bindPopup(popup_0fd1370d63aa474fa9a02cbc5a1de0c2)
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            var circle_marker_5d3f54e7b26944cba35637d895775762 = L.circleMarker(
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                {"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}
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        var popup_e0979cf335a6454496b61d1422ba6311 = L.popup({"maxWidth": "100%"});

        
            var html_6e7fce36ee054fd29551593eaf5745c6 = $(`<div id="html_6e7fce36ee054fd29551593eaf5745c6" style="width: 100.0%; height: 100.0%;">Lawrence Park Cluster 0</div>`)[0];
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            var circle_marker_65968c57da124db6946e0961dc3f2152 = L.circleMarker(
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        var popup_8a35d0f24099442285d28b6bab715c07 = L.popup({"maxWidth": "100%"});

        
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            popup_8a35d0f24099442285d28b6bab715c07.setContent(html_cad854ff25c54a1eb6bf6cdee025d164);
        

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            var circle_marker_57d838c05c284b33818a85ed78286430 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_68af88f3bdef4deba662bd0a90ed3f9a = L.popup({"maxWidth": "100%"});

        
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        circle_marker_57d838c05c284b33818a85ed78286430.bindPopup(popup_68af88f3bdef4deba662bd0a90ed3f9a)
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            var circle_marker_b2030b5bd747438e9adfb01f17873c54 = L.circleMarker(
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                {"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_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_f4a7aa94fa274ac888dc6e7022df4cc4 = L.popup({"maxWidth": "100%"});

        
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            popup_f4a7aa94fa274ac888dc6e7022df4cc4.setContent(html_ccd3f99d847448e3bea089b13305c5f1);
        

        circle_marker_b2030b5bd747438e9adfb01f17873c54.bindPopup(popup_f4a7aa94fa274ac888dc6e7022df4cc4)
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            var circle_marker_db932118596548338a9cc24330cc33c4 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_9f4b775bb56b4057a48a50709be4fba7 = L.popup({"maxWidth": "100%"});

        
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            popup_9f4b775bb56b4057a48a50709be4fba7.setContent(html_0abb9e9dd95c4ef890dcad9d01b682d7);
        

        circle_marker_db932118596548338a9cc24330cc33c4.bindPopup(popup_9f4b775bb56b4057a48a50709be4fba7)
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_b3ee4a2cfc224b15bd9d2c1230d36813 = L.popup({"maxWidth": "100%"});

        
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        circle_marker_2d927dbbb5b24f43b7e774df392d53f4.bindPopup(popup_b3ee4a2cfc224b15bd9d2c1230d36813)
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                [43.6727097, -79.40567840000001],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_a7cd5e9f17394b9092240c7998356fce = L.popup({"maxWidth": "100%"});

        
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            popup_a7cd5e9f17394b9092240c7998356fce.setContent(html_4395d5b1d31a4135ab93a4b8cb3486a3);
        

        circle_marker_7b89906d096a4a5d8b172e9ffbfadfe0.bindPopup(popup_a7cd5e9f17394b9092240c7998356fce)
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_cc2b1ace89fd4eac86a6b56640756a09 = L.popup({"maxWidth": "100%"});

        
            var html_e7f92fde606d4103aa19ba431b0357ee = $(`<div id="html_e7f92fde606d4103aa19ba431b0357ee" style="width: 100.0%; height: 100.0%;">Parkdale, Roncesvalles Cluster 2</div>`)[0];
            popup_cc2b1ace89fd4eac86a6b56640756a09.setContent(html_e7f92fde606d4103aa19ba431b0357ee);
        

        circle_marker_89e5968dc5a7461a996e8aacd1df8f88.bindPopup(popup_cc2b1ace89fd4eac86a6b56640756a09)
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        var popup_0d52e61012e7424e9559f690563a7046 = L.popup({"maxWidth": "100%"});

        
            var html_5de016cc3f9e4b10ab48590566a82a4c = $(`<div id="html_5de016cc3f9e4b10ab48590566a82a4c" style="width: 100.0%; height: 100.0%;">Davisville Cluster 2</div>`)[0];
            popup_0d52e61012e7424e9559f690563a7046.setContent(html_5de016cc3f9e4b10ab48590566a82a4c);
        

        circle_marker_4dc8bb0e4cbb4b61a5717009c4603272.bindPopup(popup_0d52e61012e7424e9559f690563a7046)
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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            var html_ef8fc7ae3ec043a986bf6b0bac32d64b = $(`<div id="html_ef8fc7ae3ec043a986bf6b0bac32d64b" style="width: 100.0%; height: 100.0%;">University of Toronto, Harbord Cluster 2</div>`)[0];
            popup_6acdb407cfba4f7cb7116e805256c7b5.setContent(html_ef8fc7ae3ec043a986bf6b0bac32d64b);
        

        circle_marker_845099f5cf62480fbd111c5d510803e1.bindPopup(popup_6acdb407cfba4f7cb7116e805256c7b5)
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_692abbc616ec4bd2aa3eea697c8c8081 = L.popup({"maxWidth": "100%"});

        
            var html_2a6978da4f404218b8bd327b0573150e = $(`<div id="html_2a6978da4f404218b8bd327b0573150e" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea Cluster 2</div>`)[0];
            popup_692abbc616ec4bd2aa3eea697c8c8081.setContent(html_2a6978da4f404218b8bd327b0573150e);
        

        circle_marker_8d5e29620ecf40baa223525420e100fe.bindPopup(popup_692abbc616ec4bd2aa3eea697c8c8081)
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            var circle_marker_6e9c3793d9804e3ca5baa1f0527dede0 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#ffb360", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#ffb360", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_0e5c51a8a2c440e68ff202d9989942da = L.popup({"maxWidth": "100%"});

        
            var html_36f20335f53e477598e809a6b76241f6 = $(`<div id="html_36f20335f53e477598e809a6b76241f6" style="width: 100.0%; height: 100.0%;">Moore Park, Summerhill East Cluster 4</div>`)[0];
            popup_0e5c51a8a2c440e68ff202d9989942da.setContent(html_36f20335f53e477598e809a6b76241f6);
        

        circle_marker_6e9c3793d9804e3ca5baa1f0527dede0.bindPopup(popup_0e5c51a8a2c440e68ff202d9989942da)
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            var circle_marker_a3fe9ad6c49f487392d8c4db7e5fb85b = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_c8e745325f9e44539c894069afed4f58 = L.popup({"maxWidth": "100%"});

        
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            popup_c8e745325f9e44539c894069afed4f58.setContent(html_c14f642b7def465596a8e0d5f1d60a86);
        

        circle_marker_a3fe9ad6c49f487392d8c4db7e5fb85b.bindPopup(popup_c8e745325f9e44539c894069afed4f58)
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            var circle_marker_90118303443545f0bf71fe564af6a4b7 = L.circleMarker(
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            var html_b6fb65422d95456c8634a6b41a470602 = $(`<div id="html_b6fb65422d95456c8634a6b41a470602" style="width: 100.0%; height: 100.0%;">Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park Cluster 2</div>`)[0];
            popup_92eb7ea085794e3a90d7675295ac90f5.setContent(html_b6fb65422d95456c8634a6b41a470602);
        

        circle_marker_90118303443545f0bf71fe564af6a4b7.bindPopup(popup_92eb7ea085794e3a90d7675295ac90f5)
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            popup_9bd4e572912a4badaabeb14ca870f928.setContent(html_bfd80bb1a6a7446ca98f1ca6e83e2d74);
        

        circle_marker_d3f99dbed6c24cf68c196e31c5ab2d21.bindPopup(popup_9bd4e572912a4badaabeb14ca870f928)
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            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_a0b45702b0b043ccb7d97a50d42412a2 = L.popup({"maxWidth": "100%"});

        
            var html_33c609b2dd6b4cec91026cf51a92421b = $(`<div id="html_33c609b2dd6b4cec91026cf51a92421b" style="width: 100.0%; height: 100.0%;">Rosedale Cluster 3</div>`)[0];
            popup_a0b45702b0b043ccb7d97a50d42412a2.setContent(html_33c609b2dd6b4cec91026cf51a92421b);
        

        circle_marker_c83d1a6aa2a242ceb8484ae3066fc102.bindPopup(popup_a0b45702b0b043ccb7d97a50d42412a2)
        ;

        
    
    
            var circle_marker_cdddacd810844042a5393df6d8b5bc53 = L.circleMarker(
                [43.6464352, -79.37484599999999],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_6d9cb08dc0aa45a78a6a94fbcba1f434 = L.popup({"maxWidth": "100%"});

        
            var html_599d12440d1349b792638e3bc636288a = $(`<div id="html_599d12440d1349b792638e3bc636288a" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes Cluster 2</div>`)[0];
            popup_6d9cb08dc0aa45a78a6a94fbcba1f434.setContent(html_599d12440d1349b792638e3bc636288a);
        

        circle_marker_cdddacd810844042a5393df6d8b5bc53.bindPopup(popup_6d9cb08dc0aa45a78a6a94fbcba1f434)
        ;

        
    
    
            var circle_marker_454982303784496a85620e30df817b97 = L.circleMarker(
                [43.667967, -79.3676753],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_85266c740864410e9bca7e1987629fac = L.popup({"maxWidth": "100%"});

        
            var html_d1efc45f38694e78b3b442d60d0ac015 = $(`<div id="html_d1efc45f38694e78b3b442d60d0ac015" style="width: 100.0%; height: 100.0%;">St. James Town, Cabbagetown Cluster 2</div>`)[0];
            popup_85266c740864410e9bca7e1987629fac.setContent(html_d1efc45f38694e78b3b442d60d0ac015);
        

        circle_marker_454982303784496a85620e30df817b97.bindPopup(popup_85266c740864410e9bca7e1987629fac)
        ;

        
    
    
            var circle_marker_264985f9225c445fa0eecee8db1a14de = L.circleMarker(
                [43.6484292, -79.3822802],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_170117e6bcbc4e9eb9b7c0407e17c138 = L.popup({"maxWidth": "100%"});

        
            var html_b7b374eba41143b38fb51e2a39024bc8 = $(`<div id="html_b7b374eba41143b38fb51e2a39024bc8" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city Cluster 2</div>`)[0];
            popup_170117e6bcbc4e9eb9b7c0407e17c138.setContent(html_b7b374eba41143b38fb51e2a39024bc8);
        

        circle_marker_264985f9225c445fa0eecee8db1a14de.bindPopup(popup_170117e6bcbc4e9eb9b7c0407e17c138)
        ;

        
    
    
            var circle_marker_a70a0824b038417dad7fef39415e4320 = L.circleMarker(
                [43.6658599, -79.38315990000001],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_561245a70e1249f9a6857df82a906d92 = L.popup({"maxWidth": "100%"});

        
            var html_846cf77b431c483f86c4897053713c15 = $(`<div id="html_846cf77b431c483f86c4897053713c15" style="width: 100.0%; height: 100.0%;">Church and Wellesley Cluster 2</div>`)[0];
            popup_561245a70e1249f9a6857df82a906d92.setContent(html_846cf77b431c483f86c4897053713c15);
        

        circle_marker_a70a0824b038417dad7fef39415e4320.bindPopup(popup_561245a70e1249f9a6857df82a906d92)
        ;

        
    
    
            var circle_marker_533f029406d542f792608898470af75b = L.circleMarker(
                [43.6627439, -79.321558],
                {"bubblingMouseEvents": true, "color": "#00b5eb", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#00b5eb", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_ebb86605c4c346439e39de04c21c035a);
        
    
        var popup_8e7d663c47eb430dad05fed906cc971f = L.popup({"maxWidth": "100%"});

        
            var html_a04ba21743a345cc90591f2f82ef300c = $(`<div id="html_a04ba21743a345cc90591f2f82ef300c" style="width: 100.0%; height: 100.0%;">Business reply mail Processing Centre Cluster 2</div>`)[0];
            popup_8e7d663c47eb430dad05fed906cc971f.setContent(html_a04ba21743a345cc90591f2f82ef300c);
        

        circle_marker_533f029406d542f792608898470af75b.bindPopup(popup_8e7d663c47eb430dad05fed906cc971f)
        ;

        
    
</script> onload=\"this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x271a831c700>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "# create map\n",
    "map_clusters = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# set color scheme for the clusters\n",
    "x = np.arange(kclusters)\n",
    "colors_array = cm.rainbow(np.linspace(0, 1, len(x)))\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['Neighborhood'], toronto_merged['Cluster Labels']):\n",
    "    label = folium.Popup(str(poi) + ' Cluster ' + str(cluster), parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lon],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color=rainbow[cluster-1],\n",
    "        fill=True,\n",
    "        fill_color=rainbow[cluster-1],\n",
    "        fill_opacity=0.7).add_to(map_clusters)\n",
    "       \n",
    "map_clusters"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking at the map, we notice that the city of Toronto mostly homogeneous. Indeed most venues are similar to each other and belong to cluster 2. Let's see what is so commun in Toronto city and creates such a situation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Borough</th>\n",
       "      <th>Cluster Labels</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",
       "      <th>6th Most Common Venue</th>\n",
       "      <th>7th Most Common Venue</th>\n",
       "      <th>8th Most Common Venue</th>\n",
       "      <th>9th Most Common Venue</th>\n",
       "      <th>10th Most Common Venue</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Park</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Historic Site</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Park</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Smoothie Shop</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>College Cafeteria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Lingerie Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Moroccan Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Discount Store</td>\n",
       "      <td>Distribution Center</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "      <td>Yoga Studio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Café</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Bistro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Café</td>\n",
       "      <td>Park</td>\n",
       "      <td>Baby Store</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Candy Store</td>\n",
       "      <td>Athletics &amp; Sports</td>\n",
       "      <td>Coffee Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Café</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Bank</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Portuguese Restaurant</td>\n",
       "      <td>Pool</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Aquarium</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sporting Goods Shop</td>\n",
       "      <td>Scenic Lookout</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Beer Store</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>New American Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Greek Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Juice Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Performing Arts Venue</td>\n",
       "      <td>Nightclub</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Intersection</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Park</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Fish &amp; Chips Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Gym</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Fish Market</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Park</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Park</td>\n",
       "      <td>Convention Center</td>\n",
       "      <td>Concert Hall</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Flea Market</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Speakeasy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Bagel Shop</td>\n",
       "      <td>Spa</td>\n",
       "      <td>Salon / Barbershop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Rental Car Location</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Yoga Studio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>History Museum</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Martial Arts Dojo</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Gift Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Cuban Restaurant</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Movie Theater</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Beer Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Falafel Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Smoothie Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Gaming Cafe</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Caribbean Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Bank</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Bagel Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Airport Service</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Plane</td>\n",
       "      <td>Boat or Ferry</td>\n",
       "      <td>Sculpture Garden</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Airport Lounge</td>\n",
       "      <td>Airport Gate</td>\n",
       "      <td>Airport Food Court</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Cheese Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Snack Place</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>Asian Restaurant</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Mediterranean Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Gay Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Garden Center</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Comic Shop</td>\n",
       "      <td>Park</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Borough  Cluster Labels 1st Most Common Venue  \\\n",
       "0   Downtown Toronto               2           Coffee Shop   \n",
       "1   Downtown Toronto               2           Coffee Shop   \n",
       "2   Downtown Toronto               2        Clothing Store   \n",
       "3   Downtown Toronto               2                  Café   \n",
       "4       East Toronto               2                 Trail   \n",
       "5   Downtown Toronto               2           Coffee Shop   \n",
       "6   Downtown Toronto               2           Coffee Shop   \n",
       "7   Downtown Toronto               2         Grocery Store   \n",
       "8   Downtown Toronto               2           Coffee Shop   \n",
       "9       West Toronto               2              Pharmacy   \n",
       "10  Downtown Toronto               2           Coffee Shop   \n",
       "11      West Toronto               2                   Bar   \n",
       "12      East Toronto               2      Greek Restaurant   \n",
       "13  Downtown Toronto               2           Coffee Shop   \n",
       "14      West Toronto               2                  Café   \n",
       "15      East Toronto               2                  Park   \n",
       "16  Downtown Toronto               2           Coffee Shop   \n",
       "17      East Toronto               2                  Café   \n",
       "20   Central Toronto               2                   Gym   \n",
       "22      West Toronto               2       Thai Restaurant   \n",
       "23   Central Toronto               2           Coffee Shop   \n",
       "24   Central Toronto               2        Sandwich Place   \n",
       "25      West Toronto               2        Breakfast Spot   \n",
       "26   Central Toronto               2        Sandwich Place   \n",
       "27  Downtown Toronto               2                  Café   \n",
       "28      West Toronto               2                  Café   \n",
       "30  Downtown Toronto               2                  Café   \n",
       "31   Central Toronto               2           Coffee Shop   \n",
       "32  Downtown Toronto               2       Airport Service   \n",
       "34  Downtown Toronto               2           Coffee Shop   \n",
       "35  Downtown Toronto               2            Restaurant   \n",
       "36  Downtown Toronto               2           Coffee Shop   \n",
       "37  Downtown Toronto               2           Coffee Shop   \n",
       "38      East Toronto               2    Light Rail Station   \n",
       "\n",
       "   2nd Most Common Venue  3rd Most Common Venue   4th Most Common Venue  \\\n",
       "0                    Pub                 Bakery                    Park   \n",
       "1       Sushi Restaurant                   Park                     Bar   \n",
       "2            Coffee Shop     Italian Restaurant              Restaurant   \n",
       "3            Coffee Shop           Cocktail Bar               Gastropub   \n",
       "4      Health Food Store                    Pub              Donut Shop   \n",
       "5           Cocktail Bar                   Café                Beer Bar   \n",
       "6     Italian Restaurant         Sandwich Place                    Café   \n",
       "7                   Café                   Park              Baby Store   \n",
       "8                   Café             Restaurant         Thai Restaurant   \n",
       "9                 Bakery            Music Venue                    Café   \n",
       "10              Aquarium                   Café                   Hotel   \n",
       "11      Asian Restaurant             Restaurant                    Café   \n",
       "12    Italian Restaurant            Coffee Shop          Ice Cream Shop   \n",
       "13                  Café                  Hotel              Restaurant   \n",
       "14        Breakfast Spot            Coffee Shop             Yoga Studio   \n",
       "15  Fast Food Restaurant              Pet Store                     Pub   \n",
       "16                  Café             Restaurant                   Hotel   \n",
       "17           Coffee Shop    American Restaurant                  Bakery   \n",
       "20                 Hotel         Breakfast Spot       Food & Drink Shop   \n",
       "22    Mexican Restaurant                   Café  Furniture / Home Store   \n",
       "23        Clothing Store             Bagel Shop                     Spa   \n",
       "24                  Café            Coffee Shop                Pharmacy   \n",
       "25             Gift Shop             Restaurant        Cuban Restaurant   \n",
       "26          Dessert Shop       Sushi Restaurant             Pizza Place   \n",
       "27                   Bar     Italian Restaurant     Japanese Restaurant   \n",
       "28           Coffee Shop     Italian Restaurant             Pizza Place   \n",
       "30           Coffee Shop  Vietnamese Restaurant                  Bakery   \n",
       "31                   Pub     Light Rail Station              Sports Bar   \n",
       "32      Airport Terminal                  Plane           Boat or Ferry   \n",
       "34                  Café     Seafood Restaurant            Cocktail Bar   \n",
       "35           Pizza Place            Coffee Shop                  Bakery   \n",
       "36                  Café             Restaurant                     Gym   \n",
       "37   Japanese Restaurant       Sushi Restaurant              Restaurant   \n",
       "38  Gym / Fitness Center          Auto Workshop           Garden Center   \n",
       "\n",
       "            5th Most Common Venue   6th Most Common Venue  \\\n",
       "0                  Breakfast Spot                 Theater   \n",
       "1                        Beer Bar           Smoothie Shop   \n",
       "2       Middle Eastern Restaurant         Bubble Tea Shop   \n",
       "3             American Restaurant      Italian Restaurant   \n",
       "4                           Diner          Discount Store   \n",
       "5              Seafood Restaurant                  Bakery   \n",
       "6             Japanese Restaurant             Salad Place   \n",
       "7                       Nightclub      Italian Restaurant   \n",
       "8                   Deli / Bodega                   Hotel   \n",
       "9       Middle Eastern Restaurant                     Bar   \n",
       "10             Italian Restaurant     Sporting Goods Shop   \n",
       "11  Vegetarian / Vegan Restaurant             Men's Store   \n",
       "12                     Restaurant  Furniture / Home Store   \n",
       "13                    Salad Place     Japanese Restaurant   \n",
       "14                  Grocery Store               Pet Store   \n",
       "15                 Sandwich Place           Burrito Place   \n",
       "16                            Gym     American Restaurant   \n",
       "17                        Brewery               Gastropub   \n",
       "20                 Sandwich Place        Department Store   \n",
       "22                          Diner                  Bakery   \n",
       "23             Salon / Barbershop                    Café   \n",
       "24                 History Museum              Donut Shop   \n",
       "25    Eastern European Restaurant                 Dog Run   \n",
       "26             Italian Restaurant                     Gym   \n",
       "27                      Bookstore              Restaurant   \n",
       "28                            Pub        Sushi Restaurant   \n",
       "30             Mexican Restaurant             Gaming Cafe   \n",
       "31                    Supermarket        Sushi Restaurant   \n",
       "32               Sculpture Garden         Harbor / Marina   \n",
       "34             Italian Restaurant                Beer Bar   \n",
       "35                           Café                     Pub   \n",
       "36                          Hotel     Japanese Restaurant   \n",
       "37                            Pub             Pizza Place   \n",
       "38                         Garden    Fast Food Restaurant   \n",
       "\n",
       "    7th Most Common Venue     8th Most Common Venue  \\\n",
       "0              Restaurant                      Café   \n",
       "1          Sandwich Place             Burrito Place   \n",
       "2                    Café            Cosmetics Shop   \n",
       "3              Restaurant                  Beer Bar   \n",
       "4     Distribution Center                   Dog Run   \n",
       "5             Cheese Shop                Restaurant   \n",
       "6         Thai Restaurant            Ice Cream Shop   \n",
       "7                   Diner               Candy Store   \n",
       "8          Clothing Store                       Gym   \n",
       "9                    Bank               Supermarket   \n",
       "10         Scenic Lookout                Restaurant   \n",
       "11            Yoga Studio                Beer Store   \n",
       "12           Liquor Store         Indian Restaurant   \n",
       "13     Italian Restaurant        Seafood Restaurant   \n",
       "14  Performing Arts Venue                 Nightclub   \n",
       "15      Fish & Chips Shop        Italian Restaurant   \n",
       "16     Italian Restaurant             Deli / Bodega   \n",
       "17            Yoga Studio               Fish Market   \n",
       "20      Convenience Store                      Park   \n",
       "22             Restaurant               Flea Market   \n",
       "23             Restaurant       Rental Car Location   \n",
       "24           Burger Joint         Martial Arts Dojo   \n",
       "25                    Bar        Italian Restaurant   \n",
       "26                   Café               Coffee Shop   \n",
       "27                 Bakery               Yoga Studio   \n",
       "28              Bookstore        Falafel Restaurant   \n",
       "30           Dessert Shop                       Bar   \n",
       "31                   Bank                Restaurant   \n",
       "32               Boutique            Airport Lounge   \n",
       "34    Japanese Restaurant                Restaurant   \n",
       "35     Italian Restaurant               Snack Place   \n",
       "36             Steakhouse          Asian Restaurant   \n",
       "37            Men's Store  Mediterranean Restaurant   \n",
       "38         Farmers Market                Comic Shop   \n",
       "\n",
       "            9th Most Common Venue   10th Most Common Venue  \n",
       "0               Health Food Store            Historic Site  \n",
       "1                            Café        College Cafeteria  \n",
       "2             Japanese Restaurant           Lingerie Store  \n",
       "3                  Clothing Store      Moroccan Restaurant  \n",
       "4                Doner Restaurant              Yoga Studio  \n",
       "5     Eastern European Restaurant                   Bistro  \n",
       "6                    Burger Joint          Bubble Tea Shop  \n",
       "7              Athletics & Sports              Coffee Shop  \n",
       "8                     Pizza Place         Sushi Restaurant  \n",
       "9           Portuguese Restaurant                     Pool  \n",
       "10                        Brewery      Fried Chicken Joint  \n",
       "11             Italian Restaurant  New American Restaurant  \n",
       "12                            Spa                Juice Bar  \n",
       "13            American Restaurant         Sushi Restaurant  \n",
       "14             Italian Restaurant             Intersection  \n",
       "15                     Steakhouse               Restaurant  \n",
       "16             Seafood Restaurant      Japanese Restaurant  \n",
       "17                      Pet Store                     Park  \n",
       "20              Convention Center             Concert Hall  \n",
       "22            Fried Chicken Joint                Speakeasy  \n",
       "23             Chinese Restaurant              Yoga Studio  \n",
       "24      Middle Eastern Restaurant        Indian Restaurant  \n",
       "25                   Dessert Shop            Movie Theater  \n",
       "26                Thai Restaurant               Restaurant  \n",
       "27                            Pub                 Beer Bar  \n",
       "28                     Restaurant            Smoothie Shop  \n",
       "30  Vegetarian / Vegan Restaurant     Caribbean Restaurant  \n",
       "31            Fried Chicken Joint               Bagel Shop  \n",
       "32                   Airport Gate       Airport Food Court  \n",
       "34                            Gym              Cheese Shop  \n",
       "35              Indian Restaurant       Chinese Restaurant  \n",
       "36                    Salad Place       Seafood Restaurant  \n",
       "37                          Hotel                  Gay Bar  \n",
       "38                           Park               Restaurant  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_merged.loc[toronto_merged['Cluster Labels'] == 2, toronto_merged.columns[[1] + list(range(5, toronto_merged.shape[1]))]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We notice that there are lots of Coffee Shops and Café in Toronto. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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