Toronto_trust.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Importing libraries:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np # this one to replace \"Not assigned\" values wtih Numpy NaN"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Scraping Wikipedia page using Pandas \"read_html\" method and display result:"
   ]
  },
  {
   "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",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>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>Not assigned</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M2A</td>\n",
       "      <td>Not assigned</td>\n",
       "      <td>Not assigned</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               Not assigned\n",
       "1         M2A      Not assigned               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",
    "scrape_TO = pd.read_html(url)[0]\n",
    "scrape_TO.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Checking for table shape:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(180, 3)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrape_TO.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we replace all \"Not assigned\" values with Numpy \"NaN\" values for further manipulation convenience"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>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>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M2A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</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               NaN                        NaN\n",
       "1         M2A               NaN                        NaN\n",
       "2         M3A        North York                  Parkwoods\n",
       "3         M4A        North York           Victoria Village\n",
       "4         M5A  Downtown Toronto  Regent Park, Harbourfront"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scrape_TO.replace(to_replace=['Not assigned'], value=[np.nan],inplace=True)\n",
    "scrape_TO.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then apply \"dropna\" method for \"NaN\" values in \"Borough\" column as for task description"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\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",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Manor, Lawrence Heights</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</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",
       "2         M3A        North York                                    Parkwoods\n",
       "3         M4A        North York                             Victoria Village\n",
       "4         M5A  Downtown Toronto                    Regent Park, Harbourfront\n",
       "5         M6A        North York             Lawrence Manor, Lawrence Heights\n",
       "6         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "postal_code=scrape_TO.dropna(subset=['Borough'])\n",
    "postal_code.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And check the shape of clean table which now has 103 rows instead of 180 because of cleaning \"Not assigned\" Borough values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 3)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "postal_code.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Unfortunately Geocoder package didn't work, and hopefully we were provided with coordinates .csv file. So we read it with Pandas."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 3)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo_coordinates=pd.read_csv('Geospatial_Coordinates.csv')\n",
    "geo_coordinates.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then we join 'Postal Code' dataframe which contains 'Postal Code', 'Borough', 'Neighborhood' columns with 'Latitude' and 'Longitude' columns from 'Geo_coordinates' dataframe, to obtain new table with all 5 columns."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\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>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>2</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>3</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>4</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>5</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>6</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",
       "2         M3A        North York                                    Parkwoods   \n",
       "3         M4A        North York                             Victoria Village   \n",
       "4         M5A  Downtown Toronto                    Regent Park, Harbourfront   \n",
       "5         M6A        North York             Lawrence Manor, Lawrence Heights   \n",
       "6         M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government   \n",
       "\n",
       "    Latitude  Longitude  \n",
       "2  43.753259 -79.329656  \n",
       "3  43.725882 -79.315572  \n",
       "4  43.654260 -79.360636  \n",
       "5  43.718518 -79.464763  \n",
       "6  43.662301 -79.389494  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_data = postal_code.join(geo_coordinates.set_index('Postal Code'), on ='Postal Code')\n",
    "toronto_data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And check it's shape:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 5)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Part 3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We plan to cluster only Boroughs with 'Toronto' in it's name, so we filter them:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<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": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_pick = toronto_data[toronto_data['Borough'].str.contains('Toronto')].reset_index(drop=True)\n",
    "toronto_pick.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39, 5)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_pick.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And look what are their names:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Downtown Toronto', 'East Toronto', 'West Toronto',\n",
       "       'Central Toronto'], dtype=object)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_pick['Borough'].unique()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we import dependences, that we use further"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Libraries imported.\n"
     ]
    }
   ],
   "source": [
    "\n",
    "pd.set_option('display.max_columns', None) #some tuning for pandas output\n",
    "pd.set_option('display.max_rows', None)\n",
    "\n",
    "import json # library to handle JSON files\n",
    "\n",
    "from geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n",
    "\n",
    "import requests # library to handle requests\n",
    "from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe\n",
    "\n",
    "# Matplotlib and associated plotting modules\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "# import k-means from clustering stage\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "import folium # map rendering library\n",
    "\n",
    "print('Libraries imported.')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's get the geographical coordinates of Toronto."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Toronto are 43.6534817, -79.3839347.\n"
     ]
    }
   ],
   "source": [
    "address = 'Toronto, ON'\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": "markdown",
   "metadata": {},
   "source": [
    "Let's visualize neighborhoods of 'Downtown Toronto', 'East Toronto', 'West Toronto','Central Toronto' boroughs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
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                [43.667967, -79.3676753],
                {"bubblingMouseEvents": true, "color": "blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_4745b045f0e34b47b067ba611e758342);
        
    
        var popup_299d5a6cfb1b4a10b59b84b5b8b1a897 = L.popup({"maxWidth": "100%"});

        
            var html_9bb54fe9c1f94b3982adcde4580c9f9e = $(`<div id="html_9bb54fe9c1f94b3982adcde4580c9f9e" style="width: 100.0%; height: 100.0%;">St. James Town, Cabbagetown</div>`)[0];
            popup_299d5a6cfb1b4a10b59b84b5b8b1a897.setContent(html_9bb54fe9c1f94b3982adcde4580c9f9e);
        

        circle_marker_f4056426512a43c581a17689eb47fc84.bindPopup(popup_299d5a6cfb1b4a10b59b84b5b8b1a897)
        ;

        
    
    
            var circle_marker_d9613e524a9a4f619adc7dab5d8b83df = L.circleMarker(
                [43.6484292, -79.3822802],
                {"bubblingMouseEvents": true, "color": "blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_4745b045f0e34b47b067ba611e758342);
        
    
        var popup_fd72e2eb2b804808a9959a57c36744f2 = L.popup({"maxWidth": "100%"});

        
            var html_c4264c379faf4b17a85209c69034c219 = $(`<div id="html_c4264c379faf4b17a85209c69034c219" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city</div>`)[0];
            popup_fd72e2eb2b804808a9959a57c36744f2.setContent(html_c4264c379faf4b17a85209c69034c219);
        

        circle_marker_d9613e524a9a4f619adc7dab5d8b83df.bindPopup(popup_fd72e2eb2b804808a9959a57c36744f2)
        ;

        
    
    
            var circle_marker_92b4e0b4dca744a2925ea115662cd6bf = L.circleMarker(
                [43.6658599, -79.38315990000001],
                {"bubblingMouseEvents": true, "color": "blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_4745b045f0e34b47b067ba611e758342);
        
    
        var popup_771647a5f97d43b8b169db4a69259d1a = L.popup({"maxWidth": "100%"});

        
            var html_9f2c3a551f2e4444bfb0e45e34307d0f = $(`<div id="html_9f2c3a551f2e4444bfb0e45e34307d0f" style="width: 100.0%; height: 100.0%;">Church and Wellesley</div>`)[0];
            popup_771647a5f97d43b8b169db4a69259d1a.setContent(html_9f2c3a551f2e4444bfb0e45e34307d0f);
        

        circle_marker_92b4e0b4dca744a2925ea115662cd6bf.bindPopup(popup_771647a5f97d43b8b169db4a69259d1a)
        ;

        
    
    
            var circle_marker_8eaad0ee20ec4e949f727d852f2f87bf = L.circleMarker(
                [43.6627439, -79.321558],
                {"bubblingMouseEvents": true, "color": "blue", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_4745b045f0e34b47b067ba611e758342);
        
    
        var popup_48a1c9b581984559a4988a378848fd9f = L.popup({"maxWidth": "100%"});

        
            var html_8d38ad19952241809a3b904ebc886102 = $(`<div id="html_8d38ad19952241809a3b904ebc886102" style="width: 100.0%; height: 100.0%;">Business reply mail Processing Centre, South Central Letter Processing Plant Toronto</div>`)[0];
            popup_48a1c9b581984559a4988a378848fd9f.setContent(html_8d38ad19952241809a3b904ebc886102);
        

        circle_marker_8eaad0ee20ec4e949f727d852f2f87bf.bindPopup(popup_48a1c9b581984559a4988a378848fd9f)
        ;

        
    
</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 0x1ff01a2a130>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map of Toronto using latitude and longitude values\n",
    "map_toronto = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# add markers to map\n",
    "for lat, lng, label in zip(toronto_pick['Latitude'], toronto_pick['Longitude'], toronto_pick['Neighborhood']):\n",
    "    label = folium.Popup(label, parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=5,\n",
    "        popup=label,\n",
    "        color='blue',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc',\n",
    "        fill_opacity=0.7,\n",
    "        parse_html=False).add_to(map_toronto)  \n",
    "    \n",
    "map_toronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we are going to start utilizing the Foursquare API to explore the neighborhoods and segment them."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Define Foursquare Credentials and Version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Your credentails:\n",
      "CLIENT_ID: R1A0HJSZF23PZDHTNHIXVLYIIX0EYGBF411D4UUZIKPW440P\n",
      "CLIENT_SECRET:P24XMBE41KNAS4W4CAAKRZCQO0LPKBH0432BTVZXV2LO10CX\n"
     ]
    }
   ],
   "source": [
    "CLIENT_ID = 'R1A0HJSZF23PZDHTNHIXVLYIIX0EYGBF411D4UUZIKPW440P' # your Foursquare ID\n",
    "CLIENT_SECRET = 'P24XMBE41KNAS4W4CAAKRZCQO0LPKBH0432BTVZXV2LO10CX' # your Foursquare Secret\n",
    "VERSION = '20200616' # Foursquare API version\n",
    "\n",
    "print('Your credentails:')\n",
    "print('CLIENT_ID: ' + CLIENT_ID)\n",
    "print('CLIENT_SECRET:' + CLIENT_SECRET)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's use a function to get list of venues within 500 m from each neighborhood. Limiting 100 venues per neighborhood."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "radius=500\n",
    "LIMIT=100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=500):\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",
    "            LIMIT)\n",
    "            \n",
    "        # make the GET request\n",
    "        results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "        \n",
    "        # return only relevant information for each nearby venue\n",
    "        venues_list.append([(\n",
    "            name, \n",
    "            lat, \n",
    "            lng, \n",
    "            v['venue']['name'], \n",
    "            v['venue']['location']['lat'], \n",
    "            v['venue']['location']['lng'],  \n",
    "            v['venue']['categories'][0]['name']) for v in results])\n",
    "\n",
    "    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])\n",
    "    nearby_venues.columns = ['Neighborhood', \n",
    "                  'Neighborhood Latitude', \n",
    "                  'Neighborhood Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    \n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now use the code to run the above function on each neighborhood and create a new dataframe called manhattan_venues."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "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, Forest Hill Road Park\n",
      "High Park, The Junction South\n",
      "North Toronto West, Lawrence Park\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, South Central Letter Processing Plant Toronto\n"
     ]
    }
   ],
   "source": [
    "toronto_venues = getNearbyVenues(names=toronto_pick['Neighborhood'],\n",
    "                                   latitudes=toronto_pick['Latitude'],\n",
    "                                   longitudes=toronto_pick['Longitude']\n",
    "                                  )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Let's check the size of the resulting dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1617, 7)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>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",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.65426</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>Roselle Desserts</td>\n",
       "      <td>43.653447</td>\n",
       "      <td>-79.362017</td>\n",
       "      <td>Bakery</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.65426</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>Tandem Coffee</td>\n",
       "      <td>43.653559</td>\n",
       "      <td>-79.361809</td>\n",
       "      <td>Coffee Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.65426</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>Cooper Koo Family YMCA</td>\n",
       "      <td>43.653249</td>\n",
       "      <td>-79.358008</td>\n",
       "      <td>Distribution Center</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.65426</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>Body Blitz Spa East</td>\n",
       "      <td>43.654735</td>\n",
       "      <td>-79.359874</td>\n",
       "      <td>Spa</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>43.65426</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>Dominion Pub and Kitchen</td>\n",
       "      <td>43.656919</td>\n",
       "      <td>-79.358967</td>\n",
       "      <td>Pub</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Neighborhood  Neighborhood Latitude  Neighborhood Longitude  \\\n",
       "0  Regent Park, Harbourfront               43.65426              -79.360636   \n",
       "1  Regent Park, Harbourfront               43.65426              -79.360636   \n",
       "2  Regent Park, Harbourfront               43.65426              -79.360636   \n",
       "3  Regent Park, Harbourfront               43.65426              -79.360636   \n",
       "4  Regent Park, Harbourfront               43.65426              -79.360636   \n",
       "\n",
       "                      Venue  Venue Latitude  Venue Longitude  \\\n",
       "0          Roselle Desserts       43.653447       -79.362017   \n",
       "1             Tandem Coffee       43.653559       -79.361809   \n",
       "2    Cooper Koo Family YMCA       43.653249       -79.358008   \n",
       "3       Body Blitz Spa East       43.654735       -79.359874   \n",
       "4  Dominion Pub and Kitchen       43.656919       -79.358967   \n",
       "\n",
       "        Venue Category  \n",
       "0               Bakery  \n",
       "1          Coffee Shop  \n",
       "2  Distribution Center  \n",
       "3                  Spa  \n",
       "4                  Pub  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(toronto_venues.shape)\n",
    "toronto_venues.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's check how many venues were returned for each neighborhood"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>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>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>Business reply mail Processing Centre, South Central Letter Processing Plant Toronto</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>CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Central Bay Street</th>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Christie</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>Church and Wellesley</th>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</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>31</td>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Davisville North</th>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dufferin, Dovercourt Village</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>First Canadian Place, Underground city</th>\n",
       "      <td>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, Forest Hill Road Park</th>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>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>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>Kensington Market, Chinatown, Grange Park</th>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>60</td>\n",
       "      <td>60</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>45</td>\n",
       "      <td>45</td>\n",
       "      <td>45</td>\n",
       "      <td>45</td>\n",
       "      <td>45</td>\n",
       "      <td>45</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, Lawrence Park</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>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>32</td>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Regent Park, Harbourfront</th>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Richmond, Adelaide, King</th>\n",
       "      <td>95</td>\n",
       "      <td>95</td>\n",
       "      <td>95</td>\n",
       "      <td>95</td>\n",
       "      <td>95</td>\n",
       "      <td>95</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>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>Runnymede, Swansea</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. James Town</th>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. James Town, Cabbagetown</th>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>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>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>The Annex, North Midtown, Yorkville</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>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>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>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                           23   \n",
       "Business reply mail Processing Centre, South Ce...                     16   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...                     18   \n",
       "Central Bay Street                                                     65   \n",
       "Christie                                                               16   \n",
       "Church and Wellesley                                                   78   \n",
       "Commerce Court, Victoria Hotel                                        100   \n",
       "Davisville                                                             31   \n",
       "Davisville North                                                        9   \n",
       "Dufferin, Dovercourt Village                                           15   \n",
       "First Canadian Place, Underground city                                100   \n",
       "Forest Hill North & West, Forest Hill Road Park                         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                                         21   \n",
       "Kensington Market, Chinatown, Grange Park                              60   \n",
       "Lawrence Park                                                           3   \n",
       "Little Portugal, Trinity                                               45   \n",
       "Moore Park, Summerhill East                                             2   \n",
       "North Toronto West, Lawrence Park                                      19   \n",
       "Parkdale, Roncesvalles                                                 14   \n",
       "Queen's Park, Ontario Provincial Government                            32   \n",
       "Regent Park, Harbourfront                                              46   \n",
       "Richmond, Adelaide, King                                               95   \n",
       "Rosedale                                                                4   \n",
       "Roselawn                                                                3   \n",
       "Runnymede, Swansea                                                     38   \n",
       "St. James Town                                                         78   \n",
       "St. James Town, Cabbagetown                                            47   \n",
       "Stn A PO Boxes                                                         94   \n",
       "Studio District                                                        41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...                     17   \n",
       "The Annex, North Midtown, Yorkville                                    22   \n",
       "The Beaches                                                             4   \n",
       "The Danforth West, Riverdale                                           43   \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                            23   \n",
       "Business reply mail Processing Centre, South Ce...                      16   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...                      18   \n",
       "Central Bay Street                                                      65   \n",
       "Christie                                                                16   \n",
       "Church and Wellesley                                                    78   \n",
       "Commerce Court, Victoria Hotel                                         100   \n",
       "Davisville                                                              31   \n",
       "Davisville North                                                         9   \n",
       "Dufferin, Dovercourt Village                                            15   \n",
       "First Canadian Place, Underground city                                 100   \n",
       "Forest Hill North & West, Forest Hill Road Park                          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                                          21   \n",
       "Kensington Market, Chinatown, Grange Park                               60   \n",
       "Lawrence Park                                                            3   \n",
       "Little Portugal, Trinity                                                45   \n",
       "Moore Park, Summerhill East                                              2   \n",
       "North Toronto West, Lawrence Park                                       19   \n",
       "Parkdale, Roncesvalles                                                  14   \n",
       "Queen's Park, Ontario Provincial Government                             32   \n",
       "Regent Park, Harbourfront                                               46   \n",
       "Richmond, Adelaide, King                                                95   \n",
       "Rosedale                                                                 4   \n",
       "Roselawn                                                                 3   \n",
       "Runnymede, Swansea                                                      38   \n",
       "St. James Town                                                          78   \n",
       "St. James Town, Cabbagetown                                             47   \n",
       "Stn A PO Boxes                                                          94   \n",
       "Studio District                                                         41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...                      17   \n",
       "The Annex, North Midtown, Yorkville                                     22   \n",
       "The Beaches                                                              4   \n",
       "The Danforth West, Riverdale                                            43   \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           23              23   \n",
       "Business reply mail Processing Centre, South Ce...     16              16   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...     18              18   \n",
       "Central Bay Street                                     65              65   \n",
       "Christie                                               16              16   \n",
       "Church and Wellesley                                   78              78   \n",
       "Commerce Court, Victoria Hotel                        100             100   \n",
       "Davisville                                             31              31   \n",
       "Davisville North                                        9               9   \n",
       "Dufferin, Dovercourt Village                           15              15   \n",
       "First Canadian Place, Underground city                100             100   \n",
       "Forest Hill North & West, Forest Hill Road Park         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                         21              21   \n",
       "Kensington Market, Chinatown, Grange Park              60              60   \n",
       "Lawrence Park                                           3               3   \n",
       "Little Portugal, Trinity                               45              45   \n",
       "Moore Park, Summerhill East                             2               2   \n",
       "North Toronto West, Lawrence Park                      19              19   \n",
       "Parkdale, Roncesvalles                                 14              14   \n",
       "Queen's Park, Ontario Provincial Government            32              32   \n",
       "Regent Park, Harbourfront                              46              46   \n",
       "Richmond, Adelaide, King                               95              95   \n",
       "Rosedale                                                4               4   \n",
       "Roselawn                                                3               3   \n",
       "Runnymede, Swansea                                     38              38   \n",
       "St. James Town                                         78              78   \n",
       "St. James Town, Cabbagetown                            47              47   \n",
       "Stn A PO Boxes                                         94              94   \n",
       "Studio District                                        41              41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...     17              17   \n",
       "The Annex, North Midtown, Yorkville                    22              22   \n",
       "The Beaches                                             4               4   \n",
       "The Danforth West, Riverdale                           43              43   \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                     23   \n",
       "Business reply mail Processing Centre, South Ce...               16   \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...               18   \n",
       "Central Bay Street                                               65   \n",
       "Christie                                                         16   \n",
       "Church and Wellesley                                             78   \n",
       "Commerce Court, Victoria Hotel                                  100   \n",
       "Davisville                                                       31   \n",
       "Davisville North                                                  9   \n",
       "Dufferin, Dovercourt Village                                     15   \n",
       "First Canadian Place, Underground city                          100   \n",
       "Forest Hill North & West, Forest Hill Road Park                   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                                   21   \n",
       "Kensington Market, Chinatown, Grange Park                        60   \n",
       "Lawrence Park                                                     3   \n",
       "Little Portugal, Trinity                                         45   \n",
       "Moore Park, Summerhill East                                       2   \n",
       "North Toronto West, Lawrence Park                                19   \n",
       "Parkdale, Roncesvalles                                           14   \n",
       "Queen's Park, Ontario Provincial Government                      32   \n",
       "Regent Park, Harbourfront                                        46   \n",
       "Richmond, Adelaide, King                                         95   \n",
       "Rosedale                                                          4   \n",
       "Roselawn                                                          3   \n",
       "Runnymede, Swansea                                               38   \n",
       "St. James Town                                                   78   \n",
       "St. James Town, Cabbagetown                                      47   \n",
       "Stn A PO Boxes                                                   94   \n",
       "Studio District                                                  41   \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...               17   \n",
       "The Annex, North Midtown, Yorkville                              22   \n",
       "The Beaches                                                       4   \n",
       "The Danforth West, Riverdale                                     43   \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                    23  \n",
       "Business reply mail Processing Centre, South Ce...              16  \n",
       "CN Tower, King and Spadina, Railway Lands, Harb...              18  \n",
       "Central Bay Street                                              65  \n",
       "Christie                                                        16  \n",
       "Church and Wellesley                                            78  \n",
       "Commerce Court, Victoria Hotel                                 100  \n",
       "Davisville                                                      31  \n",
       "Davisville North                                                 9  \n",
       "Dufferin, Dovercourt Village                                    15  \n",
       "First Canadian Place, Underground city                         100  \n",
       "Forest Hill North & West, Forest Hill Road Park                  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                                  21  \n",
       "Kensington Market, Chinatown, Grange Park                       60  \n",
       "Lawrence Park                                                    3  \n",
       "Little Portugal, Trinity                                        45  \n",
       "Moore Park, Summerhill East                                      2  \n",
       "North Toronto West, Lawrence Park                               19  \n",
       "Parkdale, Roncesvalles                                          14  \n",
       "Queen's Park, Ontario Provincial Government                     32  \n",
       "Regent Park, Harbourfront                                       46  \n",
       "Richmond, Adelaide, King                                        95  \n",
       "Rosedale                                                         4  \n",
       "Roselawn                                                         3  \n",
       "Runnymede, Swansea                                              38  \n",
       "St. James Town                                                  78  \n",
       "St. James Town, Cabbagetown                                     47  \n",
       "Stn A PO Boxes                                                  94  \n",
       "Studio District                                                 41  \n",
       "Summerhill West, Rathnelly, South Hill, Forest ...              17  \n",
       "The Annex, North Midtown, Yorkville                             22  \n",
       "The Beaches                                                      4  \n",
       "The Danforth West, Riverdale                                    43  \n",
       "Toronto Dominion Centre, Design Exchange                       100  \n",
       "University of Toronto, Harbord                                  35  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_venues.groupby('Neighborhood').count()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Let's find out how many unique categories can be curated from all the returned venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 235 uniques categories.\n"
     ]
    }
   ],
   "source": [
    "print('There are {} uniques categories.'.format(len(toronto_venues['Venue Category'].unique())))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Analyze Each Neighborhood"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>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>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>Camera Store</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 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>Dim Sum Restaurant</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>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>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>Home Service</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hospital</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>IT Services</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>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>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>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>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>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>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tanning Salon</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>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",
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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",
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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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Regent Park, Harbourfront</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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
       "      <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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <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",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>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",
       "    </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>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>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",
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       "  </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  Auto Workshop  BBQ Joint  \\\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",
       "   Baby Store  Bagel Shop  Bakery  Bank  Bar  Baseball Stadium  \\\n",
       "0           0           0       1     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",
       "   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",
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       "   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               0        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  Camera Store  Candy Store  Caribbean 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",
       "   Cheese Shop  Chinese Restaurant  Chocolate Shop  Church  Climbing Gym  \\\n",
       "0            0                   0               0       0             0   \n",
       "1            0                   0               0       0             0   \n",
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       "3            0                   0               0       0             0   \n",
       "4            0                   0               0       0             0   \n",
       "\n",
       "   Clothing Store  Cocktail Bar  Coffee Shop  College Arts Building  \\\n",
       "0               0             0            0                      0   \n",
       "1               0             0            1                      0   \n",
       "2               0             0            0                      0   \n",
       "3               0             0            0                      0   \n",
       "4               0             0            0                      0   \n",
       "\n",
       "   College Auditorium  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  Dim Sum Restaurant  Diner  Discount Store  \\\n",
       "0                 0             0                   0      0               0   \n",
       "1                 0             0                   0      0               0   \n",
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       "\n",
       "   Distribution Center  Dog Run  Doner Restaurant  Donut Shop  \\\n",
       "0                    0        0                 0           0   \n",
       "1                    0        0                 0           0   \n",
       "2                    1        0                 0           0   \n",
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       "\n",
       "   Dumpling Restaurant  Eastern European Restaurant  Electronics Store  \\\n",
       "0                    0                            0                  0   \n",
       "1                    0                            0                  0   \n",
       "2                    0                            0                  0   \n",
       "3                    0                            0                  0   \n",
       "4                    0                            0                  0   \n",
       "\n",
       "   Ethiopian Restaurant  Event Space  Falafel Restaurant  Farmers Market  \\\n",
       "0                     0            0                   0               0   \n",
       "1                     0            0                   0               0   \n",
       "2                     0            0                   0               0   \n",
       "3                     0            0                   0               0   \n",
       "4                     0            0                   0               0   \n",
       "\n",
       "   Fast Food Restaurant  Filipino Restaurant  Fish & Chips Shop  Fish 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",
       "   Flea Market  Flower Shop  Food  Food & Drink Shop  Food Court  Food Truck  \\\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",
       "   Fountain  French Restaurant  Fried Chicken Joint  Frozen Yogurt 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",
       "   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",
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       "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  Home Service  Hookah Bar  Hospital  Hostel  \\\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",
       "   Hotel  Hotel Bar  IT Services  Ice Cream Shop  Indian Restaurant  \\\n",
       "0      0          0            0               0                  0   \n",
       "1      0          0            0               0                  0   \n",
       "2      0          0            0               0                  0   \n",
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       "4      0          0            0               0                  0   \n",
       "\n",
       "   Indie Movie Theater  Intersection  Irish Pub  Italian 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",
       "   Japanese Restaurant  Jazz Club  Jewelry Store  Juice Bar  \\\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",
       "   Korean Restaurant  Lake  Latin American Restaurant  Light Rail Station  \\\n",
       "0                  0     0                          0                   0   \n",
       "1                  0     0                          0                   0   \n",
       "2                  0     0                          0                   0   \n",
       "3                  0     0                          0                   0   \n",
       "4                  0     0                          0                   0   \n",
       "\n",
       "   Lingerie Store  Liquor Store  Lounge  Mac & Cheese Joint  Malay 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",
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       "   Market  Martial Arts Dojo  Mediterranean Restaurant  Men's Store  \\\n",
       "0       0                  0                         0            0   \n",
       "1       0                  0                         0            0   \n",
       "2       0                  0                         0            0   \n",
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       "4       0                  0                         0            0   \n",
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       "   Mexican Restaurant  Middle Eastern Restaurant  Miscellaneous Shop  \\\n",
       "0                   0                          0                   0   \n",
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       "\n",
       "   Modern European Restaurant  Molecular Gastronomy Restaurant  \\\n",
       "0                           0                                0   \n",
       "1                           0                                0   \n",
       "2                           0                                0   \n",
       "3                           0                                0   \n",
       "4                           0                                0   \n",
       "\n",
       "   Monument / Landmark  Moroccan Restaurant  Movie Theater  Museum  \\\n",
       "0                    0                    0              0       0   \n",
       "1                    0                    0              0       0   \n",
       "2                    0                    0              0       0   \n",
       "3                    0                    0              0       0   \n",
       "4                    0                    0              0       0   \n",
       "\n",
       "   Music Venue  New American Restaurant  Nightclub  Noodle House  Office  \\\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",
       "   Opera House  Optical Shop  Organic Grocery  Other Great Outdoors  Park  \\\n",
       "0            0             0                0                     0     0   \n",
       "1            0             0                0                     0     0   \n",
       "2            0             0                0                     0     0   \n",
       "3            0             0                0                     0     0   \n",
       "4            0             0                0                     0     0   \n",
       "\n",
       "   Performing Arts Venue  Pet Store  Pharmacy  Pizza Place  Plane  Playground  \\\n",
       "0                      0          0         0            0      0           0   \n",
       "1                      0          0         0            0      0           0   \n",
       "2                      0          0         0            0      0           0   \n",
       "3                      0          0         0            0      0           0   \n",
       "4                      0          0         0            0      0           0   \n",
       "\n",
       "   Plaza  Poke Place  Poutine Place  Pub  Ramen Restaurant  Record Shop  \\\n",
       "0      0           0              0    0                 0            0   \n",
       "1      0           0              0    0                 0            0   \n",
       "2      0           0              0    0                 0            0   \n",
       "3      0           0              0    0                 0            0   \n",
       "4      0           0              0    1                 0            0   \n",
       "\n",
       "   Rental Car Location  Restaurant  Roof Deck  Sake Bar  Salad Place  \\\n",
       "0                    0           0          0         0            0   \n",
       "1                    0           0          0         0            0   \n",
       "2                    0           0          0         0            0   \n",
       "3                    0           0          0         0            0   \n",
       "4                    0           0          0         0            0   \n",
       "\n",
       "   Salon / Barbershop  Sandwich Place  Scenic Lookout  Sculpture 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",
       "   Seafood Restaurant  Shoe Store  Shopping Mall  Skate Park  Skating Rink  \\\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",
       "   Smoke Shop  Smoothie Shop  Snack Place  Soup Place  Spa  Speakeasy  \\\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    1          0   \n",
       "4           0              0            0           0    0          0   \n",
       "\n",
       "   Sporting Goods Shop  Sports Bar  Stadium  Stationery Store  Steakhouse  \\\n",
       "0                    0           0        0                 0           0   \n",
       "1                    0           0        0                 0           0   \n",
       "2                    0           0        0                 0           0   \n",
       "3                    0           0        0                 0           0   \n",
       "4                    0           0        0                 0           0   \n",
       "\n",
       "   Strip Club  Supermarket  Sushi Restaurant  Swim School  Tailor 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",
       "   Taiwanese Restaurant  Tanning Salon  Tapas Restaurant  Tea Room  \\\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  Wine Shop  Wings Joint  Women's 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",
       "   Yoga Studio  \n",
       "0            0  \n",
       "1            0  \n",
       "2            0  \n",
       "3            0  \n",
       "4            0  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# one hot encoding\n",
    "toronto_onehot = pd.get_dummies(toronto_venues[['Venue Category']], prefix=\"\", prefix_sep=\"\").drop('Neighborhood', 1)\n",
    "\n",
    "# add neighborhood column back to dataframe\n",
    "toronto_onehot['Neighborhood'] = toronto_venues['Neighborhood'] \n",
    "\n",
    "# move neighborhood column to the first column\n",
    "fixed_columns = [toronto_onehot.columns[-1]] + list(toronto_onehot.columns[:-1])\n",
    "toronto_onehot = toronto_onehot[fixed_columns]\n",
    "\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And examine the shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1617, 235)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_onehot.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Next, let's group rows by neighborhood and by taking the mean of the frequency of occurrence of each category"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "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>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>Camera Store</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 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>Dim Sum Restaurant</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>Dumpling Restaurant</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>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>Home Service</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hospital</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotel Bar</th>\n",
       "      <th>IT Services</th>\n",
       "      <th>Ice Cream Shop</th>\n",
       "      <th>Indian Restaurant</th>\n",
       "      <th>Indie Movie Theater</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>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>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>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Martial Arts Dojo</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>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>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>Supermarket</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Swim School</th>\n",
       "      <th>Tailor Shop</th>\n",
       "      <th>Taiwanese Restaurant</th>\n",
       "      <th>Tanning Salon</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Game Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Wine Bar</th>\n",
       "      <th>Wine Shop</th>\n",
       "      <th>Wings Joint</th>\n",
       "      <th>Women's Store</th>\n",
       "      <th>Yoga Studio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
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       "      <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>0.017857</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>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</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>0.017857</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>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.000000</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>0.035714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.035714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.017857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.086957</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",
       "      <td>0.000000</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",
       "      <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>0.130435</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</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>0.00000</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>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</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>0.00</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>0.043478</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",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</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>0.000000</td>\n",
       "      <td>0.043478</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Business reply mail Processing Centre, South C...</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>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</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>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.000000</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>0.062500</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",
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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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.169231</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</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>0.030769</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061538</td>\n",
       "      <td>0.046154</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.046154</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.015385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0625</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</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>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.062500</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.00</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064103</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.012821</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.025641</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</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>0.0000</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>0.010000</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>0.060000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</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>0.020000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.000000</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>0.020000</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.096774</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>0.032258</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>0.00000</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>0.0000</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>0.032258</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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",
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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>0.00</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.064516</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>0.032258</td>\n",
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       "      <td>0.032258</td>\n",
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       "      <td>0.000000</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>0.064516</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
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       "      <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>0.020000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</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>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.010000</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>0.000000</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>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.00000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</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>0.01</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",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Forest Hill North &amp; West, Forest Hill Road Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</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>0.00</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Garden District, Ryerson</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>0.00</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</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>0.0000</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>0.090000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</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>0.000000</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>0.010000</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>0.00000</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>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.01</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</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>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.0000</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>0.000000</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>0.000000</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>0.010000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.010000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</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>0.0000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.130000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.01</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>0.000000</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>0.010000</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>0.00000</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>0.030000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.01</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>0.000000</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>0.01</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>0.000000</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.020000</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>0.00</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>0.000000</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>0.03</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</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>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>High Park, The Junction South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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",
       "      <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",
       "      <td>0.086957</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.043478</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>0.000000</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>0.043478</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>0.043478</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>0.0000</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>0.043478</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>0.00</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>0.043478</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</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>0.00000</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>0.00</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.047619</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.095238</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>0.00000</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>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</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>0.00</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>0.047619</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.047619</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>0.00</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.047619</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>0.047619</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>0.095238</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.047619</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</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>0.0000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</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>0.033333</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Little Portugal, Trinity</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.022222</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.022222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</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>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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, Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.052632</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>0.052632</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Parkdale, Roncesvalles</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",
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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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.071429</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>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</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>0.000000</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",
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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",
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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",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </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",
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       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.031250</td>\n",
       "      <td>0.031250</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Regent Park, Harbourfront</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021739</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.065217</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.152174</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021739</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>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.065217</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.065217</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021739</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031579</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.094737</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031579</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031579</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031579</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</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",
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       "      <td>0.021053</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031579</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.010526</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010526</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.333333</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</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>0.333333</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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",
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       "      <td>0.000000</td>\n",
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       "      <td>0.026316</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",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>St. James Town, Cabbagetown</td>\n",
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       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</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>0.021277</td>\n",
       "      <td>0.063830</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.063830</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.063830</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>0.042553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.063830</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</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>0.0000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.0000</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>0.0000</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>0.00000</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>0.010638</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>0.000000</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>0.000000</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>0.00000</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>0.000000</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>0.010638</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.021277</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.00</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>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031915</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.0000</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>0.000000</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>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010638</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.00</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>0.000000</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>0.000000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</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>0.0000</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>0.00000</td>\n",
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       "      <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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       "    </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>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</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>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00000</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.046512</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.069767</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.023256</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>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.046512</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.186047</td>\n",
       "      <td>0.023256</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.023256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Toronto Dominion Centre, Design Exchange</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>University of Toronto, Harbord</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>0.028571</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.057143</td>\n",
       "      <td>0.00</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>0.0000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</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>0.000000</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>0.00</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>0.00</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>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.028571</td>\n",
       "    </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, South C...           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           0.012821   \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, Forest Hill Road Park           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, Lawrence Park           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   0.055556            0.055556      0.055556        0.111111   \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          0.000000          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          0.166667          0.111111             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             0.012821      0.000000   \n",
       "7          0.000000          0.000000             0.040000      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             0.030000      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          0.000000             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      0.021739   \n",
       "25         0.000000          0.000000             0.021053      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             0.038462      0.000000   \n",
       "30         0.000000          0.000000             0.000000      0.000000   \n",
       "31         0.000000          0.000000             0.010638      0.010638   \n",
       "32         0.000000          0.000000             0.048780      0.000000   \n",
       "33         0.000000          0.000000             0.058824      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             0.023256      0.000000   \n",
       "37         0.000000          0.000000             0.030000      0.000000   \n",
       "38         0.000000          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    0.015385             0.000000          0.000000   \n",
       "5       0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "6       0.00     0.000000    0.000000             0.012821          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             0.016667          0.000000   \n",
       "18      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "19      0.00     0.022222    0.000000             0.000000          0.066667   \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             0.031250          0.000000   \n",
       "24      0.00     0.021739    0.000000             0.000000          0.000000   \n",
       "25      0.00     0.010526    0.010526             0.000000          0.010526   \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     0.012821    0.000000             0.000000          0.012821   \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          0.020000   \n",
       "38      0.00     0.000000    0.000000             0.000000          0.000000   \n",
       "\n",
       "    Auto Workshop  BBQ Joint  Baby Store  Bagel Shop    Bakery      Bank  \\\n",
       "0          0.0000   0.017857      0.0000    0.017857  0.035714  0.000000   \n",
       "1          0.0000   0.000000      0.0000    0.000000  0.086957  0.000000   \n",
       "2          0.0625   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "3          0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "4          0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "5          0.0000   0.000000      0.0625    0.000000  0.000000  0.000000   \n",
       "6          0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "7          0.0000   0.000000      0.0000    0.000000  0.020000  0.000000   \n",
       "8          0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "9          0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "10         0.0000   0.000000      0.0000    0.000000  0.133333  0.066667   \n",
       "11         0.0000   0.000000      0.0000    0.000000  0.020000  0.000000   \n",
       "12         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "13         0.0000   0.000000      0.0000    0.000000  0.020000  0.010000   \n",
       "14         0.0000   0.000000      0.0000    0.000000  0.010000  0.000000   \n",
       "15         0.0000   0.000000      0.0000    0.000000  0.043478  0.000000   \n",
       "16         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "17         0.0000   0.000000      0.0000    0.000000  0.033333  0.000000   \n",
       "18         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "19         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "20         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "21         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "22         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "23         0.0000   0.000000      0.0000    0.000000  0.000000  0.031250   \n",
       "24         0.0000   0.000000      0.0000    0.000000  0.065217  0.021739   \n",
       "25         0.0000   0.000000      0.0000    0.000000  0.021053  0.000000   \n",
       "26         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "27         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "28         0.0000   0.000000      0.0000    0.000000  0.000000  0.026316   \n",
       "29         0.0000   0.012821      0.0000    0.000000  0.012821  0.000000   \n",
       "30         0.0000   0.000000      0.0000    0.000000  0.042553  0.021277   \n",
       "31         0.0000   0.010638      0.0000    0.010638  0.021277  0.000000   \n",
       "32         0.0000   0.000000      0.0000    0.000000  0.048780  0.024390   \n",
       "33         0.0000   0.000000      0.0000    0.058824  0.000000  0.058824   \n",
       "34         0.0000   0.045455      0.0000    0.000000  0.000000  0.000000   \n",
       "35         0.0000   0.000000      0.0000    0.000000  0.000000  0.000000   \n",
       "36         0.0000   0.000000      0.0000    0.000000  0.023256  0.000000   \n",
       "37         0.0000   0.000000      0.0000    0.000000  0.020000  0.010000   \n",
       "38         0.0000   0.000000      0.0000    0.000000  0.057143  0.028571   \n",
       "\n",
       "         Bar  Baseball Stadium  Basketball Stadium     Beach  Bed & Breakfast  \\\n",
       "0   0.000000              0.00            0.017857  0.017857         0.000000   \n",
       "1   0.043478              0.00            0.000000  0.000000         0.000000   \n",
       "2   0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "3   0.055556              0.00            0.000000  0.000000         0.000000   \n",
       "4   0.015385              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            0.000000  0.000000         0.000000   \n",
       "7   0.010000              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  0.066667              0.00            0.000000  0.000000         0.000000   \n",
       "11  0.010000              0.00            0.000000  0.000000         0.000000   \n",
       "12  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "13  0.010000              0.00            0.000000  0.000000         0.000000   \n",
       "14  0.020000              0.02            0.010000  0.000000         0.000000   \n",
       "15  0.043478              0.00            0.000000  0.000000         0.000000   \n",
       "16  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "17  0.033333              0.00            0.000000  0.000000         0.016667   \n",
       "18  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "19  0.111111              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  0.071429              0.00            0.000000  0.000000         0.000000   \n",
       "23  0.031250              0.00            0.000000  0.000000         0.000000   \n",
       "24  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "25  0.010526              0.00            0.000000  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  0.026316              0.00            0.000000  0.000000         0.000000   \n",
       "29  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "30  0.000000              0.00            0.000000  0.000000         0.000000   \n",
       "31  0.000000              0.00            0.010638  0.000000         0.000000   \n",
       "32  0.024390              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  0.010000              0.00            0.010000  0.000000         0.000000   \n",
       "38  0.057143              0.00            0.000000  0.000000         0.000000   \n",
       "\n",
       "    Beer Bar  Beer Store  Belgian Restaurant    Bistro  Boat or Ferry  \\\n",
       "0   0.035714    0.000000            0.000000  0.017857       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       0.055556   \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   0.012821    0.000000            0.000000  0.000000       0.000000   \n",
       "7   0.020000    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  0.020000    0.000000            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  0.010000    0.000000            0.000000  0.010000       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  0.016667    0.000000            0.016667  0.000000       0.000000   \n",
       "18  0.000000    0.000000            0.000000  0.000000       0.000000   \n",
       "19  0.000000    0.022222            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  0.031250    0.000000            0.000000  0.000000       0.000000   \n",
       "24  0.000000    0.021739            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  0.012821    0.000000            0.012821  0.012821       0.000000   \n",
       "30  0.000000    0.021277            0.000000  0.000000       0.000000   \n",
       "31  0.031915    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  0.020000    0.000000            0.000000  0.010000       0.000000   \n",
       "38  0.028571    0.028571            0.000000  0.000000       0.000000   \n",
       "\n",
       "    Bookstore  Boutique  Brazilian Restaurant  Breakfast Spot   Brewery  \\\n",
       "0    0.000000  0.000000              0.000000        0.017857  0.000000   \n",
       "1    0.000000  0.000000              0.000000        0.086957  0.000000   \n",
       "2    0.000000  0.000000              0.000000        0.000000  0.062500   \n",
       "3    0.000000  0.055556              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    0.012821  0.000000              0.000000        0.012821  0.000000   \n",
       "7    0.010000  0.000000              0.000000        0.010000  0.000000   \n",
       "8    0.000000  0.000000              0.000000        0.000000  0.032258   \n",
       "9    0.000000  0.000000              0.000000        0.111111  0.000000   \n",
       "10   0.000000  0.000000              0.000000        0.000000  0.066667   \n",
       "11   0.010000  0.000000              0.010000        0.000000  0.000000   \n",
       "12   0.000000  0.000000              0.000000        0.000000  0.000000   \n",
       "13   0.020000  0.000000              0.000000        0.000000  0.000000   \n",
       "14   0.000000  0.000000              0.000000        0.000000  0.030000   \n",
       "15   0.043478  0.000000              0.000000        0.000000  0.000000   \n",
       "16   0.000000  0.000000              0.000000        0.000000  0.047619   \n",
       "17   0.000000  0.000000              0.000000        0.016667  0.000000   \n",
       "18   0.000000  0.000000              0.000000        0.000000  0.000000   \n",
       "19   0.000000  0.000000              0.000000        0.000000  0.022222   \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        0.142857  0.000000   \n",
       "23   0.000000  0.000000              0.000000        0.000000  0.000000   \n",
       "24   0.000000  0.000000              0.000000        0.043478  0.000000   \n",
       "25   0.021053  0.000000              0.010526        0.010526  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   0.026316  0.000000              0.000000        0.000000  0.000000   \n",
       "29   0.012821  0.000000              0.000000        0.012821  0.000000   \n",
       "30   0.000000  0.000000              0.000000        0.000000  0.000000   \n",
       "31   0.010638  0.000000              0.000000        0.021277  0.000000   \n",
       "32   0.024390  0.000000              0.000000        0.000000  0.048780   \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   0.046512  0.000000              0.000000        0.000000  0.023256   \n",
       "37   0.000000  0.000000              0.000000        0.010000  0.000000   \n",
       "38   0.057143  0.000000              0.000000        0.000000  0.000000   \n",
       "\n",
       "    Bubble Tea Shop  Building  Burger Joint  Burrito Place  Bus Line  \\\n",
       "0          0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "1          0.000000  0.000000      0.000000       0.043478  0.000000   \n",
       "2          0.000000  0.000000      0.000000       0.062500  0.000000   \n",
       "3          0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "4          0.030769  0.000000      0.030769       0.000000  0.000000   \n",
       "5          0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "6          0.025641  0.000000      0.025641       0.012821  0.000000   \n",
       "7          0.000000  0.010000      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  0.010000      0.010000       0.010000  0.000000   \n",
       "12         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "13         0.030000  0.000000      0.010000       0.010000  0.000000   \n",
       "14         0.010000  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       0.047619  0.000000   \n",
       "17         0.000000  0.000000      0.016667       0.000000  0.000000   \n",
       "18         0.000000  0.000000      0.000000       0.000000  0.333333   \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       0.031250  0.000000   \n",
       "24         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "25         0.000000  0.010526      0.010526       0.010526  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       0.026316  0.000000   \n",
       "29         0.000000  0.000000      0.000000       0.012821  0.000000   \n",
       "30         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "31         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "32         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "33         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "34         0.000000  0.000000      0.045455       0.000000  0.000000   \n",
       "35         0.000000  0.000000      0.000000       0.000000  0.000000   \n",
       "36         0.023256  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",
       "     Butcher      Café  Cajun / Creole Restaurant  Camera Store  Candy Store  \\\n",
       "0   0.000000  0.035714                   0.000000      0.000000       0.0000   \n",
       "1   0.000000  0.130435                   0.000000      0.000000       0.0000   \n",
       "2   0.062500  0.000000                   0.000000      0.000000       0.0000   \n",
       "3   0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "4   0.000000  0.076923                   0.000000      0.000000       0.0000   \n",
       "5   0.000000  0.187500                   0.000000      0.000000       0.0625   \n",
       "6   0.000000  0.025641                   0.000000      0.000000       0.0000   \n",
       "7   0.000000  0.060000                   0.000000      0.000000       0.0000   \n",
       "8   0.000000  0.064516                   0.000000      0.000000       0.0000   \n",
       "9   0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "10  0.000000  0.066667                   0.000000      0.000000       0.0000   \n",
       "11  0.000000  0.080000                   0.000000      0.000000       0.0000   \n",
       "12  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "13  0.000000  0.030000                   0.000000      0.000000       0.0000   \n",
       "14  0.000000  0.040000                   0.000000      0.000000       0.0000   \n",
       "15  0.000000  0.086957                   0.043478      0.000000       0.0000   \n",
       "16  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "17  0.000000  0.083333                   0.000000      0.000000       0.0000   \n",
       "18  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "19  0.000000  0.044444                   0.000000      0.000000       0.0000   \n",
       "20  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "21  0.000000  0.052632                   0.000000      0.000000       0.0000   \n",
       "22  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "23  0.000000  0.031250                   0.000000      0.000000       0.0000   \n",
       "24  0.000000  0.043478                   0.000000      0.000000       0.0000   \n",
       "25  0.000000  0.052632                   0.000000      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  0.078947                   0.000000      0.000000       0.0000   \n",
       "29  0.000000  0.064103                   0.000000      0.012821       0.0000   \n",
       "30  0.021277  0.063830                   0.000000      0.000000       0.0000   \n",
       "31  0.000000  0.042553                   0.000000      0.000000       0.0000   \n",
       "32  0.000000  0.097561                   0.000000      0.000000       0.0000   \n",
       "33  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "34  0.000000  0.136364                   0.000000      0.000000       0.0000   \n",
       "35  0.000000  0.000000                   0.000000      0.000000       0.0000   \n",
       "36  0.000000  0.023256                   0.000000      0.000000       0.0000   \n",
       "37  0.000000  0.060000                   0.000000      0.000000       0.0000   \n",
       "38  0.000000  0.142857                   0.000000      0.000000       0.0000   \n",
       "\n",
       "    Caribbean Restaurant  Cheese Shop  Chinese Restaurant  Chocolate Shop  \\\n",
       "0               0.000000     0.035714            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            0.015385        0.000000   \n",
       "5               0.000000     0.000000            0.000000        0.000000   \n",
       "6               0.012821     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            0.010000        0.000000   \n",
       "14              0.000000     0.000000            0.010000        0.000000   \n",
       "15              0.000000     0.000000            0.000000        0.000000   \n",
       "16              0.000000     0.000000            0.000000        0.000000   \n",
       "17              0.016667     0.016667            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            0.052632        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        0.021739   \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              0.021277     0.000000            0.042553        0.000000   \n",
       "31              0.000000     0.021277            0.000000        0.000000   \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              0.023256     0.000000            0.000000        0.000000   \n",
       "37              0.000000     0.000000            0.010000        0.000000   \n",
       "38              0.000000     0.000000            0.028571        0.000000   \n",
       "\n",
       "      Church  Climbing Gym  Clothing Store  Cocktail Bar  Coffee Shop  \\\n",
       "0   0.000000      0.000000        0.017857      0.053571     0.071429   \n",
       "1   0.000000      0.043478        0.000000      0.000000     0.086957   \n",
       "2   0.000000      0.000000        0.000000      0.000000     0.000000   \n",
       "3   0.000000      0.000000        0.000000      0.000000     0.055556   \n",
       "4   0.000000      0.000000        0.000000      0.000000     0.169231   \n",
       "5   0.000000      0.000000        0.000000      0.000000     0.062500   \n",
       "6   0.000000      0.000000        0.012821      0.000000     0.076923   \n",
       "7   0.000000      0.000000        0.000000      0.020000     0.120000   \n",
       "8   0.000000      0.000000        0.000000      0.000000     0.064516   \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     0.100000   \n",
       "12  0.000000      0.000000        0.000000      0.000000     0.000000   \n",
       "13  0.000000      0.000000        0.090000      0.000000     0.080000   \n",
       "14  0.000000      0.000000        0.000000      0.000000     0.130000   \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      0.016667     0.066667   \n",
       "18  0.000000      0.000000        0.000000      0.000000     0.000000   \n",
       "19  0.000000      0.000000        0.000000      0.022222     0.044444   \n",
       "20  0.000000      0.000000        0.000000      0.000000     0.000000   \n",
       "21  0.000000      0.000000        0.157895      0.000000     0.105263   \n",
       "22  0.000000      0.000000        0.000000      0.000000     0.071429   \n",
       "23  0.000000      0.000000        0.000000      0.000000     0.218750   \n",
       "24  0.000000      0.000000        0.000000      0.000000     0.152174   \n",
       "25  0.000000      0.000000        0.031579      0.000000     0.094737   \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     0.105263   \n",
       "29  0.012821      0.000000        0.025641      0.051282     0.064103   \n",
       "30  0.000000      0.000000        0.000000      0.000000     0.063830   \n",
       "31  0.010638      0.000000        0.010638      0.031915     0.095745   \n",
       "32  0.000000      0.000000        0.024390      0.000000     0.073171   \n",
       "33  0.000000      0.000000        0.000000      0.000000     0.117647   \n",
       "34  0.000000      0.000000        0.000000      0.000000     0.090909   \n",
       "35  0.000000      0.000000        0.000000      0.000000     0.000000   \n",
       "36  0.000000      0.000000        0.000000      0.000000     0.069767   \n",
       "37  0.000000      0.000000        0.010000      0.000000     0.100000   \n",
       "38  0.000000      0.000000        0.000000      0.000000     0.028571   \n",
       "\n",
       "    College Arts Building  College Auditorium  College Gym  \\\n",
       "0                0.000000             0.00000     0.000000   \n",
       "1                0.000000             0.00000     0.000000   \n",
       "2                0.000000             0.00000     0.000000   \n",
       "3                0.000000             0.00000     0.000000   \n",
       "4                0.000000             0.00000     0.000000   \n",
       "5                0.000000             0.00000     0.000000   \n",
       "6                0.000000             0.00000     0.000000   \n",
       "7                0.000000             0.00000     0.000000   \n",
       "8                0.000000             0.00000     0.000000   \n",
       "9                0.000000             0.00000     0.000000   \n",
       "10               0.000000             0.00000     0.000000   \n",
       "11               0.000000             0.00000     0.000000   \n",
       "12               0.000000             0.00000     0.000000   \n",
       "13               0.000000             0.00000     0.000000   \n",
       "14               0.000000             0.00000     0.000000   \n",
       "15               0.000000             0.00000     0.000000   \n",
       "16               0.000000             0.00000     0.000000   \n",
       "17               0.000000             0.00000     0.000000   \n",
       "18               0.000000             0.00000     0.000000   \n",
       "19               0.000000             0.00000     0.000000   \n",
       "20               0.000000             0.00000     0.000000   \n",
       "21               0.000000             0.00000     0.000000   \n",
       "22               0.000000             0.00000     0.000000   \n",
       "23               0.000000             0.03125     0.000000   \n",
       "24               0.000000             0.00000     0.000000   \n",
       "25               0.000000             0.00000     0.000000   \n",
       "26               0.000000             0.00000     0.000000   \n",
       "27               0.000000             0.00000     0.000000   \n",
       "28               0.000000             0.00000     0.000000   \n",
       "29               0.000000             0.00000     0.000000   \n",
       "30               0.000000             0.00000     0.000000   \n",
       "31               0.000000             0.00000     0.000000   \n",
       "32               0.000000             0.00000     0.000000   \n",
       "33               0.000000             0.00000     0.000000   \n",
       "34               0.000000             0.00000     0.000000   \n",
       "35               0.000000             0.00000     0.000000   \n",
       "36               0.000000             0.00000     0.000000   \n",
       "37               0.000000             0.00000     0.000000   \n",
       "38               0.028571             0.00000     0.028571   \n",
       "\n",
       "    College Rec Center  Colombian Restaurant  Comfort Food Restaurant  \\\n",
       "0                 0.00              0.000000                 0.017857   \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              0.000000                 0.000000   \n",
       "5                 0.00              0.000000                 0.000000   \n",
       "6                 0.00              0.000000                 0.000000   \n",
       "7                 0.00              0.000000                 0.000000   \n",
       "8                 0.00              0.000000                 0.000000   \n",
       "9                 0.00              0.000000                 0.000000   \n",
       "10                0.00              0.000000                 0.000000   \n",
       "11                0.00              0.010000                 0.000000   \n",
       "12                0.00              0.000000                 0.000000   \n",
       "13                0.01              0.000000                 0.000000   \n",
       "14                0.00              0.000000                 0.000000   \n",
       "15                0.00              0.000000                 0.000000   \n",
       "16                0.00              0.000000                 0.000000   \n",
       "17                0.00              0.000000                 0.016667   \n",
       "18                0.00              0.000000                 0.000000   \n",
       "19                0.00              0.000000                 0.000000   \n",
       "20                0.00              0.000000                 0.000000   \n",
       "21                0.00              0.000000                 0.000000   \n",
       "22                0.00              0.000000                 0.000000   \n",
       "23                0.00              0.000000                 0.000000   \n",
       "24                0.00              0.000000                 0.000000   \n",
       "25                0.00              0.010526                 0.000000   \n",
       "26                0.00              0.000000                 0.000000   \n",
       "27                0.00              0.000000                 0.000000   \n",
       "28                0.00              0.000000                 0.000000   \n",
       "29                0.00              0.000000                 0.012821   \n",
       "30                0.00              0.000000                 0.000000   \n",
       "31                0.00              0.000000                 0.010638   \n",
       "32                0.00              0.000000                 0.024390   \n",
       "33                0.00              0.000000                 0.000000   \n",
       "34                0.00              0.000000                 0.000000   \n",
       "35                0.00              0.000000                 0.000000   \n",
       "36                0.00              0.000000                 0.000000   \n",
       "37                0.00              0.000000                 0.000000   \n",
       "38                0.00              0.000000                 0.028571   \n",
       "\n",
       "    Comic Shop  Concert Hall  Convenience Store  Convention Center  \\\n",
       "0     0.000000      0.017857           0.000000               0.00   \n",
       "1     0.000000      0.000000           0.043478               0.00   \n",
       "2     0.062500      0.000000           0.000000               0.00   \n",
       "3     0.000000      0.000000           0.000000               0.00   \n",
       "4     0.015385      0.000000           0.000000               0.00   \n",
       "5     0.000000      0.000000           0.000000               0.00   \n",
       "6     0.000000      0.000000           0.000000               0.00   \n",
       "7     0.000000      0.010000           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      0.020000           0.000000               0.00   \n",
       "12    0.000000      0.000000           0.000000               0.00   \n",
       "13    0.010000      0.000000           0.000000               0.00   \n",
       "14    0.000000      0.000000           0.010000               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      0.000000           0.000000               0.00   \n",
       "18    0.000000      0.000000           0.000000               0.00   \n",
       "19    0.000000      0.000000           0.000000               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    0.000000      0.021053           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           0.021277               0.00   \n",
       "31    0.000000      0.010638           0.000000               0.00   \n",
       "32    0.000000      0.000000           0.024390               0.00   \n",
       "33    0.000000      0.000000           0.000000               0.00   \n",
       "34    0.000000      0.000000           0.045455               0.00   \n",
       "35    0.000000      0.000000           0.000000               0.00   \n",
       "36    0.000000      0.000000           0.000000               0.00   \n",
       "37    0.000000      0.020000           0.000000               0.00   \n",
       "38    0.000000      0.000000           0.000000               0.00   \n",
       "\n",
       "    Cosmetics Shop  Coworking Space  Creperie  Cuban Restaurant  Cupcake Shop  \\\n",
       "0         0.000000          0.00000  0.017857          0.000000      0.000000   \n",
       "1         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "2         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "3         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "4         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "5         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "6         0.000000          0.00000  0.012821          0.000000      0.000000   \n",
       "7         0.000000          0.00000  0.010000          0.000000      0.000000   \n",
       "8         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "9         0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "10        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "11        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "12        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "13        0.030000          0.00000  0.000000          0.000000      0.000000   \n",
       "14        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "15        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "16        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "17        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "18        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "19        0.000000          0.00000  0.000000          0.022222      0.022222   \n",
       "20        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "21        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "22        0.000000          0.00000  0.000000          0.071429      0.000000   \n",
       "23        0.000000          0.00000  0.031250          0.000000      0.000000   \n",
       "24        0.021739          0.00000  0.000000          0.000000      0.000000   \n",
       "25        0.021053          0.00000  0.000000          0.000000      0.010526   \n",
       "26        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "27        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "28        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "29        0.025641          0.00000  0.025641          0.000000      0.000000   \n",
       "30        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "31        0.010638          0.00000  0.021277          0.000000      0.000000   \n",
       "32        0.000000          0.02439  0.000000          0.000000      0.000000   \n",
       "33        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "34        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "35        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "36        0.023256          0.00000  0.000000          0.000000      0.000000   \n",
       "37        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "38        0.000000          0.00000  0.000000          0.000000      0.000000   \n",
       "\n",
       "    Dance Studio  Deli / Bodega  Department Store  Dessert Shop  \\\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          0.030769      0.015385   \n",
       "5       0.000000       0.000000          0.000000      0.000000   \n",
       "6       0.012821       0.000000          0.000000      0.000000   \n",
       "7       0.000000       0.020000          0.010000      0.000000   \n",
       "8       0.000000       0.000000          0.000000      0.096774   \n",
       "9       0.000000       0.000000          0.111111      0.000000   \n",
       "10      0.000000       0.000000          0.000000      0.000000   \n",
       "11      0.000000       0.020000          0.010000      0.000000   \n",
       "12      0.000000       0.000000          0.000000      0.000000   \n",
       "13      0.000000       0.000000          0.010000      0.010000   \n",
       "14      0.010000       0.010000          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      0.033333   \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      0.071429   \n",
       "23      0.000000       0.000000          0.000000      0.000000   \n",
       "24      0.000000       0.000000          0.000000      0.021739   \n",
       "25      0.000000       0.031579          0.010526      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      0.026316   \n",
       "29      0.000000       0.000000          0.025641      0.000000   \n",
       "30      0.000000       0.021277          0.000000      0.000000   \n",
       "31      0.000000       0.010638          0.010638      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      0.023256   \n",
       "37      0.000000       0.030000          0.000000      0.000000   \n",
       "38      0.000000       0.000000          0.000000      0.028571   \n",
       "\n",
       "    Dim Sum Restaurant     Diner  Discount Store  Distribution Center  \\\n",
       "0             0.000000  0.017857        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  0.015385        0.015385             0.000000   \n",
       "5             0.000000  0.062500        0.000000             0.000000   \n",
       "6             0.000000  0.012821        0.000000             0.012821   \n",
       "7             0.000000  0.000000        0.000000             0.000000   \n",
       "8             0.000000  0.032258        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  0.020000        0.000000             0.010000   \n",
       "14            0.000000  0.000000        0.010000             0.000000   \n",
       "15            0.000000  0.043478        0.000000             0.000000   \n",
       "16            0.000000  0.000000        0.000000             0.000000   \n",
       "17            0.016667  0.000000        0.000000             0.000000   \n",
       "18            0.000000  0.000000        0.000000             0.000000   \n",
       "19            0.000000  0.022222        0.000000             0.000000   \n",
       "20            0.000000  0.000000        0.000000             0.000000   \n",
       "21            0.000000  0.052632        0.000000             0.000000   \n",
       "22            0.000000  0.000000        0.000000             0.000000   \n",
       "23            0.000000  0.031250        0.031250             0.031250   \n",
       "24            0.000000  0.000000        0.000000             0.021739   \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  0.026316        0.000000             0.000000   \n",
       "29            0.000000  0.012821        0.000000             0.000000   \n",
       "30            0.000000  0.021277        0.000000             0.000000   \n",
       "31            0.000000  0.010638        0.000000             0.000000   \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  0.000000        0.000000             0.000000   \n",
       "38            0.000000  0.000000        0.000000             0.000000   \n",
       "\n",
       "     Dog Run  Doner Restaurant  Donut Shop  Dumpling 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    0.015385             0.000000   \n",
       "5   0.000000          0.000000    0.000000             0.000000   \n",
       "6   0.012821          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          0.016667    0.016667             0.016667   \n",
       "18  0.000000          0.000000    0.000000             0.000000   \n",
       "19  0.022222          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  0.071429          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          0.000000    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    0.045455             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",
       "    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              0.012821   \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           0.021739              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        0.062500              0.062500   \n",
       "3      0.000000            0.000000        0.000000              0.000000   \n",
       "4      0.000000            0.015385        0.000000              0.000000   \n",
       "5      0.000000            0.000000        0.000000              0.000000   \n",
       "6      0.000000            0.000000        0.000000              0.012821   \n",
       "7      0.000000            0.000000        0.000000              0.010000   \n",
       "8      0.000000            0.000000        0.032258              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              0.095238   \n",
       "17     0.000000            0.000000        0.016667              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              0.052632   \n",
       "22     0.000000            0.000000        0.000000              0.000000   \n",
       "23     0.000000            0.000000        0.000000              0.000000   \n",
       "24     0.021739            0.000000        0.021739              0.000000   \n",
       "25     0.010526            0.000000        0.000000              0.010526   \n",
       "26     0.000000            0.000000        0.000000              0.000000   \n",
       "27     0.000000            0.000000        0.000000              0.000000   \n",
       "28     0.000000            0.026316        0.000000              0.000000   \n",
       "29     0.000000            0.000000        0.012821              0.000000   \n",
       "30     0.000000            0.000000        0.021277              0.000000   \n",
       "31     0.000000            0.000000        0.010638              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              0.010000   \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           0.047619     0.000000     0.000000   \n",
       "17             0.016667           0.000000     0.016667     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           0.026316     0.000000     0.000000   \n",
       "29             0.000000           0.000000     0.012821     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  Fountain  \\\n",
       "0      0.000000  0.00000           0.000000    0.000000    0.000000  0.017857   \n",
       "1      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "2      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "3      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "4      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "5      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "6      0.012821  0.00000           0.012821    0.000000    0.000000  0.000000   \n",
       "7      0.000000  0.00000           0.000000    0.010000    0.010000  0.010000   \n",
       "8      0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "9      0.000000  0.00000           0.111111    0.000000    0.000000  0.000000   \n",
       "10     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "11     0.000000  0.00000           0.000000    0.010000    0.000000  0.000000   \n",
       "12     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "13     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "14     0.000000  0.00000           0.000000    0.010000    0.000000  0.000000   \n",
       "15     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "16     0.000000  0.00000           0.047619    0.000000    0.000000  0.000000   \n",
       "17     0.000000  0.00000           0.000000    0.016667    0.000000  0.000000   \n",
       "18     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "19     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "20     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "21     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "22     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "23     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "24     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "25     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "26     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "27     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "28     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "29     0.000000  0.00000           0.000000    0.000000    0.012821  0.012821   \n",
       "30     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "31     0.000000  0.00000           0.000000    0.000000    0.010638  0.010638   \n",
       "32     0.000000  0.02439           0.000000    0.000000    0.000000  0.000000   \n",
       "33     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "34     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "35     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "36     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "37     0.000000  0.00000           0.000000    0.010000    0.000000  0.000000   \n",
       "38     0.000000  0.00000           0.000000    0.000000    0.000000  0.000000   \n",
       "\n",
       "    French Restaurant  Fried Chicken Joint  Frozen Yogurt Shop  \\\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            0.015385             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            0.000000   \n",
       "14           0.000000             0.030000            0.000000   \n",
       "15           0.000000             0.043478            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           0.022222             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             0.031250            0.000000   \n",
       "24           0.021739             0.000000            0.000000   \n",
       "25           0.000000             0.000000            0.000000   \n",
       "26           0.000000             0.000000            0.000000   \n",
       "27           0.000000             0.000000            0.000000   \n",
       "28           0.026316             0.000000            0.000000   \n",
       "29           0.012821             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             0.058824            0.000000   \n",
       "34           0.000000             0.000000            0.000000   \n",
       "35           0.000000             0.000000            0.000000   \n",
       "36           0.000000             0.000000            0.023256   \n",
       "37           0.010000             0.000000            0.000000   \n",
       "38           0.028571             0.000000            0.000000   \n",
       "\n",
       "    Fruit & Vegetable Store  Furniture / Home Store  Gaming Cafe    Garden  \\\n",
       "0                  0.000000                0.000000     0.000000  0.000000   \n",
       "1                  0.000000                0.043478     0.000000  0.000000   \n",
       "2                  0.000000                0.000000     0.000000  0.062500   \n",
       "3                  0.000000                0.000000     0.000000  0.000000   \n",
       "4                  0.000000                0.015385     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                0.010000     0.000000  0.000000   \n",
       "14                 0.000000                0.000000     0.000000  0.000000   \n",
       "15                 0.000000                0.043478     0.000000  0.000000   \n",
       "16                 0.000000                0.000000     0.000000  0.000000   \n",
       "17                 0.000000                0.000000     0.033333  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                0.010526     0.000000  0.000000   \n",
       "26                 0.000000                0.000000     0.000000  0.000000   \n",
       "27                 0.000000                0.000000     0.000000  0.333333   \n",
       "28                 0.000000                0.000000     0.000000  0.000000   \n",
       "29                 0.000000                0.012821     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                 0.023256                0.046512     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",
       "    Garden Center  Gas Station  Gastropub   Gay Bar  General Entertainment  \\\n",
       "0          0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "1          0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "2          0.0625     0.000000   0.000000  0.000000               0.000000   \n",
       "3          0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "4          0.0000     0.000000   0.015385  0.000000               0.000000   \n",
       "5          0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "6          0.0000     0.012821   0.012821  0.038462               0.000000   \n",
       "7          0.0000     0.000000   0.020000  0.000000               0.000000   \n",
       "8          0.0000     0.032258   0.000000  0.000000               0.000000   \n",
       "9          0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "10         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "11         0.0000     0.000000   0.020000  0.000000               0.000000   \n",
       "12         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "13         0.0000     0.000000   0.010000  0.000000               0.000000   \n",
       "14         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "15         0.0000     0.000000   0.043478  0.000000               0.000000   \n",
       "16         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "17         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "18         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "19         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "20         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "21         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "22         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "23         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "24         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "25         0.0000     0.000000   0.010526  0.000000               0.000000   \n",
       "26         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "27         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "28         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "29         0.0000     0.000000   0.038462  0.000000               0.000000   \n",
       "30         0.0000     0.000000   0.021277  0.000000               0.021277   \n",
       "31         0.0000     0.000000   0.010638  0.000000               0.000000   \n",
       "32         0.0000     0.000000   0.048780  0.024390               0.000000   \n",
       "33         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "34         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "35         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "36         0.0000     0.000000   0.000000  0.000000               0.000000   \n",
       "37         0.0000     0.000000   0.010000  0.000000               0.010000   \n",
       "38         0.0000     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   0.000000                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   0.022222                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   0.142857                0.000000   \n",
       "23        0.000000           0.000000   0.000000                0.000000   \n",
       "24        0.000000           0.000000   0.000000                0.000000   \n",
       "25        0.010526           0.000000   0.010526                0.010526   \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           0.012821   0.000000                0.000000   \n",
       "30        0.000000           0.000000   0.021277                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       0.043478  0.043478   \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       0.250000  0.000000   \n",
       "6       0.000000          0.000000       0.012821  0.000000   \n",
       "7       0.000000          0.000000       0.000000  0.040000   \n",
       "8       0.032258          0.032258       0.000000  0.064516   \n",
       "9       0.000000          0.000000       0.000000  0.111111   \n",
       "10      0.000000          0.000000       0.066667  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  0.000000   \n",
       "15      0.000000          0.000000       0.043478  0.000000   \n",
       "16      0.000000          0.000000       0.000000  0.047619   \n",
       "17      0.016667          0.000000       0.033333  0.000000   \n",
       "18      0.000000          0.000000       0.000000  0.000000   \n",
       "19      0.000000          0.022222       0.000000  0.000000   \n",
       "20      0.000000          0.000000       0.000000  0.500000   \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  0.031250   \n",
       "24      0.000000          0.000000       0.000000  0.000000   \n",
       "25      0.000000          0.000000       0.000000  0.031579   \n",
       "26      0.000000          0.000000       0.000000  0.000000   \n",
       "27      0.000000          0.000000       0.000000  0.000000   \n",
       "28      0.026316          0.000000       0.026316  0.026316   \n",
       "29      0.000000          0.000000       0.012821  0.025641   \n",
       "30      0.021277          0.000000       0.021277  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       0.045455  0.000000   \n",
       "35      0.000000          0.000000       0.000000  0.000000   \n",
       "36      0.000000          0.186047       0.023256  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               0.000000         0.000000                 0.000000   \n",
       "2               0.062500         0.000000                 0.000000   \n",
       "3               0.000000         0.055556                 0.000000   \n",
       "4               0.015385         0.000000                 0.000000   \n",
       "5               0.000000         0.000000                 0.000000   \n",
       "6               0.000000         0.000000                 0.012821   \n",
       "7               0.010000         0.000000                 0.000000   \n",
       "8               0.000000         0.000000                 0.000000   \n",
       "9               0.111111         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              0.052632         0.000000                 0.000000   \n",
       "22              0.000000         0.000000                 0.000000   \n",
       "23              0.000000         0.000000                 0.000000   \n",
       "24              0.021739         0.000000                 0.000000   \n",
       "25              0.010526         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  \\\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    0.012821   \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        0.020000    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    0.031250   \n",
       "24           0.021739       0.021739        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           0.026316       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        0.045455    0.000000   \n",
       "35           0.250000       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",
       "    Home Service  Hookah Bar  Hospital    Hostel     Hotel  Hotel Bar  \\\n",
       "0       0.000000        0.00  0.000000  0.000000  0.017857       0.00   \n",
       "1       0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "2       0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "3       0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "4       0.000000        0.00  0.000000  0.000000  0.015385       0.00   \n",
       "5       0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "6       0.000000        0.00  0.000000  0.000000  0.025641       0.00   \n",
       "7       0.000000        0.00  0.000000  0.000000  0.050000       0.00   \n",
       "8       0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "9       0.000000        0.00  0.000000  0.000000  0.111111       0.00   \n",
       "10      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "11      0.000000        0.00  0.000000  0.000000  0.050000       0.00   \n",
       "12      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "13      0.000000        0.01  0.000000  0.000000  0.010000       0.00   \n",
       "14      0.000000        0.00  0.000000  0.000000  0.040000       0.01   \n",
       "15      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "16      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "17      0.000000        0.00  0.016667  0.000000  0.000000       0.00   \n",
       "18      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "19      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "20      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "21      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "22      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "23      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "24      0.000000        0.00  0.000000  0.000000  0.021739       0.00   \n",
       "25      0.000000        0.00  0.000000  0.000000  0.031579       0.00   \n",
       "26      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "27      0.333333        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "28      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "29      0.000000        0.00  0.000000  0.000000  0.025641       0.00   \n",
       "30      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "31      0.000000        0.00  0.000000  0.010638  0.021277       0.00   \n",
       "32      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "33      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "34      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "35      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "36      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "37      0.000000        0.00  0.000000  0.000000  0.070000       0.00   \n",
       "38      0.000000        0.00  0.000000  0.000000  0.000000       0.00   \n",
       "\n",
       "    IT Services  Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\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        0.015385           0.015385             0.000000   \n",
       "5      0.000000        0.000000           0.000000             0.000000   \n",
       "6      0.000000        0.012821           0.012821             0.000000   \n",
       "7      0.000000        0.010000           0.000000             0.000000   \n",
       "8      0.000000        0.000000           0.032258             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        0.010000           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           0.010000             0.010000   \n",
       "15     0.000000        0.000000           0.000000             0.000000   \n",
       "16     0.000000        0.047619           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        0.022222           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        0.021739           0.000000             0.000000   \n",
       "25     0.000000        0.010526           0.000000             0.000000   \n",
       "26     0.000000        0.000000           0.000000             0.000000   \n",
       "27     0.000000        0.333333           0.000000             0.000000   \n",
       "28     0.026316        0.000000           0.000000             0.026316   \n",
       "29     0.000000        0.012821           0.000000             0.000000   \n",
       "30     0.000000        0.000000           0.021277             0.000000   \n",
       "31     0.000000        0.000000           0.000000             0.000000   \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           0.045455             0.000000   \n",
       "35     0.000000        0.000000           0.000000             0.000000   \n",
       "36     0.000000        0.046512           0.023256             0.000000   \n",
       "37     0.010000        0.010000           0.000000             0.000000   \n",
       "38     0.000000        0.000000           0.000000             0.000000   \n",
       "\n",
       "    Intersection  Irish Pub  Italian Restaurant  Japanese Restaurant  \\\n",
       "0       0.000000   0.017857            0.000000             0.017857   \n",
       "1       0.043478   0.000000            0.043478             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            0.061538             0.046154   \n",
       "5       0.000000   0.000000            0.062500             0.000000   \n",
       "6       0.000000   0.000000            0.000000             0.051282   \n",
       "7       0.000000   0.010000            0.040000             0.030000   \n",
       "8       0.000000   0.000000            0.064516             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            0.010000             0.030000   \n",
       "12      0.000000   0.000000            0.000000             0.000000   \n",
       "13      0.000000   0.000000            0.030000             0.030000   \n",
       "14      0.000000   0.000000            0.020000             0.010000   \n",
       "15      0.000000   0.000000            0.043478             0.000000   \n",
       "16      0.047619   0.000000            0.047619             0.000000   \n",
       "17      0.000000   0.000000            0.000000             0.016667   \n",
       "18      0.000000   0.000000            0.000000             0.000000   \n",
       "19      0.000000   0.000000            0.022222             0.022222   \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            0.071429             0.000000   \n",
       "23      0.000000   0.000000            0.031250             0.000000   \n",
       "24      0.000000   0.000000            0.000000             0.000000   \n",
       "25      0.000000   0.000000            0.000000             0.010526   \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            0.052632             0.000000   \n",
       "29      0.000000   0.012821            0.025641             0.012821   \n",
       "30      0.000000   0.000000            0.042553             0.021277   \n",
       "31      0.000000   0.010638            0.031915             0.031915   \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            0.069767             0.023256   \n",
       "37      0.000000   0.010000            0.030000             0.030000   \n",
       "38      0.000000   0.000000            0.057143             0.057143   \n",
       "\n",
       "    Jazz Club  Jewelry Store  Juice Bar  Korean Restaurant  Lake  \\\n",
       "0    0.017857       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           0.015385  0.00   \n",
       "5    0.000000       0.000000   0.000000           0.000000  0.00   \n",
       "6    0.000000       0.000000   0.012821           0.000000  0.00   \n",
       "7    0.010000       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       0.250000   0.000000           0.000000  0.00   \n",
       "13   0.000000       0.000000   0.000000           0.000000  0.01   \n",
       "14   0.000000       0.000000   0.000000           0.000000  0.01   \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   0.016667       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           0.022222  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           0.000000  0.00   \n",
       "24   0.000000       0.000000   0.000000           0.000000  0.00   \n",
       "25   0.010526       0.000000   0.010526           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   0.012821       0.000000   0.000000           0.000000  0.00   \n",
       "30   0.000000       0.021277   0.000000           0.000000  0.00   \n",
       "31   0.010638       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   0.000000           0.000000  0.00   \n",
       "35   0.000000       0.000000   0.000000           0.000000  0.00   \n",
       "36   0.000000       0.000000   0.023256           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",
       "    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            0.062500        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                   0.010526            0.000000        0.000000   \n",
       "26                   0.000000            0.000000        0.000000   \n",
       "27                   0.000000            0.000000        0.000000   \n",
       "28                   0.026316            0.000000        0.000000   \n",
       "29                   0.000000            0.000000        0.025641   \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            0.117647        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  Malay Restaurant    Market  \\\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  0.000000   \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  0.010000            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      0.047619  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            0.022222          0.022222  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  0.010526            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      0.021277  0.000000            0.000000          0.000000  0.021277   \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      0.058824  0.000000            0.000000          0.000000  0.000000   \n",
       "34      0.045455  0.000000            0.000000          0.000000  0.000000   \n",
       "35      0.000000  0.000000            0.000000          0.000000  0.000000   \n",
       "36      0.023256  0.023256            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",
       "    Martial Arts Dojo  Mediterranean Restaurant  Men's Store  \\\n",
       "0            0.000000                  0.000000     0.000000   \n",
       "1            0.000000                  0.000000     0.000000   \n",
       "2            0.000000                  0.000000     0.000000   \n",
       "3            0.000000                  0.000000     0.000000   \n",
       "4            0.000000                  0.000000     0.000000   \n",
       "5            0.000000                  0.000000     0.000000   \n",
       "6            0.012821                  0.025641     0.025641   \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                  0.000000     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     0.044444   \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                  0.010526     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",
       "    Mexican Restaurant  Middle Eastern Restaurant  Miscellaneous Shop  \\\n",
       "0             0.000000                   0.000000            0.000000   \n",
       "1             0.000000                   0.000000            0.000000   \n",
       "2             0.000000                   0.000000            0.000000   \n",
       "3             0.000000                   0.000000            0.000000   \n",
       "4             0.000000                   0.015385            0.000000   \n",
       "5             0.000000                   0.000000            0.000000   \n",
       "6             0.012821                   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                   0.066667            0.000000   \n",
       "11            0.000000                   0.000000            0.000000   \n",
       "12            0.250000                   0.000000            0.000000   \n",
       "13            0.010000                   0.030000            0.010000   \n",
       "14            0.000000                   0.000000            0.000000   \n",
       "15            0.086957                   0.000000            0.000000   \n",
       "16            0.000000                   0.000000            0.000000   \n",
       "17            0.050000                   0.000000            0.000000   \n",
       "18            0.000000                   0.000000            0.000000   \n",
       "19            0.000000                   0.000000            0.022222   \n",
       "20            0.000000                   0.000000            0.000000   \n",
       "21            0.052632                   0.000000            0.052632   \n",
       "22            0.000000                   0.000000            0.000000   \n",
       "23            0.031250                   0.000000            0.000000   \n",
       "24            0.000000                   0.000000            0.000000   \n",
       "25            0.000000                   0.000000            0.000000   \n",
       "26            0.000000                   0.000000            0.000000   \n",
       "27            0.000000                   0.000000            0.000000   \n",
       "28            0.000000                   0.000000            0.000000   \n",
       "29            0.000000                   0.012821            0.000000   \n",
       "30            0.000000                   0.000000            0.000000   \n",
       "31            0.000000                   0.000000            0.000000   \n",
       "32            0.000000                   0.024390            0.000000   \n",
       "33            0.000000                   0.000000            0.000000   \n",
       "34            0.000000                   0.045455            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",
       "    Modern European Restaurant  Molecular Gastronomy Restaurant  \\\n",
       "0                     0.000000                         0.000000   \n",
       "1                     0.000000                         0.000000   \n",
       "2                     0.000000                         0.000000   \n",
       "3                     0.000000                         0.000000   \n",
       "4                     0.015385                         0.000000   \n",
       "5                     0.000000                         0.000000   \n",
       "6                     0.000000                         0.000000   \n",
       "7                     0.000000                         0.000000   \n",
       "8                     0.000000                         0.000000   \n",
       "9                     0.000000                         0.000000   \n",
       "10                    0.000000                         0.000000   \n",
       "11                    0.000000                         0.000000   \n",
       "12                    0.000000                         0.000000   \n",
       "13                    0.010000                         0.000000   \n",
       "14                    0.000000                         0.000000   \n",
       "15                    0.000000                         0.000000   \n",
       "16                    0.000000                         0.000000   \n",
       "17                    0.000000                         0.000000   \n",
       "18                    0.000000                         0.000000   \n",
       "19                    0.000000                         0.000000   \n",
       "20                    0.000000                         0.000000   \n",
       "21                    0.000000                         0.000000   \n",
       "22                    0.000000                         0.000000   \n",
       "23                    0.000000                         0.000000   \n",
       "24                    0.000000                         0.000000   \n",
       "25                    0.010526                         0.000000   \n",
       "26                    0.000000                         0.000000   \n",
       "27                    0.000000                         0.000000   \n",
       "28                    0.000000                         0.000000   \n",
       "29                    0.000000                         0.000000   \n",
       "30                    0.000000                         0.000000   \n",
       "31                    0.000000                         0.010638   \n",
       "32                    0.000000                         0.000000   \n",
       "33                    0.000000                         0.000000   \n",
       "34                    0.000000                         0.000000   \n",
       "35                    0.000000                         0.000000   \n",
       "36                    0.000000                         0.000000   \n",
       "37                    0.000000                         0.000000   \n",
       "38                    0.000000                         0.000000   \n",
       "\n",
       "    Monument / Landmark  Moroccan Restaurant  Movie Theater    Museum  \\\n",
       "0                  0.00             0.000000       0.000000  0.017857   \n",
       "1                  0.00             0.000000       0.000000  0.000000   \n",
       "2                  0.00             0.000000       0.000000  0.000000   \n",
       "3                  0.00             0.000000       0.000000  0.000000   \n",
       "4                  0.00             0.000000       0.000000  0.000000   \n",
       "5                  0.00             0.000000       0.000000  0.000000   \n",
       "6                  0.00             0.000000       0.000000  0.000000   \n",
       "7                  0.00             0.000000       0.000000  0.010000   \n",
       "8                  0.00             0.000000       0.000000  0.000000   \n",
       "9                  0.00             0.000000       0.000000  0.000000   \n",
       "10                 0.00             0.000000       0.000000  0.000000   \n",
       "11                 0.01             0.000000       0.000000  0.010000   \n",
       "12                 0.00             0.000000       0.000000  0.000000   \n",
       "13                 0.00             0.000000       0.010000  0.000000   \n",
       "14                 0.01             0.000000       0.000000  0.000000   \n",
       "15                 0.00             0.000000       0.000000  0.000000   \n",
       "16                 0.00             0.000000       0.047619  0.000000   \n",
       "17                 0.00             0.000000       0.000000  0.000000   \n",
       "18                 0.00             0.000000       0.000000  0.000000   \n",
       "19                 0.00             0.000000       0.000000  0.000000   \n",
       "20                 0.00             0.000000       0.000000  0.000000   \n",
       "21                 0.00             0.000000       0.000000  0.000000   \n",
       "22                 0.00             0.000000       0.071429  0.000000   \n",
       "23                 0.00             0.000000       0.000000  0.000000   \n",
       "24                 0.00             0.000000       0.000000  0.000000   \n",
       "25                 0.00             0.000000       0.000000  0.000000   \n",
       "26                 0.00             0.000000       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             0.025641       0.000000  0.000000   \n",
       "30                 0.00             0.000000       0.000000  0.000000   \n",
       "31                 0.00             0.000000       0.010638  0.010638   \n",
       "32                 0.00             0.000000       0.000000  0.000000   \n",
       "33                 0.00             0.000000       0.000000  0.000000   \n",
       "34                 0.00             0.000000       0.000000  0.000000   \n",
       "35                 0.00             0.000000       0.000000  0.000000   \n",
       "36                 0.00             0.000000       0.000000  0.000000   \n",
       "37                 0.00             0.000000       0.000000  0.010000   \n",
       "38                 0.00             0.000000       0.000000  0.000000   \n",
       "\n",
       "    Music Venue  New American Restaurant  Nightclub  Noodle House    Office  \\\n",
       "0      0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "1      0.000000                 0.000000   0.043478      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  0.015385   \n",
       "5      0.000000                 0.000000   0.062500      0.000000  0.000000   \n",
       "6      0.000000                 0.000000   0.000000      0.000000  0.000000   \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     0.066667                 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                 0.010000   0.000000      0.000000  0.010000   \n",
       "14     0.020000                 0.010000   0.000000      0.000000  0.010000   \n",
       "15     0.043478                 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                 0.022222   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     0.031250                 0.000000   0.000000      0.000000  0.000000   \n",
       "24     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "25     0.000000                 0.010526   0.010526      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                 0.012821   0.000000      0.000000  0.000000   \n",
       "30     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "31     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "32     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "33     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "34     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "35     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "36     0.000000                 0.000000   0.000000      0.000000  0.000000   \n",
       "37     0.000000                 0.010000   0.000000      0.000000  0.000000   \n",
       "38     0.000000                 0.000000   0.028571      0.028571  0.000000   \n",
       "\n",
       "    Opera House  Optical Shop  Organic Grocery  Other Great Outdoors  \\\n",
       "0      0.000000      0.000000         0.000000                  0.00   \n",
       "1      0.000000      0.000000         0.000000                  0.00   \n",
       "2      0.000000      0.000000         0.000000                  0.00   \n",
       "3      0.000000      0.000000         0.000000                  0.00   \n",
       "4      0.000000      0.000000         0.000000                  0.00   \n",
       "5      0.000000      0.000000         0.000000                  0.00   \n",
       "6      0.000000      0.000000         0.000000                  0.00   \n",
       "7      0.000000      0.000000         0.000000                  0.00   \n",
       "8      0.000000      0.000000         0.000000                  0.00   \n",
       "9      0.000000      0.000000         0.000000                  0.00   \n",
       "10     0.000000      0.000000         0.000000                  0.00   \n",
       "11     0.010000      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                  0.00   \n",
       "15     0.000000      0.000000         0.000000                  0.00   \n",
       "16     0.000000      0.000000         0.000000                  0.00   \n",
       "17     0.000000      0.000000         0.016667                  0.00   \n",
       "18     0.000000      0.000000         0.000000                  0.00   \n",
       "19     0.000000      0.000000         0.000000                  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     0.010526      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     0.000000      0.010638         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     0.000000      0.000000         0.000000                  0.00   \n",
       "37     0.000000      0.000000         0.000000                  0.00   \n",
       "38     0.000000      0.000000         0.000000                  0.00   \n",
       "\n",
       "        Park  Performing Arts Venue  Pet Store  Pharmacy  Pizza Place  \\\n",
       "0   0.017857               0.000000   0.000000  0.000000     0.000000   \n",
       "1   0.000000               0.043478   0.043478  0.000000     0.000000   \n",
       "2   0.062500               0.000000   0.000000  0.000000     0.062500   \n",
       "3   0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "4   0.015385               0.000000   0.000000  0.000000     0.000000   \n",
       "5   0.125000               0.000000   0.000000  0.000000     0.000000   \n",
       "6   0.012821               0.000000   0.000000  0.000000     0.012821   \n",
       "7   0.010000               0.000000   0.000000  0.000000     0.010000   \n",
       "8   0.032258               0.000000   0.000000  0.032258     0.064516   \n",
       "9   0.111111               0.000000   0.000000  0.000000     0.111111   \n",
       "10  0.066667               0.000000   0.066667  0.133333     0.000000   \n",
       "11  0.000000               0.000000   0.000000  0.000000     0.020000   \n",
       "12  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "13  0.010000               0.000000   0.000000  0.000000     0.020000   \n",
       "14  0.020000               0.010000   0.000000  0.000000     0.020000   \n",
       "15  0.043478               0.000000   0.000000  0.000000     0.000000   \n",
       "16  0.047619               0.000000   0.047619  0.000000     0.047619   \n",
       "17  0.033333               0.000000   0.000000  0.016667     0.033333   \n",
       "18  0.333333               0.000000   0.000000  0.000000     0.000000   \n",
       "19  0.022222               0.000000   0.000000  0.000000     0.022222   \n",
       "20  0.500000               0.000000   0.000000  0.000000     0.000000   \n",
       "21  0.052632               0.000000   0.000000  0.000000     0.000000   \n",
       "22  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "23  0.031250               0.000000   0.000000  0.000000     0.000000   \n",
       "24  0.065217               0.021739   0.000000  0.000000     0.000000   \n",
       "25  0.000000               0.000000   0.000000  0.000000     0.021053   \n",
       "26  0.500000               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     0.052632   \n",
       "29  0.012821               0.000000   0.000000  0.012821     0.000000   \n",
       "30  0.042553               0.000000   0.021277  0.021277     0.063830   \n",
       "31  0.021277               0.000000   0.000000  0.000000     0.000000   \n",
       "32  0.024390               0.000000   0.024390  0.000000     0.000000   \n",
       "33  0.000000               0.000000   0.000000  0.000000     0.058824   \n",
       "34  0.045455               0.000000   0.000000  0.045455     0.045455   \n",
       "35  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "36  0.000000               0.000000   0.000000  0.000000     0.023256   \n",
       "37  0.000000               0.000000   0.000000  0.010000     0.010000   \n",
       "38  0.000000               0.000000   0.000000  0.000000     0.000000   \n",
       "\n",
       "       Plane  Playground     Plaza  Poke Place  Poutine Place       Pub  \\\n",
       "0   0.000000    0.000000  0.000000    0.000000       0.000000  0.017857   \n",
       "1   0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "2   0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "3   0.055556    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "4   0.000000    0.000000  0.000000    0.015385       0.000000  0.000000   \n",
       "5   0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "6   0.000000    0.000000  0.000000    0.000000       0.000000  0.025641   \n",
       "7   0.000000    0.000000  0.000000    0.010000       0.000000  0.010000   \n",
       "8   0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "9   0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "10  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "11  0.000000    0.000000  0.010000    0.000000       0.000000  0.010000   \n",
       "12  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "13  0.000000    0.000000  0.010000    0.000000       0.010000  0.000000   \n",
       "14  0.000000    0.000000  0.020000    0.000000       0.000000  0.000000   \n",
       "15  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "16  0.000000    0.000000  0.000000    0.000000       0.000000  0.047619   \n",
       "17  0.000000    0.000000  0.000000    0.000000       0.016667  0.000000   \n",
       "18  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "19  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "20  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "21  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "22  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "23  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "24  0.000000    0.000000  0.000000    0.000000       0.000000  0.065217   \n",
       "25  0.000000    0.000000  0.010526    0.010526       0.000000  0.010526   \n",
       "26  0.000000    0.250000  0.000000    0.000000       0.000000  0.000000   \n",
       "27  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "28  0.000000    0.000000  0.000000    0.000000       0.000000  0.052632   \n",
       "29  0.000000    0.000000  0.000000    0.012821       0.000000  0.000000   \n",
       "30  0.000000    0.021277  0.000000    0.000000       0.000000  0.042553   \n",
       "31  0.000000    0.000000  0.000000    0.010638       0.000000  0.021277   \n",
       "32  0.000000    0.000000  0.000000    0.000000       0.000000  0.000000   \n",
       "33  0.000000    0.000000  0.000000    0.000000       0.000000  0.117647   \n",
       "34  0.000000    0.000000  0.000000    0.000000       0.000000  0.045455   \n",
       "35  0.000000    0.000000  0.000000    0.000000       0.000000  0.250000   \n",
       "36  0.000000    0.000000  0.000000    0.000000       0.000000  0.023256   \n",
       "37  0.000000    0.000000  0.010000    0.000000       0.000000  0.010000   \n",
       "38  0.000000    0.000000  0.000000    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    0.043478       0.00   \n",
       "2           0.000000     0.000000             0.000000    0.062500       0.00   \n",
       "3           0.000000     0.000000             0.055556    0.000000       0.00   \n",
       "4           0.015385     0.000000             0.000000    0.015385       0.00   \n",
       "5           0.000000     0.000000             0.000000    0.062500       0.00   \n",
       "6           0.012821     0.000000             0.000000    0.038462       0.00   \n",
       "7           0.000000     0.000000             0.000000    0.070000       0.00   \n",
       "8           0.000000     0.000000             0.000000    0.032258       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    0.050000       0.00   \n",
       "12          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "13          0.020000     0.000000             0.000000    0.010000       0.00   \n",
       "14          0.000000     0.000000             0.000000    0.030000       0.01   \n",
       "15          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "16          0.000000     0.000000             0.000000    0.047619       0.00   \n",
       "17          0.000000     0.016667             0.000000    0.000000       0.00   \n",
       "18          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "19          0.000000     0.022222             0.000000    0.044444       0.00   \n",
       "20          0.000000     0.000000             0.000000    0.000000       0.00   \n",
       "21          0.000000     0.000000             0.052632    0.052632       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    0.043478       0.00   \n",
       "25          0.000000     0.000000             0.000000    0.052632       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    0.025641       0.00   \n",
       "30          0.000000     0.000000             0.000000    0.063830       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    0.058824       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    0.046512       0.00   \n",
       "37          0.000000     0.000000             0.000000    0.040000       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            0.00   \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     0.030769            0.000000        0.046154            0.00   \n",
       "5   0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "6   0.012821     0.000000            0.012821        0.000000            0.00   \n",
       "7   0.000000     0.010000            0.010000        0.010000            0.00   \n",
       "8   0.000000     0.000000            0.000000        0.096774            0.00   \n",
       "9   0.000000     0.000000            0.000000        0.111111            0.00   \n",
       "10  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "11  0.000000     0.030000            0.010000        0.010000            0.00   \n",
       "12  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "13  0.000000     0.000000            0.000000        0.010000            0.00   \n",
       "14  0.000000     0.010000            0.000000        0.010000            0.03   \n",
       "15  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "16  0.000000     0.000000            0.000000        0.095238            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            0.052632        0.000000            0.00   \n",
       "22  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "23  0.000000     0.000000            0.000000        0.031250            0.00   \n",
       "24  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "25  0.000000     0.021053            0.010526        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        0.026316            0.00   \n",
       "29  0.000000     0.000000            0.012821        0.000000            0.00   \n",
       "30  0.000000     0.000000            0.000000        0.021277            0.00   \n",
       "31  0.000000     0.000000            0.000000        0.010638            0.00   \n",
       "32  0.000000     0.000000            0.000000        0.024390            0.00   \n",
       "33  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "34  0.000000     0.000000            0.000000        0.136364            0.00   \n",
       "35  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "36  0.000000     0.000000            0.000000        0.000000            0.00   \n",
       "37  0.000000     0.030000            0.010000        0.010000            0.00   \n",
       "38  0.000000     0.000000            0.000000        0.028571            0.00   \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           0.055556            0.000000    0.000000       0.000000   \n",
       "4           0.000000            0.015385    0.000000       0.000000   \n",
       "5           0.000000            0.000000    0.000000       0.000000   \n",
       "6           0.012821            0.000000    0.000000       0.000000   \n",
       "7           0.000000            0.030000    0.000000       0.010000   \n",
       "8           0.000000            0.032258    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    0.021739       0.000000   \n",
       "25          0.000000            0.010526    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            0.012821    0.000000       0.000000   \n",
       "30          0.000000            0.000000    0.000000       0.000000   \n",
       "31          0.000000            0.031915    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       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "1       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "2       0.0625          0.00    0.000000       0.000000     0.000000   \n",
       "3       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "4       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "5       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "6       0.0000          0.00    0.012821       0.000000     0.000000   \n",
       "7       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "8       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "9       0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "10      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "11      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "12      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "13      0.0000          0.00    0.010000       0.000000     0.000000   \n",
       "14      0.0000          0.01    0.000000       0.000000     0.000000   \n",
       "15      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "16      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "17      0.0000          0.00    0.000000       0.016667     0.000000   \n",
       "18      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "19      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "20      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "21      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "22      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "23      0.0000          0.00    0.000000       0.031250     0.000000   \n",
       "24      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "25      0.0000          0.00    0.010526       0.000000     0.000000   \n",
       "26      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "27      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "28      0.0000          0.00    0.000000       0.026316     0.000000   \n",
       "29      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "30      0.0000          0.00    0.000000       0.000000     0.021277   \n",
       "31      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "32      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "33      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "34      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "35      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "36      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "37      0.0000          0.00    0.000000       0.000000     0.000000   \n",
       "38      0.0000          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    0.000000   \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  0.015385   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             0.010000    0.000000   \n",
       "14    0.000000  0.000000   0.000000             0.030000    0.010000   \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  0.052632   0.000000             0.052632    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  0.021739   0.000000             0.000000    0.000000   \n",
       "25    0.010526  0.000000   0.010526             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  0.026316   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    0.010638  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    0.058824   \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  0.023256   0.000000             0.000000    0.000000   \n",
       "37    0.000000  0.010000   0.010000             0.020000    0.000000   \n",
       "38    0.000000  0.000000   0.000000             0.000000    0.000000   \n",
       "\n",
       "     Stadium  Stationery Store  Steakhouse  Strip Club  Supermarket  \\\n",
       "0   0.000000           0.00000    0.017857    0.000000     0.000000   \n",
       "1   0.043478           0.00000    0.000000    0.000000     0.000000   \n",
       "2   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "3   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "4   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "5   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "6   0.000000           0.00000    0.012821    0.012821     0.000000   \n",
       "7   0.000000           0.00000    0.010000    0.000000     0.000000   \n",
       "8   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "9   0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "10  0.000000           0.00000    0.000000    0.000000     0.066667   \n",
       "11  0.000000           0.00000    0.030000    0.000000     0.000000   \n",
       "12  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "13  0.000000           0.00000    0.010000    0.000000     0.000000   \n",
       "14  0.000000           0.00000    0.010000    0.000000     0.010000   \n",
       "15  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "16  0.000000           0.00000    0.047619    0.000000     0.000000   \n",
       "17  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "18  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "19  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "20  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "21  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "22  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "23  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "24  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "25  0.000000           0.00000    0.021053    0.000000     0.000000   \n",
       "26  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "27  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "28  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "29  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "30  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "31  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "32  0.000000           0.02439    0.000000    0.000000     0.000000   \n",
       "33  0.000000           0.00000    0.000000    0.000000     0.058824   \n",
       "34  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "35  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "36  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "37  0.000000           0.00000    0.020000    0.000000     0.000000   \n",
       "38  0.000000           0.00000    0.000000    0.000000     0.000000   \n",
       "\n",
       "    Sushi Restaurant  Swim School  Tailor Shop  Taiwanese Restaurant  \\\n",
       "0           0.017857     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           0.015385     0.000000     0.000000              0.000000   \n",
       "5           0.000000     0.000000     0.000000              0.000000   \n",
       "6           0.064103     0.000000     0.000000              0.000000   \n",
       "7           0.000000     0.000000     0.010000              0.000000   \n",
       "8           0.064516     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          0.020000     0.000000     0.000000              0.000000   \n",
       "12          0.250000     0.000000     0.000000              0.000000   \n",
       "13          0.000000     0.000000     0.000000              0.000000   \n",
       "14          0.010000     0.000000     0.000000              0.000000   \n",
       "15          0.000000     0.000000     0.000000              0.000000   \n",
       "16          0.047619     0.000000     0.000000              0.000000   \n",
       "17          0.000000     0.000000     0.000000              0.000000   \n",
       "18          0.000000     0.333333     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          0.062500     0.000000     0.000000              0.000000   \n",
       "24          0.000000     0.000000     0.000000              0.000000   \n",
       "25          0.021053     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          0.078947     0.000000     0.000000              0.000000   \n",
       "29          0.000000     0.000000     0.012821              0.000000   \n",
       "30          0.000000     0.000000     0.000000              0.021277   \n",
       "31          0.010638     0.000000     0.010638              0.000000   \n",
       "32          0.000000     0.000000     0.000000              0.000000   \n",
       "33          0.058824     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     0.010000              0.000000   \n",
       "38          0.028571     0.000000     0.000000              0.000000   \n",
       "\n",
       "    Tanning Salon  Tapas Restaurant  Tea Room  Thai Restaurant   Theater  \\\n",
       "0            0.00          0.000000  0.000000         0.017857  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  0.000000         0.015385  0.000000   \n",
       "5            0.00          0.000000  0.000000         0.000000  0.000000   \n",
       "6            0.00          0.000000  0.000000         0.000000  0.012821   \n",
       "7            0.00          0.000000  0.020000         0.020000  0.000000   \n",
       "8            0.00          0.000000  0.000000         0.032258  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          0.000000  0.020000         0.020000  0.010000   \n",
       "12           0.00          0.000000  0.000000         0.000000  0.000000   \n",
       "13           0.01          0.000000  0.020000         0.010000  0.020000   \n",
       "14           0.00          0.000000  0.010000         0.000000  0.010000   \n",
       "15           0.00          0.000000  0.000000         0.086957  0.000000   \n",
       "16           0.00          0.000000  0.000000         0.000000  0.000000   \n",
       "17           0.00          0.000000  0.000000         0.000000  0.000000   \n",
       "18           0.00          0.000000  0.000000         0.000000  0.000000   \n",
       "19           0.00          0.022222  0.000000         0.000000  0.022222   \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         0.000000  0.031250   \n",
       "24           0.00          0.000000  0.000000         0.000000  0.043478   \n",
       "25           0.00          0.000000  0.000000         0.031579  0.010526   \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  0.026316         0.000000  0.000000   \n",
       "29           0.00          0.000000  0.000000         0.012821  0.012821   \n",
       "30           0.00          0.000000  0.000000         0.021277  0.000000   \n",
       "31           0.00          0.000000  0.010638         0.010638  0.000000   \n",
       "32           0.00          0.000000  0.000000         0.024390  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          0.000000  0.020000         0.000000  0.010000   \n",
       "38           0.00          0.000000  0.000000         0.000000  0.028571   \n",
       "\n",
       "    Theme Restaurant  Toy / Game Store     Trail  Train Station  \\\n",
       "0           0.000000          0.000000  0.000000           0.00   \n",
       "1           0.000000          0.000000  0.000000           0.00   \n",
       "2           0.000000          0.000000  0.000000           0.00   \n",
       "3           0.000000          0.000000  0.000000           0.00   \n",
       "4           0.000000          0.000000  0.000000           0.00   \n",
       "5           0.000000          0.000000  0.000000           0.00   \n",
       "6           0.012821          0.000000  0.000000           0.00   \n",
       "7           0.000000          0.000000  0.000000           0.00   \n",
       "8           0.000000          0.032258  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           0.01   \n",
       "12          0.000000          0.000000  0.250000           0.00   \n",
       "13          0.000000          0.000000  0.000000           0.00   \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          0.000000  0.000000           0.00   \n",
       "18          0.000000          0.000000  0.000000           0.00   \n",
       "19          0.000000          0.000000  0.000000           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          0.000000          0.000000  0.000000           0.00   \n",
       "26          0.000000          0.000000  0.250000           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          0.000000          0.000000  0.000000           0.00   \n",
       "32          0.000000          0.000000  0.000000           0.00   \n",
       "33          0.000000          0.000000  0.000000           0.00   \n",
       "34          0.000000          0.000000  0.000000           0.00   \n",
       "35          0.000000          0.000000  0.250000           0.00   \n",
       "36          0.000000          0.000000  0.023256           0.00   \n",
       "37          0.000000          0.000000  0.000000           0.01   \n",
       "38          0.000000          0.000000  0.000000           0.00   \n",
       "\n",
       "    Vegetarian / Vegan Restaurant  Video Game Store  Vietnamese 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                        0.015385          0.000000               0.000000   \n",
       "5                        0.000000          0.000000               0.000000   \n",
       "6                        0.000000          0.000000               0.000000   \n",
       "7                        0.020000          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          0.010000               0.010000   \n",
       "14                       0.010000          0.000000               0.000000   \n",
       "15                       0.000000          0.000000               0.000000   \n",
       "16                       0.000000          0.000000               0.000000   \n",
       "17                       0.050000          0.000000               0.050000   \n",
       "18                       0.000000          0.000000               0.000000   \n",
       "19                       0.044444          0.000000               0.022222   \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                       0.010526          0.000000               0.000000   \n",
       "26                       0.000000          0.000000               0.000000   \n",
       "27                       0.000000          0.000000               0.000000   \n",
       "28                       0.026316          0.000000               0.000000   \n",
       "29                       0.012821          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               0.058824   \n",
       "34                       0.045455          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          0.028571               0.000000   \n",
       "\n",
       "    Wine Bar  Wine Shop  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     0.000000  \n",
       "2   0.000000   0.000000     0.000000       0.000000     0.062500  \n",
       "3   0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "4   0.015385   0.000000     0.000000       0.000000     0.015385  \n",
       "5   0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "6   0.000000   0.012821     0.012821       0.000000     0.025641  \n",
       "7   0.010000   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   0.066667     0.000000       0.000000     0.000000  \n",
       "11  0.010000   0.000000     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  0.010000   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  0.016667   0.000000     0.000000       0.000000     0.000000  \n",
       "18  0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "19  0.022222   0.000000     0.000000       0.000000     0.022222  \n",
       "20  0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "21  0.000000   0.000000     0.000000       0.000000     0.052632  \n",
       "22  0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "23  0.000000   0.000000     0.031250       0.000000     0.031250  \n",
       "24  0.000000   0.021739     0.000000       0.000000     0.021739  \n",
       "25  0.000000   0.000000     0.000000       0.010526     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     0.026316  \n",
       "29  0.012821   0.000000     0.000000       0.000000     0.000000  \n",
       "30  0.000000   0.000000     0.000000       0.000000     0.000000  \n",
       "31  0.000000   0.000000     0.000000       0.000000     0.010638  \n",
       "32  0.024390   0.000000     0.000000       0.000000     0.024390  \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     0.023256  \n",
       "37  0.010000   0.000000     0.000000       0.000000     0.000000  \n",
       "38  0.000000   0.000000     0.000000       0.000000     0.028571  "
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped = toronto_onehot.groupby('Neighborhood').mean().reset_index()\n",
    "toronto_grouped"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39, 235)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_grouped.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, let's write a function to sort the venues in descending order."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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": "markdown",
   "metadata": {},
   "source": [
    "Now let's create the new dataframe and display the top 10 venues for each neighborhood."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "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>Beer Bar</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Creperie</td>\n",
       "      <td>Shopping Mall</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Brockton, Parkdale Village, Exhibition Place</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Performing Arts Venue</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Climbing Gym</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Business reply mail Processing Centre, South C...</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Garden Center</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Comic Shop</td>\n",
       "      <td>Pizza Place</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 Lounge</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Sculpture Garden</td>\n",
       "      <td>Rental Car Location</td>\n",
       "      <td>Boat or Ferry</td>\n",
       "      <td>Plane</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "      <td>Coffee Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Yoga Studio</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, South C...           Yoga Studio   \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              Beer Bar    Seafood Restaurant   \n",
       "1                Bakery           Coffee Shop        Breakfast Spot   \n",
       "2         Auto Workshop  Gym / Fitness Center         Garden Center   \n",
       "3        Airport Lounge      Airport Terminal      Sculpture Garden   \n",
       "4                  Café    Italian Restaurant        Sandwich Place   \n",
       "\n",
       "  5th Most Common Venue 6th Most Common Venue  7th Most Common Venue  \\\n",
       "0            Restaurant                  Café            Cheese Shop   \n",
       "1         Grocery Store     Convenience Store  Performing Arts Venue   \n",
       "2                Garden  Fast Food Restaurant         Farmers Market   \n",
       "3   Rental Car Location         Boat or Ferry                  Plane   \n",
       "4   Japanese Restaurant          Burger Joint       Department Store   \n",
       "\n",
       "  8th Most Common Venue 9th Most Common Venue 10th Most Common Venue  \n",
       "0                Bakery              Creperie          Shopping Mall  \n",
       "1             Pet Store          Climbing Gym             Restaurant  \n",
       "2    Light Rail Station            Comic Shop            Pizza Place  \n",
       "3              Boutique       Harbor / Marina            Coffee Shop  \n",
       "4           Salad Place       Bubble Tea Shop            Yoga Studio  "
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "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": [
    "Now we gonna cluster neighborhoods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2])"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# set number of clusters\n",
    "kclusters = 3\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": "markdown",
   "metadata": {},
   "source": [
    "Let's create a new dataframe that includes the cluster as well as the top 10 venues for each neighborhood."
   ]
  },
  {
   "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>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>Park</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Café</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Chocolate Shop</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>Yoga Studio</td>\n",
       "      <td>Café</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>Discount Store</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>Café</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Tea Room</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>Clothing Store</td>\n",
       "      <td>Moroccan Restaurant</td>\n",
       "      <td>Cosmetics Shop</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>Pub</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dim Sum Restaurant</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",
       "    </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                  Park                   Pub                Bakery   \n",
       "1      Sushi Restaurant           Yoga Studio                  Café   \n",
       "2           Coffee Shop                  Café   Japanese Restaurant   \n",
       "3           Coffee Shop          Cocktail Bar             Gastropub   \n",
       "4                   Pub     Health Food Store           Yoga Studio   \n",
       "\n",
       "  5th Most Common Venue 6th Most Common Venue      7th Most Common Venue  \\\n",
       "0            Restaurant               Theater                       Café   \n",
       "1                   Bar              Beer Bar              Smoothie Shop   \n",
       "2    Italian Restaurant       Bubble Tea Shop  Middle Eastern Restaurant   \n",
       "3   American Restaurant    Italian Restaurant                 Restaurant   \n",
       "4    Dim Sum Restaurant                 Diner             Discount Store   \n",
       "\n",
       "  8th Most Common Venue 9th Most Common Venue 10th Most Common Venue  \n",
       "0        Breakfast Spot                 Hotel         Chocolate Shop  \n",
       "1        Sandwich Place         Burrito Place         Discount Store  \n",
       "2        Cosmetics Shop                 Diner               Tea Room  \n",
       "3        Clothing Store   Moroccan Restaurant         Cosmetics Shop  \n",
       "4   Distribution Center               Dog Run       Doner Restaurant  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# add clustering labels\n",
    "neighborhoods_venues_sorted.insert(0, 'Cluster Labels', kmeans.labels_)\n",
    "\n",
    "toronto_merged = toronto_pick\n",
    "\n",
    "# merge toronto_grouped with toronto_data to add latitude/longitude for each neighborhood\n",
    "toronto_merged = toronto_merged.join(neighborhoods_venues_sorted.set_index('Neighborhood'), on='Neighborhood')\n",
    "\n",
    "toronto_merged.head() # check the last columns!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's visualize clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
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        circle_marker_bf8938592920471dac158ad0ef5def3c.bindPopup(popup_0891077045e5423e84daa90fbea27982)
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        circle_marker_372b55bda95149fea81fb7b5e111c459.bindPopup(popup_9fdadbc6ae4e4b3bbf30a9c89f953c54)
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        circle_marker_dd5004a17b8141f28c84ab15411aa9bb.bindPopup(popup_ecc1a0c716424b9e9374137d8f828ef0)
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        circle_marker_395f087e9e4847f98fa81988d9f7d696.bindPopup(popup_1a6a5eec52c54d98a76e031dccd01032)
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                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        circle_marker_81195d048ac041bcb32a393351dc5de8.bindPopup(popup_5af640f5d4c64ce4b3037177bd605d81)
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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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                {"bubblingMouseEvents": true, "color": "#8000ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#8000ff", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_58860f50897b480891e01eeac6a52c4e = L.popup({"maxWidth": "100%"});

        
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        circle_marker_a90df9eb98e94f7eb27a942a66fc3d2e.bindPopup(popup_58860f50897b480891e01eeac6a52c4e)
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                [43.6969476, -79.41130720000001],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
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            popup_31f3c2db05b1428a937f8cd8afc8d540.setContent(html_db8c7d3df395419a95ae6048e89c1db4);
        

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        circle_marker_f23e212a472c4ff1bd316b2c030f0d3a.bindPopup(popup_050b9132a95941c6b476d5e9947bb270)
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                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        circle_marker_25beabb0500449f78b5004d395a6d94f.bindPopup(popup_8697a99e4e164ecf85c77cd334c71f1b)
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                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        circle_marker_ea3911d3248e42c69355b551ff55b8d8.bindPopup(popup_1042dff465f348df9c49f243b89fa7ef)
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        circle_marker_f2fcb55c17ca41b3a817cf3fa2fa9a44.bindPopup(popup_2b49da8e20fb4e2caa1a0ed4569f6532)
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            var html_96b1cf0a65f74321a420690fb8ae5d75 = $(`<div id="html_96b1cf0a65f74321a420690fb8ae5d75" style="width: 100.0%; height: 100.0%;">Davisville Cluster 2</div>`)[0];
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        circle_marker_07442652bbea449e9a5b77d771e1a79e.bindPopup(popup_4c07c66838824b4f909a509fdf77d023)
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            var circle_marker_7d595db33be347cea613aeed0a8727c7 = L.circleMarker(
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        circle_marker_7d595db33be347cea613aeed0a8727c7.bindPopup(popup_b9575369b7c54af1a8482aa4cb23c4b6)
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            var html_22da08f1d5734945a69a1349f7b70edf = $(`<div id="html_22da08f1d5734945a69a1349f7b70edf" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea Cluster 2</div>`)[0];
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        circle_marker_5be52484a80542c695b6d22d5cad22a6.bindPopup(popup_c14499cd60324954aa0b0b19deed85c1)
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            var circle_marker_822d47be712c40248ec0261164308aab = 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_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_64089e0989174c79a53df20deff5ff57 = L.popup({"maxWidth": "100%"});

        
            var html_7c8631ead05947f698ad871239131915 = $(`<div id="html_7c8631ead05947f698ad871239131915" style="width: 100.0%; height: 100.0%;">Moore Park, Summerhill East Cluster 0</div>`)[0];
            popup_64089e0989174c79a53df20deff5ff57.setContent(html_7c8631ead05947f698ad871239131915);
        

        circle_marker_822d47be712c40248ec0261164308aab.bindPopup(popup_64089e0989174c79a53df20deff5ff57)
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            var circle_marker_49935bf11657426eb34f349c8c59b5a4 = L.circleMarker(
                [43.6532057, -79.4000493],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_91dcfd1ef13748c1b2a508acadc363be = L.popup({"maxWidth": "100%"});

        
            var html_5819b6477dbe44bd91bdb9d14053f303 = $(`<div id="html_5819b6477dbe44bd91bdb9d14053f303" style="width: 100.0%; height: 100.0%;">Kensington Market, Chinatown, Grange Park Cluster 2</div>`)[0];
            popup_91dcfd1ef13748c1b2a508acadc363be.setContent(html_5819b6477dbe44bd91bdb9d14053f303);
        

        circle_marker_49935bf11657426eb34f349c8c59b5a4.bindPopup(popup_91dcfd1ef13748c1b2a508acadc363be)
        ;

        
    
    
            var circle_marker_3e2c48b272284fa4928218422c4e5113 = L.circleMarker(
                [43.68641229999999, -79.4000493],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_15ada3cf7e6a4098a0a8718a4fd1cacd = L.popup({"maxWidth": "100%"});

        
            var html_dca16346d8fc4c3384a6c42de49f1756 = $(`<div id="html_dca16346d8fc4c3384a6c42de49f1756" style="width: 100.0%; height: 100.0%;">Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park Cluster 2</div>`)[0];
            popup_15ada3cf7e6a4098a0a8718a4fd1cacd.setContent(html_dca16346d8fc4c3384a6c42de49f1756);
        

        circle_marker_3e2c48b272284fa4928218422c4e5113.bindPopup(popup_15ada3cf7e6a4098a0a8718a4fd1cacd)
        ;

        
    
    
            var circle_marker_f9be71c23bef4de984d406c916d9dde5 = L.circleMarker(
                [43.6289467, -79.3944199],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_effbc702701040b5bad4d07329be19a0 = L.popup({"maxWidth": "100%"});

        
            var html_642b5014dfb246318f1f09369bf3cb50 = $(`<div id="html_642b5014dfb246318f1f09369bf3cb50" style="width: 100.0%; height: 100.0%;">CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport Cluster 2</div>`)[0];
            popup_effbc702701040b5bad4d07329be19a0.setContent(html_642b5014dfb246318f1f09369bf3cb50);
        

        circle_marker_f9be71c23bef4de984d406c916d9dde5.bindPopup(popup_effbc702701040b5bad4d07329be19a0)
        ;

        
    
    
            var circle_marker_cf753f4778d543aab45287bd9510bcf3 = L.circleMarker(
                [43.6795626, -79.37752940000001],
                {"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_5ad5b48f0eec43b09da5122fa68a3379 = L.popup({"maxWidth": "100%"});

        
            var html_76259e39c39b4cf89cbffa933f950725 = $(`<div id="html_76259e39c39b4cf89cbffa933f950725" style="width: 100.0%; height: 100.0%;">Rosedale Cluster 0</div>`)[0];
            popup_5ad5b48f0eec43b09da5122fa68a3379.setContent(html_76259e39c39b4cf89cbffa933f950725);
        

        circle_marker_cf753f4778d543aab45287bd9510bcf3.bindPopup(popup_5ad5b48f0eec43b09da5122fa68a3379)
        ;

        
    
    
            var circle_marker_dffe0b0b28a5446fba9d7ed8bedcbb41 = L.circleMarker(
                [43.6464352, -79.37484599999999],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_f7e9cee23226486ab2411efe1b4cc0b4 = L.popup({"maxWidth": "100%"});

        
            var html_bf9a1e921d634479a64c6facad88347a = $(`<div id="html_bf9a1e921d634479a64c6facad88347a" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes Cluster 2</div>`)[0];
            popup_f7e9cee23226486ab2411efe1b4cc0b4.setContent(html_bf9a1e921d634479a64c6facad88347a);
        

        circle_marker_dffe0b0b28a5446fba9d7ed8bedcbb41.bindPopup(popup_f7e9cee23226486ab2411efe1b4cc0b4)
        ;

        
    
    
            var circle_marker_3ca6b2b9b63a430c8ba7b4279e200b24 = L.circleMarker(
                [43.667967, -79.3676753],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_25b984e604c043f2b36c21f491d08c75 = L.popup({"maxWidth": "100%"});

        
            var html_b53d47a858ee4992aa8c38a159f58c89 = $(`<div id="html_b53d47a858ee4992aa8c38a159f58c89" style="width: 100.0%; height: 100.0%;">St. James Town, Cabbagetown Cluster 2</div>`)[0];
            popup_25b984e604c043f2b36c21f491d08c75.setContent(html_b53d47a858ee4992aa8c38a159f58c89);
        

        circle_marker_3ca6b2b9b63a430c8ba7b4279e200b24.bindPopup(popup_25b984e604c043f2b36c21f491d08c75)
        ;

        
    
    
            var circle_marker_2ad1680f7cf54ae3b966d97f8754c529 = L.circleMarker(
                [43.6484292, -79.3822802],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_fc505865bba64e55b8b7aaba21391a54 = L.popup({"maxWidth": "100%"});

        
            var html_29978b0b230c48babd046b298fc212d6 = $(`<div id="html_29978b0b230c48babd046b298fc212d6" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city Cluster 2</div>`)[0];
            popup_fc505865bba64e55b8b7aaba21391a54.setContent(html_29978b0b230c48babd046b298fc212d6);
        

        circle_marker_2ad1680f7cf54ae3b966d97f8754c529.bindPopup(popup_fc505865bba64e55b8b7aaba21391a54)
        ;

        
    
    
            var circle_marker_f045a95cc61347dc8490e49a1916740b = L.circleMarker(
                [43.6658599, -79.38315990000001],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_6a497497c0214e61b1ff7c2ceeb07403 = L.popup({"maxWidth": "100%"});

        
            var html_b511c8151257464bb82ba9685c53387d = $(`<div id="html_b511c8151257464bb82ba9685c53387d" style="width: 100.0%; height: 100.0%;">Church and Wellesley Cluster 2</div>`)[0];
            popup_6a497497c0214e61b1ff7c2ceeb07403.setContent(html_b511c8151257464bb82ba9685c53387d);
        

        circle_marker_f045a95cc61347dc8490e49a1916740b.bindPopup(popup_6a497497c0214e61b1ff7c2ceeb07403)
        ;

        
    
    
            var circle_marker_3c811d3ee3eb476fb6f0a886e0663c55 = L.circleMarker(
                [43.6627439, -79.321558],
                {"bubblingMouseEvents": true, "color": "#80ffb4", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#80ffb4", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_7914e44f4df44887a646d94ad3aeb379);
        
    
        var popup_3b4997808f75434584adc8e96950a0bf = L.popup({"maxWidth": "100%"});

        
            var html_adbe810f1a924ecab84982ef6e330b25 = $(`<div id="html_adbe810f1a924ecab84982ef6e330b25" style="width: 100.0%; height: 100.0%;">Business reply mail Processing Centre, South Central Letter Processing Plant Toronto Cluster 2</div>`)[0];
            popup_3b4997808f75434584adc8e96950a0bf.setContent(html_adbe810f1a924ecab84982ef6e330b25);
        

        circle_marker_3c811d3ee3eb476fb6f0a886e0663c55.bindPopup(popup_3b4997808f75434584adc8e96950a0bf)
        ;

        
    
</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 0x1ff01a7bf40>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map\n",
    "map_clusters = folium.Map(location=[latitude, longitude], zoom_start=11)\n",
    "\n",
    "# set color scheme for the clusters\n",
    "x = np.arange(kclusters)\n",
    "ys = [i + x + (i*x)**2 for i in range(kclusters)]\n",
    "colors_array = cm.rainbow(np.linspace(0, 1, len(ys)))\n",
    "rainbow = [colors.rgb2hex(i) for i in colors_array]\n",
    "\n",
    "# add markers to the map\n",
    "markers_colors = []\n",
    "for lat, lon, poi, cluster in zip(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": [
    "#### We can examine clusters now:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cluster 1, \"Living Area\", while place has broad variety of different services it is not overpopulated with restaurants."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "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>18</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Bus Line</td>\n",
       "      <td>Swim School</td>\n",
       "      <td>Dim Sum Restaurant</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>0</td>\n",
       "      <td>Park</td>\n",
       "      <td>Playground</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "      <td>Doner Restaurant</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Borough  Cluster Labels 1st Most Common Venue  \\\n",
       "18   Central Toronto               0                  Park   \n",
       "29   Central Toronto               0                  Park   \n",
       "33  Downtown Toronto               0                  Park   \n",
       "\n",
       "   2nd Most Common Venue 3rd Most Common Venue 4th Most Common Venue  \\\n",
       "18              Bus Line           Swim School    Dim Sum Restaurant   \n",
       "29                   Gym          Dessert Shop           Event Space   \n",
       "33            Playground                 Trail      Department Store   \n",
       "\n",
       "   5th Most Common Venue 6th Most Common Venue        7th Most Common Venue  \\\n",
       "18           Event Space  Ethiopian Restaurant            Electronics Store   \n",
       "29  Ethiopian Restaurant     Electronics Store  Eastern European Restaurant   \n",
       "33  Ethiopian Restaurant     Electronics Store  Eastern European Restaurant   \n",
       "\n",
       "          8th Most Common Venue 9th Most Common Venue 10th Most Common Venue  \n",
       "18  Eastern European Restaurant   Dumpling Restaurant             Donut Shop  \n",
       "29          Dumpling Restaurant            Donut Shop       Doner Restaurant  \n",
       "33          Dumpling Restaurant            Donut Shop       Doner Restaurant  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_merged.loc[toronto_merged['Cluster Labels'] == 0, toronto_merged.columns[[1] + list(range(5, toronto_merged.shape[1]))]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cluster 2, even more \"Relaxed Living Area\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "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>19</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>1</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Home Service</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Event Space</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "      <td>Donut Shop</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Borough  Cluster Labels 1st Most Common Venue  \\\n",
       "19  Central Toronto               1        Ice Cream Shop   \n",
       "\n",
       "   2nd Most Common Venue 3rd Most Common Venue 4th Most Common Venue  \\\n",
       "19          Home Service                Garden           Yoga Studio   \n",
       "\n",
       "   5th Most Common Venue 6th Most Common Venue 7th Most Common Venue  \\\n",
       "19           Event Space  Ethiopian Restaurant     Electronics Store   \n",
       "\n",
       "          8th Most Common Venue 9th Most Common Venue 10th Most Common Venue  \n",
       "19  Eastern European Restaurant   Dumpling Restaurant             Donut Shop  "
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_merged.loc[toronto_merged['Cluster Labels'] == 1, toronto_merged.columns[[1] + list(range(5, toronto_merged.shape[1]))]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cluster 3 Massively populated with venues Downtown, especially cafe and resaurants aka foodie paradise"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>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>Park</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Theater</td>\n",
       "      <td>Café</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Chocolate Shop</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>Yoga Studio</td>\n",
       "      <td>Café</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>Discount Store</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>Café</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Tea Room</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>Clothing Store</td>\n",
       "      <td>Moroccan Restaurant</td>\n",
       "      <td>Cosmetics Shop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Health Food Store</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dim Sum Restaurant</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",
       "    </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>Beer Bar</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Creperie</td>\n",
       "      <td>Shopping Mall</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>Café</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Bubble Tea Shop</td>\n",
       "      <td>Yoga Studio</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>Italian Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Candy Store</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Nightclub</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>Hotel</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Steakhouse</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Café</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Bank</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>Restaurant</td>\n",
       "      <td>Brewery</td>\n",
       "      <td>Sporting Goods Shop</td>\n",
       "      <td>Fried Chicken Joint</td>\n",
       "      <td>Scenic Lookout</td>\n",
       "      <td>Park</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>Coffee Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Cuban Restaurant</td>\n",
       "      <td>Record Shop</td>\n",
       "      <td>Pizza Place</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>Coffee Shop</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Furniture / Home Store</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Ice Cream Shop</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Lounge</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>Hotel</td>\n",
       "      <td>Café</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Deli / Bodega</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Café</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Performing Arts Venue</td>\n",
       "      <td>Pet Store</td>\n",
       "      <td>Climbing Gym</td>\n",
       "      <td>Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "      <td>Burrito Place</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Intersection</td>\n",
       "      <td>Ice Cream Shop</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>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Seafood Restaurant</td>\n",
       "      <td>Thai 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>Brewery</td>\n",
       "      <td>Gastropub</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Convenience Store</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Cheese Shop</td>\n",
       "      <td>Clothing Store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Park</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Food &amp; Drink Shop</td>\n",
       "      <td>Department Store</td>\n",
       "      <td>Hotel</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Diner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Jewelry Store</td>\n",
       "      <td>Trail</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Dim Sum Restaurant</td>\n",
       "      <td>Ethiopian Restaurant</td>\n",
       "      <td>Electronics Store</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Dumpling Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Thai Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Grocery Store</td>\n",
       "      <td>Speakeasy</td>\n",
       "      <td>Bookstore</td>\n",
       "      <td>Cajun / Creole Restaurant</td>\n",
       "      <td>Music Venue</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Bakery</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Clothing Store</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Sporting Goods Shop</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Diner</td>\n",
       "      <td>Mexican Restaurant</td>\n",
       "      <td>Miscellaneous Shop</td>\n",
       "      <td>Chinese Restaurant</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>Grocery Store</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Burger Joint</td>\n",
       "      <td>Indian Restaurant</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Middle Eastern Restaurant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>West Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Gift Shop</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Movie Theater</td>\n",
       "      <td>Eastern European Restaurant</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Dog Run</td>\n",
       "      <td>Bar</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Bookstore</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>Italian Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Pharmacy</td>\n",
       "      <td>Seafood 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>Coffee Shop</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Sandwich Place</td>\n",
       "      <td>Latin American Restaurant</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>Mexican Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Vegetarian / Vegan Restaurant</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Dessert Shop</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Park</td>\n",
       "      <td>Bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Sports Bar</td>\n",
       "      <td>Supermarket</td>\n",
       "      <td>Sushi Restaurant</td>\n",
       "      <td>Vietnamese Restaurant</td>\n",
       "      <td>Liquor Store</td>\n",
       "      <td>Bagel Shop</td>\n",
       "      <td>American Restaurant</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 Lounge</td>\n",
       "      <td>Airport Terminal</td>\n",
       "      <td>Sculpture Garden</td>\n",
       "      <td>Rental Car Location</td>\n",
       "      <td>Boat or Ferry</td>\n",
       "      <td>Plane</td>\n",
       "      <td>Boutique</td>\n",
       "      <td>Harbor / Marina</td>\n",
       "      <td>Coffee Shop</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>Italian Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Cocktail Bar</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Beer Bar</td>\n",
       "      <td>Breakfast Spot</td>\n",
       "      <td>Hotel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Coffee Shop</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pizza Place</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Italian Restaurant</td>\n",
       "      <td>Bakery</td>\n",
       "      <td>Chinese Restaurant</td>\n",
       "      <td>Park</td>\n",
       "      <td>Grocery Store</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>Hotel</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gym</td>\n",
       "      <td>Salad Place</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Steakhouse</td>\n",
       "      <td>American Restaurant</td>\n",
       "      <td>Asian 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>Sushi Restaurant</td>\n",
       "      <td>Japanese Restaurant</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>Gay Bar</td>\n",
       "      <td>Café</td>\n",
       "      <td>Pub</td>\n",
       "      <td>Men's Store</td>\n",
       "      <td>Mediterranean Restaurant</td>\n",
       "      <td>Hotel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>2</td>\n",
       "      <td>Yoga Studio</td>\n",
       "      <td>Auto Workshop</td>\n",
       "      <td>Gym / Fitness Center</td>\n",
       "      <td>Garden Center</td>\n",
       "      <td>Garden</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>Farmers Market</td>\n",
       "      <td>Light Rail Station</td>\n",
       "      <td>Comic Shop</td>\n",
       "      <td>Pizza Place</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                Bakery   \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        Sandwich Place   \n",
       "16  Downtown Toronto               2           Coffee Shop   \n",
       "17      East Toronto               2                  Café   \n",
       "20   Central Toronto               2                  Park   \n",
       "21   Central Toronto               2         Jewelry Store   \n",
       "22      West Toronto               2    Mexican Restaurant   \n",
       "23   Central Toronto               2        Clothing Store   \n",
       "24   Central Toronto               2        Sandwich Place   \n",
       "25      West Toronto               2             Gift Shop   \n",
       "26   Central Toronto               2        Sandwich Place   \n",
       "27  Downtown Toronto               2                  Café   \n",
       "28      West Toronto               2           Coffee Shop   \n",
       "30  Downtown Toronto               2                  Café   \n",
       "31   Central Toronto               2                   Pub   \n",
       "32  Downtown Toronto               2       Airport Service   \n",
       "34  Downtown Toronto               2           Coffee Shop   \n",
       "35  Downtown Toronto               2           Coffee Shop   \n",
       "36  Downtown Toronto               2           Coffee Shop   \n",
       "37  Downtown Toronto               2           Coffee Shop   \n",
       "38      East Toronto               2           Yoga Studio   \n",
       "\n",
       "   2nd Most Common Venue 3rd Most Common Venue      4th Most Common Venue  \\\n",
       "0                   Park                   Pub                     Bakery   \n",
       "1       Sushi Restaurant           Yoga Studio                       Café   \n",
       "2            Coffee Shop                  Café        Japanese Restaurant   \n",
       "3            Coffee Shop          Cocktail Bar                  Gastropub   \n",
       "4                    Pub     Health Food Store                Yoga Studio   \n",
       "5           Cocktail Bar              Beer Bar         Seafood Restaurant   \n",
       "6                   Café    Italian Restaurant             Sandwich Place   \n",
       "7                   Café                  Park                 Baby Store   \n",
       "8                   Café            Restaurant            Thai Restaurant   \n",
       "9               Pharmacy         Grocery Store  Middle Eastern Restaurant   \n",
       "10              Aquarium                  Café                      Hotel   \n",
       "11      Asian Restaurant           Coffee Shop                 Restaurant   \n",
       "12           Coffee Shop    Italian Restaurant                 Restaurant   \n",
       "13                 Hotel                  Café                 Restaurant   \n",
       "14                Bakery           Coffee Shop             Breakfast Spot   \n",
       "15  Fast Food Restaurant                   Pub          Food & Drink Shop   \n",
       "16            Restaurant                  Café                      Hotel   \n",
       "17           Coffee Shop               Brewery                  Gastropub   \n",
       "20           Pizza Place        Sandwich Place          Food & Drink Shop   \n",
       "21                 Trail      Sushi Restaurant         Mexican Restaurant   \n",
       "22       Thai Restaurant                  Café              Grocery Store   \n",
       "23           Coffee Shop           Yoga Studio        Sporting Goods Shop   \n",
       "24                  Café           Coffee Shop              Grocery Store   \n",
       "25        Breakfast Spot            Restaurant              Movie Theater   \n",
       "26          Dessert Shop      Sushi Restaurant         Italian Restaurant   \n",
       "27                   Bar    Italian Restaurant        Japanese Restaurant   \n",
       "28      Sushi Restaurant                  Café                        Pub   \n",
       "30           Coffee Shop    Mexican Restaurant      Vietnamese Restaurant   \n",
       "31    Light Rail Station           Coffee Shop                 Sports Bar   \n",
       "32        Airport Lounge      Airport Terminal           Sculpture Garden   \n",
       "34                  Café    Seafood Restaurant         Italian Restaurant   \n",
       "35            Restaurant                  Café                Pizza Place   \n",
       "36                  Café                 Hotel                 Restaurant   \n",
       "37      Sushi Restaurant   Japanese Restaurant                 Restaurant   \n",
       "38         Auto Workshop  Gym / Fitness Center              Garden Center   \n",
       "\n",
       "            5th Most Common Venue          6th Most Common Venue  \\\n",
       "0                      Restaurant                        Theater   \n",
       "1                             Bar                       Beer Bar   \n",
       "2              Italian Restaurant                Bubble Tea Shop   \n",
       "3             American Restaurant             Italian Restaurant   \n",
       "4              Dim Sum Restaurant                          Diner   \n",
       "5                      Restaurant                           Café   \n",
       "6             Japanese Restaurant                   Burger Joint   \n",
       "7              Italian Restaurant                          Diner   \n",
       "8                           Hotel                            Gym   \n",
       "9                     Music Venue                      Pet Store   \n",
       "10                     Restaurant                        Brewery   \n",
       "11                           Café  Vegetarian / Vegan Restaurant   \n",
       "12         Furniture / Home Store                      Bookstore   \n",
       "13             Seafood Restaurant                    Salad Place   \n",
       "14                  Grocery Store              Convenience Store   \n",
       "15                  Burrito Place                   Liquor Store   \n",
       "16             Italian Restaurant            American Restaurant   \n",
       "17                         Bakery            American Restaurant   \n",
       "20               Department Store                          Hotel   \n",
       "21                    Yoga Studio             Dim Sum Restaurant   \n",
       "22                      Speakeasy                      Bookstore   \n",
       "23           Gym / Fitness Center           Fast Food Restaurant   \n",
       "24                    Pizza Place                   Liquor Store   \n",
       "25    Eastern European Restaurant             Italian Restaurant   \n",
       "26                            Gym                    Coffee Shop   \n",
       "27                      Bookstore                     Restaurant   \n",
       "28                    Pizza Place             Italian Restaurant   \n",
       "30  Vegetarian / Vegan Restaurant                    Pizza Place   \n",
       "31                    Supermarket               Sushi Restaurant   \n",
       "32            Rental Car Location                  Boat or Ferry   \n",
       "34            Japanese Restaurant                   Cocktail Bar   \n",
       "35                            Pub             Italian Restaurant   \n",
       "36                            Gym                    Salad Place   \n",
       "37                        Gay Bar                           Café   \n",
       "38                         Garden           Fast Food Restaurant   \n",
       "\n",
       "        7th Most Common Venue 8th Most Common Venue  \\\n",
       "0                        Café        Breakfast Spot   \n",
       "1               Smoothie Shop        Sandwich Place   \n",
       "2   Middle Eastern Restaurant        Cosmetics Shop   \n",
       "3                  Restaurant        Clothing Store   \n",
       "4              Discount Store   Distribution Center   \n",
       "5                 Cheese Shop                Bakery   \n",
       "6            Department Store           Salad Place   \n",
       "7                 Candy Store            Restaurant   \n",
       "8               Deli / Bodega        Clothing Store   \n",
       "9                        Café               Brewery   \n",
       "10        Sporting Goods Shop   Fried Chicken Joint   \n",
       "11                Men's Store      Cuban Restaurant   \n",
       "12             Ice Cream Shop                   Pub   \n",
       "13        Japanese Restaurant    Italian Restaurant   \n",
       "14      Performing Arts Venue             Pet Store   \n",
       "15         Italian Restaurant            Restaurant   \n",
       "16                        Gym   Japanese Restaurant   \n",
       "17          Convenience Store        Sandwich Place   \n",
       "20             Breakfast Spot                   Gym   \n",
       "21       Ethiopian Restaurant     Electronics Store   \n",
       "22  Cajun / Creole Restaurant           Music Venue   \n",
       "23                      Diner    Mexican Restaurant   \n",
       "24               Burger Joint     Indian Restaurant   \n",
       "25                    Dog Run                   Bar   \n",
       "26                       Café           Pizza Place   \n",
       "27                     Bakery           Yoga Studio   \n",
       "28                Yoga Studio                   Gym   \n",
       "30               Dessert Shop                Bakery   \n",
       "31      Vietnamese Restaurant          Liquor Store   \n",
       "32                      Plane              Boutique   \n",
       "34                 Restaurant              Beer Bar   \n",
       "35                     Bakery    Chinese Restaurant   \n",
       "36        Japanese Restaurant            Steakhouse   \n",
       "37                        Pub           Men's Store   \n",
       "38             Farmers Market    Light Rail Station   \n",
       "\n",
       "          9th Most Common Venue     10th Most Common Venue  \n",
       "0                         Hotel             Chocolate Shop  \n",
       "1                 Burrito Place             Discount Store  \n",
       "2                         Diner                   Tea Room  \n",
       "3           Moroccan Restaurant             Cosmetics Shop  \n",
       "4                       Dog Run           Doner Restaurant  \n",
       "5                      Creperie              Shopping Mall  \n",
       "6               Bubble Tea Shop                Yoga Studio  \n",
       "7                     Nightclub                Coffee Shop  \n",
       "8                   Salad Place                 Steakhouse  \n",
       "9                           Bar                       Bank  \n",
       "10               Scenic Lookout                       Park  \n",
       "11                  Record Shop                Pizza Place  \n",
       "12                  Pizza Place                     Lounge  \n",
       "13          American Restaurant              Deli / Bodega  \n",
       "14                 Climbing Gym                 Restaurant  \n",
       "15                 Intersection             Ice Cream Shop  \n",
       "16           Seafood Restaurant            Thai Restaurant  \n",
       "17                  Cheese Shop             Clothing Store  \n",
       "20         Gym / Fitness Center                      Diner  \n",
       "21  Eastern European Restaurant        Dumpling Restaurant  \n",
       "22                        Diner                     Bakery  \n",
       "23           Miscellaneous Shop         Chinese Restaurant  \n",
       "24                          Pub  Middle Eastern Restaurant  \n",
       "25                 Dessert Shop                  Bookstore  \n",
       "26                     Pharmacy         Seafood Restaurant  \n",
       "27                          Pub                   Beer Bar  \n",
       "28               Sandwich Place  Latin American Restaurant  \n",
       "30                         Park                        Bar  \n",
       "31                   Bagel Shop        American Restaurant  \n",
       "32              Harbor / Marina                Coffee Shop  \n",
       "34               Breakfast Spot                      Hotel  \n",
       "35                         Park              Grocery Store  \n",
       "36          American Restaurant           Asian Restaurant  \n",
       "37     Mediterranean Restaurant                      Hotel  \n",
       "38                   Comic Shop                Pizza Place  "
      ]
     },
     "execution_count": 35,
     "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]))]]"
   ]
  }
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