Business Analysis of Tea shop in Toronto.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# Toronto Business Analysis of Tea shop"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A. Introduction"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1) Description of the problem and a discussion of the background. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Toronto, the most populous city in Canada, with a population of 2,731,571 as of 2016. Current to 2016, the Toronto census metropolitan area (CMA), of which the majority is within the Greater Toronto Area (GTA), held a population of 5,928,040, making it Canada's most populous CMA.The Toronto metropolitan area was the second-fastest-growing metropolitan area in North America, adding 125,298 persons.\n",
    "\n",
    "The Toronto region’s Food and Beverage sector employs more than 64,000 workers with annual wages totaling $3.2B. Sector businesses located within the city of Toronto account for more than 50 per cent of this workforce.\n",
    "\n",
    "The amount of tea that Canadians drink has doubled in the past few decades. As of 2015, Canadians drink 85 litres per person per year, up from 79.4 litres in 2008, and only 36 litres in 1991! Tea surpassed both soft drinks and bottled water, and is only slightly less than the amount of coffee that Canadians drink. However it’s also interesting to note that the average amount of coffee drank by Canadians decreased from the previous year, while tea rose by several litres. \n",
    "\n",
    "There are same neighborhood some places have a high demand while there are others hardly getting any profit. So if I wanna open a tea store, where would be a nice place to open my first store? The objective of the following analysis is to check where would be popular in a determined neighborhood, and which neighborhood has a better acceptance for that kind. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2)  Who would be interesting at the capstone?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This capstone would be interesting for those who wanna open a tea store and have no idea where to open.\n",
    "\n",
    "  * Investor\n",
    "  * Entrepreneur\n",
    "  * Tea supplier\n",
    "  * Asian restaurants"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3) Data that you can get from this capstone "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "  * Top venues of Toronto in different sectors\n",
    "  * Market demand (cluster)\n",
    "  * Best place to open a tea store\n",
    "  * Where do you have more competitor\n",
    "  * etc."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4) Description of the data and how it will be used to solve the problem."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Considering the problem mentioned, the following data will be used to solve the problem:\n",
    "\n",
    "1. From Wikipedia, I have found a complete list of postal codes of Toronto, followed by theirs borough and neighborhood name: https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M\n",
    "2. I used the Foursquare API to explore the top venues of a given neighborhood.\n",
    "3. CSV file \"Geospatial_Coordinates.csv\" given by IBM"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# B. Clustering"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1) Importing libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2) Importing table from wikipedia"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M\"\n",
    "\n",
    "data = pd.read_html(url, header = 0)\n",
    "\n",
    "data = data[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3) Ignore cells with a borough that is Not assigned."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = data[data['Borough'] != 'Not assigned']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "data.columns = ['Postcode', 'Borough', 'Neighborhood']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4) If a cell has a borough but a Not assigned neighborhood, then the neighborhood will be the same as the borough."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>M9A</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>Not assigned</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postcode       Borough  Neighborhood\n",
       "9      M9A  Queen's Park  Not assigned"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[data['Neighborhood'] == 'Not assigned']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"Queen's Park\""
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.loc[9, 'Neighborhood'] = data.loc[9, 'Borough'] # Update the cell index 9\n",
    "data.loc[9, 'Neighborhood']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5) Combine rows with the same Postcode"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = (data.groupby(['Postcode', 'Borough'])['Neighborhood'].agg([('Neighborhood', ', '.join)]).reset_index())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(103, 3)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 6) Getting latitude and longitude for each row from file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<div>\n",
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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>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code   Latitude  Longitude\n",
       "0         M1B  43.806686 -79.194353\n",
       "1         M1C  43.784535 -79.160497\n",
       "2         M1E  43.763573 -79.188711\n",
       "3         M1G  43.770992 -79.216917\n",
       "4         M1H  43.773136 -79.239476"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import types\n",
    "import pandas as pd\n",
    "from botocore.client import Config\n",
    "import ibm_boto3\n",
    "\n",
    "def __iter__(self): return 0\n",
    "\n",
    "# @hidden_cell\n",
    "# The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials.\n",
    "# You might want to remove those credentials before you share the notebook.\n",
    "client_3e43f34290ca4b54a33c57c3ed0cbcc3 = ibm_boto3.client(service_name='s3',\n",
    "    ibm_api_key_id='pvNweBaBVE9tssBA63nW64WyqEJO-_X6aZxgQOb5pniJ',\n",
    "    ibm_auth_endpoint=\"https://iam.ng.bluemix.net/oidc/token\",\n",
    "    config=Config(signature_version='oauth'),\n",
    "    endpoint_url='https://s3-api.us-geo.objectstorage.service.networklayer.com')\n",
    "\n",
    "body = client_3e43f34290ca4b54a33c57c3ed0cbcc3.get_object(Bucket='pythonbasicsfordatascienceproject-donotdelete-pr-vsg1fzwopmijly',Key='Geospatial_Coordinates.csv')['Body']\n",
    "# add missing __iter__ method, so pandas accepts body as file-like object\n",
    "if not hasattr(body, \"__iter__\"): body.__iter__ = types.MethodType( __iter__, body )\n",
    "\n",
    "# If you are reading an Excel file into a pandas DataFrame, replace `read_csv` by `read_excel` in the next statement.\n",
    "df_data_0 = pd.read_csv(body)\n",
    "df_data_0.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>M9W</td>\n",
       "      <td>43.706748</td>\n",
       "      <td>-79.594054</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Postal Code   Latitude  Longitude\n",
       "102         M9W  43.706748 -79.594054"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_data_0.tail(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "Latitude = df_data_0['Latitude']\n",
    "Longitude = df_data_0['Longitude']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "data['Latitude'] = Latitude\n",
    "data['Longitude'] = Longitude"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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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>Postcode</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>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood, Morningside, West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postcode      Borough                            Neighborhood   Latitude  \\\n",
       "0      M1B  Scarborough                          Rouge, Malvern  43.806686   \n",
       "1      M1C  Scarborough  Highland Creek, Rouge Hill, Port Union  43.784535   \n",
       "2      M1E  Scarborough       Guildwood, Morningside, West Hill  43.763573   \n",
       "3      M1G  Scarborough                                  Woburn  43.770992   \n",
       "4      M1H  Scarborough                               Cedarbrae  43.773136   \n",
       "\n",
       "   Longitude  \n",
       "0 -79.194353  \n",
       "1 -79.160497  \n",
       "2 -79.188711  \n",
       "3 -79.216917  \n",
       "4 -79.239476  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## C. Explore the neighborhoods in Toronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Import dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "!pip -q install folium\n",
    "import folium "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Libraries imported.\n"
     ]
    }
   ],
   "source": [
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', None)\n",
    "\n",
    "import json \n",
    "\n",
    "from geopy.geocoders import Nominatim \n",
    "\n",
    "import requests \n",
    "\n",
    "\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "print('Libraries imported.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Toronto are 43.653963, -79.387207.\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": "code",
   "execution_count": 90,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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        var popup_f96d28a8d7c748998b7edc0e14305045 = L.popup({"maxWidth": "100%"});

        
            var html_0d347665b45943b08b0bb718fe1103b1 = $(`<div id="html_0d347665b45943b08b0bb718fe1103b1" style="width: 100.0%; height: 100.0%;">Bloordale Gardens, Eringate, Markland Wood, Old Burnhamthorpe Etobicoke</div>`)[0];
            popup_f96d28a8d7c748998b7edc0e14305045.setContent(html_0d347665b45943b08b0bb718fe1103b1);
        

        circle_marker_a980dace5c5b4507950431b7be71fdc7.bindPopup(popup_f96d28a8d7c748998b7edc0e14305045)
        ;

        
    
    
            var circle_marker_b23cecd5fcd54c55b33f99cac9e021bb = L.circleMarker(
                [43.7563033, -79.56596329999999],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
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        var popup_c1932d90b44d48d980fa9b5a393de651 = L.popup({"maxWidth": "100%"});

        
            var html_5033101faa5f481e89b117ec0302bfbb = $(`<div id="html_5033101faa5f481e89b117ec0302bfbb" style="width: 100.0%; height: 100.0%;">Humber Summit North York</div>`)[0];
            popup_c1932d90b44d48d980fa9b5a393de651.setContent(html_5033101faa5f481e89b117ec0302bfbb);
        

        circle_marker_b23cecd5fcd54c55b33f99cac9e021bb.bindPopup(popup_c1932d90b44d48d980fa9b5a393de651)
        ;

        
    
    
            var circle_marker_62d7b63406cc472a8a2475ddcb57a0ab = L.circleMarker(
                [43.7247659, -79.53224240000002],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_e384a04e0a17467b871a29ebf40b1b9d = L.popup({"maxWidth": "100%"});

        
            var html_79e0ccdd8be44414999d944e66ca74d5 = $(`<div id="html_79e0ccdd8be44414999d944e66ca74d5" style="width: 100.0%; height: 100.0%;">Emery, Humberlea North York</div>`)[0];
            popup_e384a04e0a17467b871a29ebf40b1b9d.setContent(html_79e0ccdd8be44414999d944e66ca74d5);
        

        circle_marker_62d7b63406cc472a8a2475ddcb57a0ab.bindPopup(popup_e384a04e0a17467b871a29ebf40b1b9d)
        ;

        
    
    
            var circle_marker_6e287c8f12724155b3635079421fee16 = L.circleMarker(
                [43.706876, -79.51818840000001],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_c182f258610d4909a327eeccd05acb14 = L.popup({"maxWidth": "100%"});

        
            var html_c8bace59e56641efaf8a6969e31c6eeb = $(`<div id="html_c8bace59e56641efaf8a6969e31c6eeb" style="width: 100.0%; height: 100.0%;">Weston York</div>`)[0];
            popup_c182f258610d4909a327eeccd05acb14.setContent(html_c8bace59e56641efaf8a6969e31c6eeb);
        

        circle_marker_6e287c8f12724155b3635079421fee16.bindPopup(popup_c182f258610d4909a327eeccd05acb14)
        ;

        
    
    
            var circle_marker_efb113d38ca54bda9d37bb029e37da57 = L.circleMarker(
                [43.696319, -79.53224240000002],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_2ff25502d34843b8acf3f1b7a229f2f6 = L.popup({"maxWidth": "100%"});

        
            var html_9214b6aa799144f7a011fa83b44ee7b4 = $(`<div id="html_9214b6aa799144f7a011fa83b44ee7b4" style="width: 100.0%; height: 100.0%;">Westmount Etobicoke</div>`)[0];
            popup_2ff25502d34843b8acf3f1b7a229f2f6.setContent(html_9214b6aa799144f7a011fa83b44ee7b4);
        

        circle_marker_efb113d38ca54bda9d37bb029e37da57.bindPopup(popup_2ff25502d34843b8acf3f1b7a229f2f6)
        ;

        
    
    
            var circle_marker_e482dd564c37469ea16cadfae99b3091 = L.circleMarker(
                [43.6889054, -79.55472440000001],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_d794bc5f53aa4839b40abf9c9ab87409 = L.popup({"maxWidth": "100%"});

        
            var html_3ee98cad34414126bb7d89d3368f242d = $(`<div id="html_3ee98cad34414126bb7d89d3368f242d" style="width: 100.0%; height: 100.0%;">Kingsview Village, Martin Grove Gardens, Richview Gardens, St. Phillips Etobicoke</div>`)[0];
            popup_d794bc5f53aa4839b40abf9c9ab87409.setContent(html_3ee98cad34414126bb7d89d3368f242d);
        

        circle_marker_e482dd564c37469ea16cadfae99b3091.bindPopup(popup_d794bc5f53aa4839b40abf9c9ab87409)
        ;

        
    
    
            var circle_marker_f2a9bec34bfa4f2889c92d659decf1b7 = L.circleMarker(
                [43.739416399999996, -79.5884369],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_c8413106242c46dd8c5078c54e6a5af1 = L.popup({"maxWidth": "100%"});

        
            var html_3b55f2e1985141219747c4767a8ebcca = $(`<div id="html_3b55f2e1985141219747c4767a8ebcca" style="width: 100.0%; height: 100.0%;">Albion Gardens, Beaumond Heights, Humbergate, Jamestown, Mount Olive, Silverstone, South Steeles, Thistletown Etobicoke</div>`)[0];
            popup_c8413106242c46dd8c5078c54e6a5af1.setContent(html_3b55f2e1985141219747c4767a8ebcca);
        

        circle_marker_f2a9bec34bfa4f2889c92d659decf1b7.bindPopup(popup_c8413106242c46dd8c5078c54e6a5af1)
        ;

        
    
    
            var circle_marker_d690850bba0f499ba5478998d7dd6bd4 = L.circleMarker(
                [43.706748299999994, -79.5940544],
                {"bubblingMouseEvents": true, "color": "green", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_dc51365e18ea4be2ae76ef4fd13bc574);
        
    
        var popup_f98be48884ad45838f9b8e4d0b74f904 = L.popup({"maxWidth": "100%"});

        
            var html_78cb3ce1342f41d788539689f4e36a6a = $(`<div id="html_78cb3ce1342f41d788539689f4e36a6a" style="width: 100.0%; height: 100.0%;">Northwest Etobicoke</div>`)[0];
            popup_f98be48884ad45838f9b8e4d0b74f904.setContent(html_78cb3ce1342f41d788539689f4e36a6a);
        

        circle_marker_d690850bba0f499ba5478998d7dd6bd4.bindPopup(popup_f98be48884ad45838f9b8e4d0b74f904)
        ;

        
    
</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 0x7f05ac6e7630>"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mapToronto = folium.Map(location = [latitude, longitude], zoom_start = 11)\n",
    "\n",
    "for lat, long, borough, neighborhood in zip(data['Latitude'], data['Longitude'], data['Borough'], data['Neighborhood']):\n",
    "    label = neighborhood + \" \" + borough\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    \n",
    "    folium.CircleMarker([lat, long], radius = 5, popup = label, color = 'green', \n",
    "                        fill = True, fill_color='#3186cc', fill_opacity=0.7, \n",
    "                        parse_html=False).add_to(mapToronto)\n",
    "    \n",
    "    \n",
    "mapToronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# D. Foursquare API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "CLIENT_ID = 'CRZAKMKAWHVMJ25MK15JQI0QNAVXFG2240FR4KZKQUZ0MSMQ'\n",
    "CLIENT_SECRET = 'WRVEG4QXC4OB0SEKQZI41NU4IBBXD1KWV2TGDXH5MP2OW04E' \n",
    "VERSION = '20180605' "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Region: Scarborough, latitude = 43.806686299999996, longitude = -79.19435340000001.\n"
     ]
    }
   ],
   "source": [
    "lat_test = data.loc[0, 'Latitude']\n",
    "long_test = data.loc[0, 'Longitude']\n",
    "name_test = data.loc[0, 'Borough']\n",
    "print(\"Region: {}, latitude = {}, longitude = {}.\" .format(name_test, lat_test, long_test))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1) Check TOP 20 venues in the region (1km)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://api.foursquare.com/v2/venues/explore?&client_id=CRZAKMKAWHVMJ25MK15JQI0QNAVXFG2240FR4KZKQUZ0MSMQ&client_secret=WRVEG4QXC4OB0SEKQZI41NU4IBBXD1KWV2TGDXH5MP2OW04E&v=20180605&ll=43.806686299999996,-79.19435340000001&radius=1000&limit=20\n"
     ]
    }
   ],
   "source": [
    "limit = 20\n",
    "radius = 1000\n",
    "\n",
    "# url with Venues/explore \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_test,\n",
    "    long_test,\n",
    "    radius,\n",
    "    limit)\n",
    "print(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "results = requests.get(url).json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2) Functions to clean the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_category_type(row):\n",
    "    try:\n",
    "        categories_list = row['categories']\n",
    "    except:\n",
    "        categories_list = row['venue.categories']\n",
    "        \n",
    "    if len(categories_list) == 0:\n",
    "        return None\n",
    "    else:\n",
    "        return categories_list[0]['name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>categories</th>\n",
       "      <th>lat</th>\n",
       "      <th>lng</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Wendy's</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>43.802008</td>\n",
       "      <td>-79.198080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Wendy's</td>\n",
       "      <td>Fast Food Restaurant</td>\n",
       "      <td>43.807448</td>\n",
       "      <td>-79.199056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Staples Morningside</td>\n",
       "      <td>Paper / Office Supplies Store</td>\n",
       "      <td>43.800285</td>\n",
       "      <td>-79.196607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Harvey's</td>\n",
       "      <td>Restaurant</td>\n",
       "      <td>43.800020</td>\n",
       "      <td>-79.198307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Caribbean Wave</td>\n",
       "      <td>Caribbean Restaurant</td>\n",
       "      <td>43.798558</td>\n",
       "      <td>-79.195777</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  name                     categories        lat        lng\n",
       "0              Wendy's           Fast Food Restaurant  43.802008 -79.198080\n",
       "1              Wendy's           Fast Food Restaurant  43.807448 -79.199056\n",
       "2  Staples Morningside  Paper / Office Supplies Store  43.800285 -79.196607\n",
       "3             Harvey's                     Restaurant  43.800020 -79.198307\n",
       "4       Caribbean Wave           Caribbean Restaurant  43.798558 -79.195777"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "venues = results['response']['groups'][0]['items']\n",
    "\n",
    "from pandas.io.json import json_normalize\n",
    "nearby_venues = json_normalize(venues) # flatten JSON\n",
    "\n",
    "filtered_columns = ['venue.name', 'venue.categories', 'venue.location.lat', 'venue.location.lng']\n",
    "nearby_venues =nearby_venues.loc[:, filtered_columns]\n",
    "\n",
    "nearby_venues['venue.categories'] = nearby_venues.apply(get_category_type, axis=1)\n",
    "\n",
    "nearby_venues.columns = [col.split(\".\")[-1] for col in nearby_venues.columns]\n",
    "\n",
    "nearby_venues.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Getting the top 10 Venues for each neighborhood and creating a dataframe toronto_venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(names, latitudes, longitudes, radius=1000):\n",
    "    \n",
    "    venues_list=[]\n",
    "    for name, lat, lng in zip(names, latitudes, longitudes):\n",
    "            \n",
    "\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",
    "\n",
    "        results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "        \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",
    "    \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)\n",
    "\n",
    "toronto_venues = getNearbyVenues(names=data['Neighborhood'],\n",
    "                                   latitudes=data['Latitude'],\n",
    "                                   longitudes=data['Longitude']\n",
    "                                  )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1816, 7)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_venues.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## E. Examin each neighborhood venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "toronto_onehot = pd.get_dummies(toronto_venues[['Venue Category']], prefix=\"\", prefix_sep=\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "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 Lounge</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Dealership</th>\n",
       "      <th>Auto Garage</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Badminton Court</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Baseball Field</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bike Shop</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Bowling Alley</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bridal Shop</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Bus Station</th>\n",
       "      <th>Bus Stop</th>\n",
       "      <th>Business Service</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Candy Store</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Castle</th>\n",
       "      <th>Cemetery</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chiropractor</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Quad</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>College Stadium</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Construction &amp; Landscaping</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Curling Ice</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Dentist's Office</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Design Studio</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Discount Store</th>\n",
       "      <th>Dive Bar</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Drugstore</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Empanada Restaurant</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farm</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Field</th>\n",
       "      <th>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>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Golf Course</th>\n",
       "      <th>Golf Driving Range</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>Gym Pool</th>\n",
       "      <th>Hakka Restaurant</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Hardware Store</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Hockey Arena</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hot Dog Joint</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotpot Restaurant</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>Indonesian Restaurant</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Jewish Restaurant</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Kitchen Supply Store</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Laundry Service</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Massage Studio</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Mobile Phone Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Moroccan Restaurant</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Moving Target</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Store</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>Nail Salon</th>\n",
       "      <th>New American Restaurant</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>Other Repair Shop</th>\n",
       "      <th>Pakistani Restaurant</th>\n",
       "      <th>Paper / Office Supplies Store</th>\n",
       "      <th>Park</th>\n",
       "      <th>Pastry Shop</th>\n",
       "      <th>Performing Arts Venue</th>\n",
       "      <th>Persian Restaurant</th>\n",
       "      <th>Pet Store</th>\n",
       "      <th>Pharmacy</th>\n",
       "      <th>Pie Shop</th>\n",
       "      <th>Pilates Studio</th>\n",
       "      <th>Pizza Place</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Pool</th>\n",
       "      <th>Pool Hall</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Recreation Center</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Residential Building (Apartment / Condo)</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Road</th>\n",
       "      <th>Rock Climbing Spot</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shop &amp; Service</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Shopping Plaza</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Ski Chalet</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soccer Field</th>\n",
       "      <th>Soccer Stadium</th>\n",
       "      <th>South American Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Sports Club</th>\n",
       "      <th>Sri Lankan Restaurant</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Storage Facility</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Supplement Shop</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Track</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Transportation Service</th>\n",
       "      <th>Turkish Restaurant</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Warehouse Store</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>Rouge, Malvern</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Rouge, Malvern</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Rouge, Malvern</td>\n",
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       "    <tr>\n",
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      ],
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       "     Neighborhood  Afghan Restaurant  Airport  Airport Lounge  \\\n",
       "0  Rouge, Malvern                  0        0               0   \n",
       "1  Rouge, Malvern                  0        0               0   \n",
       "2  Rouge, Malvern                  0        0               0   \n",
       "3  Rouge, Malvern                  0        0               0   \n",
       "4  Rouge, Malvern                  0        0               0   \n",
       "\n",
       "   American Restaurant  Aquarium  Art Gallery  Arts & Crafts Store  \\\n",
       "0                    0         0            0                    0   \n",
       "1                    0         0            0                    0   \n",
       "2                    0         0            0                    0   \n",
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       "\n",
       "   Asian Restaurant  Athletics & Sports  Auto Dealership  Auto Garage  \\\n",
       "0                 0                   0                0            0   \n",
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       "   BBQ Joint  Baby Store  Badminton Court  Bagel Shop  Bakery  Bank  Bar  \\\n",
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       "   Empanada Restaurant  Ethiopian Restaurant  Event Space  Falafel Restaurant  \\\n",
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       "   Farm  Farmers Market  Fast Food Restaurant  Field  Filipino Restaurant  \\\n",
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       "4     0               0                     0      0                    0   \n",
       "\n",
       "   Fish & Chips Shop  Fish Market  Flea Market  Flower Shop  Food  \\\n",
       "0                  0            0            0            0     0   \n",
       "1                  0            0            0            0     0   \n",
       "2                  0            0            0            0     0   \n",
       "3                  0            0            0            0     0   \n",
       "4                  0            0            0            0     0   \n",
       "\n",
       "   Food & Drink Shop  Food Court  Food Truck  Fountain  French Restaurant  \\\n",
       "0                  0           0           0         0                  0   \n",
       "1                  0           0           0         0                  0   \n",
       "2                  0           0           0         0                  0   \n",
       "3                  0           0           0         0                  0   \n",
       "4                  0           0           0         0                  0   \n",
       "\n",
       "   Fried Chicken Joint  Frozen Yogurt Shop  Fruit & Vegetable Store  \\\n",
       "0                    0                   0                        0   \n",
       "1                    0                   0                        0   \n",
       "2                    0                   0                        0   \n",
       "3                    0                   0                        0   \n",
       "4                    0                   0                        0   \n",
       "\n",
       "   Furniture / Home Store  Gaming Cafe  Garden  Gas Station  Gastropub  \\\n",
       "0                       0            0       0            0          0   \n",
       "1                       0            0       0            0          0   \n",
       "2                       0            0       0            0          0   \n",
       "3                       0            0       0            0          0   \n",
       "4                       0            0       0            0          0   \n",
       "\n",
       "   Gay Bar  General Entertainment  Gift Shop  Golf Course  Golf Driving Range  \\\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",
       "   Gourmet Shop  Greek Restaurant  Grocery Store  Gym  Gym / Fitness Center  \\\n",
       "0             0                 0              0    0                     0   \n",
       "1             0                 0              0    0                     0   \n",
       "2             0                 0              0    0                     0   \n",
       "3             0                 0              0    0                     0   \n",
       "4             0                 0              0    0                     0   \n",
       "\n",
       "   Gym Pool  Hakka Restaurant  Harbor / Marina  Hardware 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",
       "   Health Food Store  Historic Site  History Museum  Hobby Shop  Hockey Arena  \\\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",
       "   Hookah Bar  Hostel  Hot Dog Joint  Hotel  Hotpot Restaurant  IT Services  \\\n",
       "0           0       0              0      0                  0            0   \n",
       "1           0       0              0      0                  0            0   \n",
       "2           0       0              0      0                  0            0   \n",
       "3           0       0              0      0                  0            0   \n",
       "4           0       0              0      0                  0            0   \n",
       "\n",
       "   Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\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",
       "   Indonesian Restaurant  Intersection  Italian Restaurant  \\\n",
       "0                      0             0                   0   \n",
       "1                      0             0                   0   \n",
       "2                      0             0                   0   \n",
       "3                      0             0                   0   \n",
       "4                      0             0                   0   \n",
       "\n",
       "   Japanese Restaurant  Jazz Club  Jewelry Store  Jewish 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",
       "   Juice Bar  Kitchen Supply Store  Korean Restaurant  Lake  \\\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",
       "   Latin American Restaurant  Laundry Service  Lingerie Store  Liquor 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",
       "   Lounge  Malay Restaurant  Market  Massage Studio  Mediterranean Restaurant  \\\n",
       "0       0                 0       0               0                         0   \n",
       "1       0                 0       0               0                         0   \n",
       "2       0                 0       0               0                         0   \n",
       "3       0                 0       0               0                         0   \n",
       "4       0                 0       0               0                         0   \n",
       "\n",
       "   Men's Store  Metro Station  Mexican Restaurant  Middle Eastern Restaurant  \\\n",
       "0            0              0                   0                          0   \n",
       "1            0              0                   0                          0   \n",
       "2            0              0                   0                          0   \n",
       "3            0              0                   0                          0   \n",
       "4            0              0                   0                          0   \n",
       "\n",
       "   Miscellaneous Shop  Mobile Phone Shop  Modern European Restaurant  \\\n",
       "0                   0                  0                           0   \n",
       "1                   0                  0                           0   \n",
       "2                   0                  0                           0   \n",
       "3                   0                  0                           0   \n",
       "4                   0                  0                           0   \n",
       "\n",
       "   Moroccan Restaurant  Movie Theater  Moving Target  Museum  Music 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",
       "   Music Venue  Nail Salon  New American Restaurant  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  \\\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",
       "   Other Repair Shop  Pakistani Restaurant  Paper / Office Supplies Store  \\\n",
       "0                  0                     0                              0   \n",
       "1                  0                     0                              0   \n",
       "2                  0                     0                              1   \n",
       "3                  0                     0                              0   \n",
       "4                  0                     0                              0   \n",
       "\n",
       "   Park  Pastry Shop  Performing Arts Venue  Persian Restaurant  Pet 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",
       "   Pharmacy  Pie Shop  Pilates Studio  Pizza Place  Playground  Plaza  Pool  \\\n",
       "0         0         0               0            0           0      0     0   \n",
       "1         0         0               0            0           0      0     0   \n",
       "2         0         0               0            0           0      0     0   \n",
       "3         0         0               0            0           0      0     0   \n",
       "4         0         0               0            0           0      0     0   \n",
       "\n",
       "   Pool Hall  Portuguese Restaurant  Pub  Ramen Restaurant  Record 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",
       "   Recreation Center  Rental Car Location  \\\n",
       "0                  0                    0   \n",
       "1                  0                    0   \n",
       "2                  0                    0   \n",
       "3                  0                    0   \n",
       "4                  0                    0   \n",
       "\n",
       "   Residential Building (Apartment / Condo)  Restaurant  Road  \\\n",
       "0                                         0           0     0   \n",
       "1                                         0           0     0   \n",
       "2                                         0           0     0   \n",
       "3                                         0           1     0   \n",
       "4                                         0           0     0   \n",
       "\n",
       "   Rock Climbing Spot  Salad Place  Salon / Barbershop  Sandwich Place  \\\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",
       "   Scenic Lookout  Sculpture Garden  Seafood Restaurant  Shoe 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",
       "   Shop & Service  Shopping Mall  Shopping Plaza  Skating Rink  Ski Chalet  \\\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  Snack Place  Soccer Field  Soccer Stadium  \\\n",
       "0           0            0             0               0   \n",
       "1           0            0             0               0   \n",
       "2           0            0             0               0   \n",
       "3           0            0             0               0   \n",
       "4           0            0             0               0   \n",
       "\n",
       "   South American Restaurant  Spa  Speakeasy  Sporting Goods Shop  Sports Bar  \\\n",
       "0                          0    0          0                    0           0   \n",
       "1                          0    0          0                    0           0   \n",
       "2                          0    0          0                    0           0   \n",
       "3                          0    0          0                    0           0   \n",
       "4                          0    0          0                    0           0   \n",
       "\n",
       "   Sports Club  Sri Lankan Restaurant  Stationery Store  Steakhouse  \\\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",
       "   Storage Facility  Supermarket  Supplement Shop  Sushi 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",
       "   Taco Place  Tapas Restaurant  Tea Room  Tennis Court  Thai Restaurant  \\\n",
       "0           0                 0         0             0                0   \n",
       "1           0                 0         0             0                0   \n",
       "2           0                 0         0             0                0   \n",
       "3           0                 0         0             0                0   \n",
       "4           0                 0         0             0                0   \n",
       "\n",
       "   Theater  Theme Restaurant  Toy / Game Store  Track  Trail  Train Station  \\\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",
       "   Transportation Service  Turkish Restaurant  Vegetarian / Vegan Restaurant  \\\n",
       "0                       0                   0                              0   \n",
       "1                       0                   0                              0   \n",
       "2                       0                   0                              0   \n",
       "3                       0                   0                              0   \n",
       "4                       0                   0                              0   \n",
       "\n",
       "   Video Store  Vietnamese Restaurant  Warehouse Store  Wine Bar  Wine Shop  \\\n",
       "0            0                      0                0         0          0   \n",
       "1            0                      0                0         0          0   \n",
       "2            0                      0                0         0          0   \n",
       "3            0                      0                0         0          0   \n",
       "4            0                      0                0         0          0   \n",
       "\n",
       "   Wings Joint  Women's Store  Yoga Studio  \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  "
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_onehot['Neighborhood'] = toronto_venues['Neighborhood']\n",
    "\n",
    "toronto_onehot = toronto_onehot.set_index('Neighborhood').reset_index()\n",
    "\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## F. Filtering only columns of interest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "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 Lounge</th>\n",
       "      <th>American Restaurant</th>\n",
       "      <th>Aquarium</th>\n",
       "      <th>Art Gallery</th>\n",
       "      <th>Arts &amp; Crafts Store</th>\n",
       "      <th>Asian Restaurant</th>\n",
       "      <th>Athletics &amp; Sports</th>\n",
       "      <th>Auto Dealership</th>\n",
       "      <th>Auto Garage</th>\n",
       "      <th>BBQ Joint</th>\n",
       "      <th>Baby Store</th>\n",
       "      <th>Badminton Court</th>\n",
       "      <th>Bagel Shop</th>\n",
       "      <th>Bakery</th>\n",
       "      <th>Bank</th>\n",
       "      <th>Bar</th>\n",
       "      <th>Baseball Field</th>\n",
       "      <th>Basketball Stadium</th>\n",
       "      <th>Beach</th>\n",
       "      <th>Beer Bar</th>\n",
       "      <th>Beer Store</th>\n",
       "      <th>Belgian Restaurant</th>\n",
       "      <th>Bike Shop</th>\n",
       "      <th>Bistro</th>\n",
       "      <th>Bookstore</th>\n",
       "      <th>Boutique</th>\n",
       "      <th>Bowling Alley</th>\n",
       "      <th>Brazilian Restaurant</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Brewery</th>\n",
       "      <th>Bridal Shop</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Burger Joint</th>\n",
       "      <th>Burrito Place</th>\n",
       "      <th>Bus Line</th>\n",
       "      <th>Bus Station</th>\n",
       "      <th>Bus Stop</th>\n",
       "      <th>Business Service</th>\n",
       "      <th>Butcher</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cajun / Creole Restaurant</th>\n",
       "      <th>Candy Store</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Caribbean Restaurant</th>\n",
       "      <th>Castle</th>\n",
       "      <th>Cemetery</th>\n",
       "      <th>Cheese Shop</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Chiropractor</th>\n",
       "      <th>Chocolate Shop</th>\n",
       "      <th>Climbing Gym</th>\n",
       "      <th>Clothing Store</th>\n",
       "      <th>Cocktail Bar</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>College Gym</th>\n",
       "      <th>College Quad</th>\n",
       "      <th>College Rec Center</th>\n",
       "      <th>College Stadium</th>\n",
       "      <th>Comfort Food Restaurant</th>\n",
       "      <th>Comic Shop</th>\n",
       "      <th>Concert Hall</th>\n",
       "      <th>Construction &amp; Landscaping</th>\n",
       "      <th>Convenience Store</th>\n",
       "      <th>Cosmetics Shop</th>\n",
       "      <th>Creperie</th>\n",
       "      <th>Cuban Restaurant</th>\n",
       "      <th>Curling Ice</th>\n",
       "      <th>Dance Studio</th>\n",
       "      <th>Deli / Bodega</th>\n",
       "      <th>Dentist's Office</th>\n",
       "      <th>Department Store</th>\n",
       "      <th>Design Studio</th>\n",
       "      <th>Dessert Shop</th>\n",
       "      <th>Dim Sum Restaurant</th>\n",
       "      <th>Diner</th>\n",
       "      <th>Discount Store</th>\n",
       "      <th>Dive Bar</th>\n",
       "      <th>Dog Run</th>\n",
       "      <th>Donut Shop</th>\n",
       "      <th>Drugstore</th>\n",
       "      <th>Eastern European Restaurant</th>\n",
       "      <th>Electronics Store</th>\n",
       "      <th>Empanada Restaurant</th>\n",
       "      <th>Ethiopian Restaurant</th>\n",
       "      <th>Event Space</th>\n",
       "      <th>Falafel Restaurant</th>\n",
       "      <th>Farm</th>\n",
       "      <th>Farmers Market</th>\n",
       "      <th>Fast Food Restaurant</th>\n",
       "      <th>Field</th>\n",
       "      <th>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>Gas Station</th>\n",
       "      <th>Gastropub</th>\n",
       "      <th>Gay Bar</th>\n",
       "      <th>General Entertainment</th>\n",
       "      <th>Gift Shop</th>\n",
       "      <th>Golf Course</th>\n",
       "      <th>Golf Driving Range</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>Gym Pool</th>\n",
       "      <th>Hakka Restaurant</th>\n",
       "      <th>Harbor / Marina</th>\n",
       "      <th>Hardware Store</th>\n",
       "      <th>Health Food Store</th>\n",
       "      <th>Historic Site</th>\n",
       "      <th>History Museum</th>\n",
       "      <th>Hobby Shop</th>\n",
       "      <th>Hockey Arena</th>\n",
       "      <th>Hookah Bar</th>\n",
       "      <th>Hostel</th>\n",
       "      <th>Hot Dog Joint</th>\n",
       "      <th>Hotel</th>\n",
       "      <th>Hotpot Restaurant</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>Indonesian Restaurant</th>\n",
       "      <th>Intersection</th>\n",
       "      <th>Italian Restaurant</th>\n",
       "      <th>Japanese Restaurant</th>\n",
       "      <th>Jazz Club</th>\n",
       "      <th>Jewelry Store</th>\n",
       "      <th>Jewish Restaurant</th>\n",
       "      <th>Juice Bar</th>\n",
       "      <th>Kitchen Supply Store</th>\n",
       "      <th>Korean Restaurant</th>\n",
       "      <th>Lake</th>\n",
       "      <th>Latin American Restaurant</th>\n",
       "      <th>Laundry Service</th>\n",
       "      <th>Lingerie Store</th>\n",
       "      <th>Liquor Store</th>\n",
       "      <th>Lounge</th>\n",
       "      <th>Malay Restaurant</th>\n",
       "      <th>Market</th>\n",
       "      <th>Massage Studio</th>\n",
       "      <th>Mediterranean Restaurant</th>\n",
       "      <th>Men's Store</th>\n",
       "      <th>Metro Station</th>\n",
       "      <th>Mexican Restaurant</th>\n",
       "      <th>Middle Eastern Restaurant</th>\n",
       "      <th>Miscellaneous Shop</th>\n",
       "      <th>Mobile Phone Shop</th>\n",
       "      <th>Modern European Restaurant</th>\n",
       "      <th>Moroccan Restaurant</th>\n",
       "      <th>Movie Theater</th>\n",
       "      <th>Moving Target</th>\n",
       "      <th>Museum</th>\n",
       "      <th>Music Store</th>\n",
       "      <th>Music Venue</th>\n",
       "      <th>Nail Salon</th>\n",
       "      <th>New American Restaurant</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>Other Repair Shop</th>\n",
       "      <th>Pakistani Restaurant</th>\n",
       "      <th>Paper / Office Supplies Store</th>\n",
       "      <th>Park</th>\n",
       "      <th>Pastry Shop</th>\n",
       "      <th>Performing Arts Venue</th>\n",
       "      <th>Persian Restaurant</th>\n",
       "      <th>Pet Store</th>\n",
       "      <th>Pharmacy</th>\n",
       "      <th>Pie Shop</th>\n",
       "      <th>Pilates Studio</th>\n",
       "      <th>Pizza Place</th>\n",
       "      <th>Playground</th>\n",
       "      <th>Plaza</th>\n",
       "      <th>Pool</th>\n",
       "      <th>Pool Hall</th>\n",
       "      <th>Portuguese Restaurant</th>\n",
       "      <th>Pub</th>\n",
       "      <th>Ramen Restaurant</th>\n",
       "      <th>Record Shop</th>\n",
       "      <th>Recreation Center</th>\n",
       "      <th>Rental Car Location</th>\n",
       "      <th>Residential Building (Apartment / Condo)</th>\n",
       "      <th>Restaurant</th>\n",
       "      <th>Road</th>\n",
       "      <th>Rock Climbing Spot</th>\n",
       "      <th>Salad Place</th>\n",
       "      <th>Salon / Barbershop</th>\n",
       "      <th>Sandwich Place</th>\n",
       "      <th>Scenic Lookout</th>\n",
       "      <th>Sculpture Garden</th>\n",
       "      <th>Seafood Restaurant</th>\n",
       "      <th>Shoe Store</th>\n",
       "      <th>Shop &amp; Service</th>\n",
       "      <th>Shopping Mall</th>\n",
       "      <th>Shopping Plaza</th>\n",
       "      <th>Skating Rink</th>\n",
       "      <th>Ski Chalet</th>\n",
       "      <th>Smoke Shop</th>\n",
       "      <th>Snack Place</th>\n",
       "      <th>Soccer Field</th>\n",
       "      <th>Soccer Stadium</th>\n",
       "      <th>South American Restaurant</th>\n",
       "      <th>Spa</th>\n",
       "      <th>Speakeasy</th>\n",
       "      <th>Sporting Goods Shop</th>\n",
       "      <th>Sports Bar</th>\n",
       "      <th>Sports Club</th>\n",
       "      <th>Sri Lankan Restaurant</th>\n",
       "      <th>Stationery Store</th>\n",
       "      <th>Steakhouse</th>\n",
       "      <th>Storage Facility</th>\n",
       "      <th>Supermarket</th>\n",
       "      <th>Supplement Shop</th>\n",
       "      <th>Sushi Restaurant</th>\n",
       "      <th>Taco Place</th>\n",
       "      <th>Tapas Restaurant</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Tennis Court</th>\n",
       "      <th>Thai Restaurant</th>\n",
       "      <th>Theater</th>\n",
       "      <th>Theme Restaurant</th>\n",
       "      <th>Toy / Game Store</th>\n",
       "      <th>Track</th>\n",
       "      <th>Trail</th>\n",
       "      <th>Train Station</th>\n",
       "      <th>Transportation Service</th>\n",
       "      <th>Turkish Restaurant</th>\n",
       "      <th>Vegetarian / Vegan Restaurant</th>\n",
       "      <th>Video Store</th>\n",
       "      <th>Vietnamese Restaurant</th>\n",
       "      <th>Warehouse Store</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>Adelaide, King, Richmond</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Agincourt</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Agincourt North, L'Amoreaux East, Milliken, St...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Albion Gardens, Beaumond Heights, Humbergate, ...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alderwood, Long Branch</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        Neighborhood  Afghan Restaurant  \\\n",
       "0                           Adelaide, King, Richmond                0.0   \n",
       "1                                          Agincourt                0.0   \n",
       "2  Agincourt North, L'Amoreaux East, Milliken, St...                0.0   \n",
       "3  Albion Gardens, Beaumond Heights, Humbergate, ...                0.0   \n",
       "4                             Alderwood, Long Branch                0.0   \n",
       "\n",
       "   Airport  Airport Lounge  American Restaurant  Aquarium  Art Gallery  \\\n",
       "0      0.0             0.0                 0.05       0.0          0.0   \n",
       "1      0.0             0.0                 0.00       0.0          0.0   \n",
       "2      0.0             0.0                 0.00       0.0          0.0   \n",
       "3      0.0             0.0                 0.00       0.0          0.0   \n",
       "4      0.0             0.0                 0.00       0.0          0.0   \n",
       "\n",
       "   Arts & Crafts Store  Asian Restaurant  Athletics & Sports  Auto Dealership  \\\n",
       "0                  0.0               0.1                 0.0              0.0   \n",
       "1                  0.0               0.0                 0.0              0.0   \n",
       "2                  0.0               0.0                 0.0              0.0   \n",
       "3                  0.0               0.0                 0.0              0.0   \n",
       "4                  0.0               0.0                 0.0              0.0   \n",
       "\n",
       "   Auto Garage  BBQ Joint  Baby Store  Badminton Court  Bagel Shop  Bakery  \\\n",
       "0          0.0       0.00         0.0              0.0         0.0    0.00   \n",
       "1          0.0       0.00         0.0              0.0         0.0    0.05   \n",
       "2          0.0       0.05         0.0              0.0         0.0    0.05   \n",
       "3          0.0       0.00         0.0              0.0         0.0    0.00   \n",
       "4          0.0       0.00         0.0              0.0         0.0    0.00   \n",
       "\n",
       "   Bank  Bar  Baseball Field  Basketball Stadium  Beach  Beer Bar  Beer Store  \\\n",
       "0  0.00  0.0             0.0                 0.0    0.0       0.0    0.000000   \n",
       "1  0.05  0.0             0.0                 0.0    0.0       0.0    0.000000   \n",
       "2  0.00  0.0             0.0                 0.0    0.0       0.0    0.000000   \n",
       "3  0.00  0.0             0.0                 0.0    0.0       0.0    0.052632   \n",
       "4  0.00  0.0             0.0                 0.0    0.0       0.0    0.000000   \n",
       "\n",
       "   Belgian Restaurant  Bike Shop  Bistro  Bookstore  Boutique  Bowling Alley  \\\n",
       "0                 0.0        0.0     0.0        0.0       0.0            0.0   \n",
       "1                 0.0        0.0     0.0        0.0       0.0            0.0   \n",
       "2                 0.0        0.0     0.0        0.0       0.0            0.0   \n",
       "3                 0.0        0.0     0.0        0.0       0.0            0.0   \n",
       "4                 0.0        0.0     0.0        0.0       0.0            0.0   \n",
       "\n",
       "   Brazilian Restaurant  Breakfast Spot  Brewery  Bridal Shop  \\\n",
       "0                   0.0            0.00      0.0          0.0   \n",
       "1                   0.0            0.05      0.0          0.0   \n",
       "2                   0.0            0.00      0.0          0.0   \n",
       "3                   0.0            0.00      0.0          0.0   \n",
       "4                   0.0            0.00      0.0          0.0   \n",
       "\n",
       "   Bubble Tea Shop  Burger Joint  Burrito Place  Bus Line  Bus Station  \\\n",
       "0              0.0           0.0            0.0  0.000000          0.0   \n",
       "1              0.0           0.0            0.0  0.000000          0.0   \n",
       "2              0.0           0.0            0.0  0.000000          0.0   \n",
       "3              0.0           0.0            0.0  0.052632          0.0   \n",
       "4              0.0           0.0            0.0  0.000000          0.0   \n",
       "\n",
       "   Bus Stop  Business Service  Butcher  Café  Cajun / Creole Restaurant  \\\n",
       "0       0.0               0.0      0.0  0.05                        0.0   \n",
       "1       0.0               0.0      0.0  0.00                        0.0   \n",
       "2       0.0               0.0      0.0  0.00                        0.0   \n",
       "3       0.0               0.0      0.0  0.00                        0.0   \n",
       "4       0.0               0.0      0.0  0.00                        0.0   \n",
       "\n",
       "   Candy Store  Cantonese Restaurant  Caribbean Restaurant  Castle  Cemetery  \\\n",
       "0          0.0                  0.00              0.000000     0.0       0.0   \n",
       "1          0.0                  0.05              0.100000     0.0       0.0   \n",
       "2          0.0                  0.00              0.050000     0.0       0.0   \n",
       "3          0.0                  0.00              0.052632     0.0       0.0   \n",
       "4          0.0                  0.00              0.000000     0.0       0.0   \n",
       "\n",
       "   Cheese Shop  Chinese Restaurant  Chiropractor  Chocolate Shop  \\\n",
       "0          0.0                0.00           0.0             0.0   \n",
       "1          0.0                0.15           0.0             0.0   \n",
       "2          0.0                0.15           0.0             0.0   \n",
       "3          0.0                0.00           0.0             0.0   \n",
       "4          0.0                0.00           0.0             0.0   \n",
       "\n",
       "   Climbing Gym  Clothing Store  Cocktail Bar  Coffee Shop  College Gym  \\\n",
       "0           0.0             0.0           0.0     0.000000          0.0   \n",
       "1           0.0             0.0           0.0     0.000000          0.0   \n",
       "2           0.0             0.0           0.0     0.050000          0.0   \n",
       "3           0.0             0.0           0.0     0.052632          0.0   \n",
       "4           0.0             0.0           0.0     0.050000          0.0   \n",
       "\n",
       "   College Quad  College Rec Center  College Stadium  Comfort Food Restaurant  \\\n",
       "0           0.0                 0.0              0.0                      0.0   \n",
       "1           0.0                 0.0              0.0                      0.0   \n",
       "2           0.0                 0.0              0.0                      0.0   \n",
       "3           0.0                 0.0              0.0                      0.0   \n",
       "4           0.0                 0.0              0.0                      0.0   \n",
       "\n",
       "   Comic Shop  Concert Hall  Construction & Landscaping  Convenience Store  \\\n",
       "0         0.0          0.05                    0.000000                0.0   \n",
       "1         0.0          0.00                    0.000000                0.0   \n",
       "2         0.0          0.00                    0.000000                0.0   \n",
       "3         0.0          0.00                    0.052632                0.0   \n",
       "4         0.0          0.00                    0.000000                0.1   \n",
       "\n",
       "   Cosmetics Shop  Creperie  Cuban Restaurant  Curling Ice  Dance Studio  \\\n",
       "0             0.0       0.0               0.0          0.0           0.0   \n",
       "1             0.0       0.0               0.0          0.0           0.0   \n",
       "2             0.0       0.0               0.0          0.0           0.0   \n",
       "3             0.0       0.0               0.0          0.0           0.0   \n",
       "4             0.0       0.0               0.0          0.0           0.0   \n",
       "\n",
       "   Deli / Bodega  Dentist's Office  Department Store  Design Studio  \\\n",
       "0            0.0               0.0               0.0            0.0   \n",
       "1            0.0               0.0               0.0            0.0   \n",
       "2            0.0               0.0               0.0            0.0   \n",
       "3            0.0               0.0               0.0            0.0   \n",
       "4            0.0               0.0               0.0            0.0   \n",
       "\n",
       "   Dessert Shop  Dim Sum Restaurant  Diner  Discount Store  Dive Bar  Dog Run  \\\n",
       "0          0.00                 0.0    0.0             0.0       0.0      0.0   \n",
       "1          0.00                 0.0    0.0             0.0       0.0      0.0   \n",
       "2          0.05                 0.0    0.0             0.0       0.0      0.0   \n",
       "3          0.00                 0.0    0.0             0.0       0.0      0.0   \n",
       "4          0.00                 0.0    0.0             0.1       0.0      0.0   \n",
       "\n",
       "   Donut Shop  Drugstore  Eastern European Restaurant  Electronics Store  \\\n",
       "0        0.00        0.0                          0.0                0.0   \n",
       "1        0.00        0.0                          0.0                0.0   \n",
       "2        0.00        0.0                          0.0                0.0   \n",
       "3        0.00        0.0                          0.0                0.0   \n",
       "4        0.05        0.0                          0.0                0.0   \n",
       "\n",
       "   Empanada Restaurant  Ethiopian Restaurant  Event Space  Falafel Restaurant  \\\n",
       "0                  0.0                   0.0         0.00                 0.0   \n",
       "1                  0.0                   0.0         0.00                 0.0   \n",
       "2                  0.0                   0.0         0.05                 0.0   \n",
       "3                  0.0                   0.0         0.00                 0.0   \n",
       "4                  0.0                   0.0         0.00                 0.0   \n",
       "\n",
       "   Farm  Farmers Market  Fast Food Restaurant  Field  Filipino Restaurant  \\\n",
       "0   0.0             0.0              0.000000    0.0                  0.0   \n",
       "1   0.0             0.0              0.000000    0.0                  0.0   \n",
       "2   0.0             0.0              0.000000    0.0                  0.0   \n",
       "3   0.0             0.0              0.052632    0.0                  0.0   \n",
       "4   0.0             0.0              0.000000    0.0                  0.0   \n",
       "\n",
       "   Fish & Chips Shop  Fish Market  Flea Market  Flower Shop  Food  \\\n",
       "0                0.0          0.0          0.0          0.0   0.0   \n",
       "1                0.0          0.0          0.0          0.0   0.0   \n",
       "2                0.0          0.0          0.0          0.0   0.0   \n",
       "3                0.0          0.0          0.0          0.0   0.0   \n",
       "4                0.0          0.0          0.0          0.0   0.0   \n",
       "\n",
       "   Food & Drink Shop  Food Court  Food Truck  Fountain  French Restaurant  \\\n",
       "0                0.0        0.05         0.0       0.0                0.0   \n",
       "1                0.0        0.00         0.0       0.0                0.0   \n",
       "2                0.0        0.00         0.0       0.0                0.0   \n",
       "3                0.0        0.00         0.0       0.0                0.0   \n",
       "4                0.0        0.00         0.0       0.0                0.0   \n",
       "\n",
       "   Fried Chicken Joint  Frozen Yogurt Shop  Fruit & Vegetable Store  \\\n",
       "0             0.000000                 0.0                      0.0   \n",
       "1             0.000000                 0.0                      0.0   \n",
       "2             0.000000                 0.0                      0.0   \n",
       "3             0.052632                 0.0                      0.0   \n",
       "4             0.000000                 0.0                      0.0   \n",
       "\n",
       "   Furniture / Home Store  Gaming Cafe  Garden  Gas Station  Gastropub  \\\n",
       "0                     0.0          0.0     0.0         0.00        0.0   \n",
       "1                     0.0          0.0     0.0         0.00        0.0   \n",
       "2                     0.0          0.0     0.0         0.00        0.0   \n",
       "3                     0.0          0.0     0.0         0.00        0.0   \n",
       "4                     0.0          0.0     0.0         0.05        0.0   \n",
       "\n",
       "   Gay Bar  General Entertainment  Gift Shop  Golf Course  Golf Driving Range  \\\n",
       "0      0.0                    0.0        0.0          0.0                 0.0   \n",
       "1      0.0                    0.0        0.0          0.0                 0.0   \n",
       "2      0.0                    0.0        0.0          0.0                 0.0   \n",
       "3      0.0                    0.0        0.0          0.0                 0.0   \n",
       "4      0.0                    0.0        0.0          0.0                 0.0   \n",
       "\n",
       "   Gourmet Shop  Greek Restaurant  Grocery Store   Gym  Gym / Fitness Center  \\\n",
       "0           0.0              0.05       0.000000  0.00                  0.05   \n",
       "1           0.0              0.00       0.000000  0.00                  0.00   \n",
       "2           0.0              0.00       0.000000  0.05                  0.00   \n",
       "3           0.0              0.00       0.157895  0.00                  0.00   \n",
       "4           0.0              0.00       0.050000  0.05                  0.00   \n",
       "\n",
       "   Gym Pool  Hakka Restaurant  Harbor / Marina  Hardware Store  \\\n",
       "0  0.000000               0.0              0.0        0.000000   \n",
       "1  0.000000               0.0              0.0        0.000000   \n",
       "2  0.000000               0.0              0.0        0.000000   \n",
       "3  0.052632               0.0              0.0        0.052632   \n",
       "4  0.000000               0.0              0.0        0.000000   \n",
       "\n",
       "   Health Food Store  Historic Site  History Museum  Hobby Shop  Hockey Arena  \\\n",
       "0                0.0            0.0             0.0        0.00           0.0   \n",
       "1                0.0            0.0             0.0        0.00           0.0   \n",
       "2                0.0            0.0             0.0        0.05           0.0   \n",
       "3                0.0            0.0             0.0        0.00           0.0   \n",
       "4                0.0            0.0             0.0        0.00           0.0   \n",
       "\n",
       "   Hookah Bar  Hostel  Hot Dog Joint  Hotel  Hotpot Restaurant  IT Services  \\\n",
       "0         0.0     0.0            0.0   0.05                0.0          0.0   \n",
       "1         0.0     0.0            0.0   0.00                0.0          0.0   \n",
       "2         0.0     0.0            0.0   0.00                0.0          0.0   \n",
       "3         0.0     0.0            0.0   0.00                0.0          0.0   \n",
       "4         0.0     0.0            0.0   0.00                0.0          0.0   \n",
       "\n",
       "   Ice Cream Shop  Indian Restaurant  Indie Movie Theater  \\\n",
       "0             0.0               0.00                  0.0   \n",
       "1             0.0               0.05                  0.0   \n",
       "2             0.0               0.00                  0.0   \n",
       "3             0.0               0.00                  0.0   \n",
       "4             0.0               0.00                  0.0   \n",
       "\n",
       "   Indonesian Restaurant  Intersection  Italian Restaurant  \\\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",
       "   Japanese Restaurant  Jazz Club  Jewelry Store  Jewish Restaurant  \\\n",
       "0                  0.0        0.0            0.0                0.0   \n",
       "1                  0.0        0.0            0.0                0.0   \n",
       "2                  0.0        0.0            0.0                0.0   \n",
       "3                  0.0        0.0            0.0                0.0   \n",
       "4                  0.0        0.0            0.0                0.0   \n",
       "\n",
       "   Juice Bar  Kitchen Supply Store  Korean Restaurant  Lake  \\\n",
       "0        0.0                   0.0               0.00   0.0   \n",
       "1        0.0                   0.0               0.00   0.0   \n",
       "2        0.0                   0.0               0.05   0.0   \n",
       "3        0.0                   0.0               0.00   0.0   \n",
       "4        0.0                   0.0               0.00   0.0   \n",
       "\n",
       "   Latin American Restaurant  Laundry Service  Lingerie Store  Liquor Store  \\\n",
       "0                       0.00              0.0             0.0           0.0   \n",
       "1                       0.05              0.0             0.0           0.0   \n",
       "2                       0.00              0.0             0.0           0.0   \n",
       "3                       0.00              0.0             0.0           0.0   \n",
       "4                       0.00              0.0             0.0           0.0   \n",
       "\n",
       "   Lounge  Malay Restaurant  Market  Massage Studio  Mediterranean Restaurant  \\\n",
       "0    0.05              0.00     0.0             0.0                       0.0   \n",
       "1    0.05              0.05     0.0             0.0                       0.0   \n",
       "2    0.00              0.05     0.0             0.0                       0.0   \n",
       "3    0.00              0.00     0.0             0.0                       0.0   \n",
       "4    0.00              0.00     0.0             0.0                       0.0   \n",
       "\n",
       "   Men's Store  Metro Station  Mexican Restaurant  Middle Eastern Restaurant  \\\n",
       "0          0.0            0.0                 0.0                        0.0   \n",
       "1          0.0            0.0                 0.0                        0.0   \n",
       "2          0.0            0.0                 0.0                        0.0   \n",
       "3          0.0            0.0                 0.0                        0.0   \n",
       "4          0.0            0.0                 0.0                        0.0   \n",
       "\n",
       "   Miscellaneous Shop  Mobile Phone Shop  Modern European Restaurant  \\\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",
       "   Moroccan Restaurant  Movie Theater  Moving Target  Museum  Music Store  \\\n",
       "0                 0.00            0.0            0.0     0.0          0.0   \n",
       "1                 0.00            0.0            0.0     0.0          0.0   \n",
       "2                 0.00            0.0            0.0     0.0          0.0   \n",
       "3                 0.00            0.0            0.0     0.0          0.0   \n",
       "4                 0.05            0.0            0.0     0.0          0.0   \n",
       "\n",
       "   Music Venue  Nail Salon  New American Restaurant  Noodle House  Office  \\\n",
       "0          0.0         0.0                      0.0          0.00     0.0   \n",
       "1          0.0         0.0                      0.0          0.05     0.0   \n",
       "2          0.0         0.0                      0.0          0.05     0.0   \n",
       "3          0.0         0.0                      0.0          0.00     0.0   \n",
       "4          0.0         0.0                      0.0          0.00     0.0   \n",
       "\n",
       "   Opera House  Optical Shop  Organic Grocery  Other Great Outdoors  \\\n",
       "0         0.05           0.0              0.0                   0.0   \n",
       "1         0.00           0.0              0.0                   0.0   \n",
       "2         0.00           0.0              0.0                   0.0   \n",
       "3         0.00           0.0              0.0                   0.0   \n",
       "4         0.00           0.0              0.0                   0.0   \n",
       "\n",
       "   Other Repair Shop  Pakistani Restaurant  Paper / Office Supplies Store  \\\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",
       "       Park  Pastry Shop  Performing Arts Venue  Persian Restaurant  \\\n",
       "0  0.000000          0.0                    0.0                 0.0   \n",
       "1  0.000000          0.0                    0.0                 0.0   \n",
       "2  0.050000          0.0                    0.0                 0.0   \n",
       "3  0.052632          0.0                    0.0                 0.0   \n",
       "4  0.050000          0.0                    0.0                 0.0   \n",
       "\n",
       "   Pet Store  Pharmacy  Pie Shop  Pilates Studio  Pizza Place  Playground  \\\n",
       "0        0.0  0.000000       0.0             0.0     0.050000         0.0   \n",
       "1        0.0  0.000000       0.0             0.0     0.000000         0.0   \n",
       "2        0.0  0.050000       0.0             0.0     0.100000         0.0   \n",
       "3        0.0  0.052632       0.0             0.0     0.157895         0.0   \n",
       "4        0.0  0.100000       0.0             0.0     0.100000         0.0   \n",
       "\n",
       "   Plaza  Pool  Pool Hall  Portuguese Restaurant   Pub  Ramen Restaurant  \\\n",
       "0   0.05  0.00        0.0                    0.0  0.00               0.0   \n",
       "1   0.00  0.05        0.0                    0.0  0.00               0.0   \n",
       "2   0.00  0.00        0.0                    0.0  0.00               0.0   \n",
       "3   0.00  0.00        0.0                    0.0  0.00               0.0   \n",
       "4   0.00  0.05        0.0                    0.0  0.05               0.0   \n",
       "\n",
       "   Record Shop  Recreation Center  Rental Car Location  \\\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",
       "   Residential Building (Apartment / Condo)  Restaurant  Road  \\\n",
       "0                                       0.0        0.00   0.0   \n",
       "1                                       0.0        0.05   0.0   \n",
       "2                                       0.0        0.00   0.0   \n",
       "3                                       0.0        0.00   0.0   \n",
       "4                                       0.0        0.00   0.0   \n",
       "\n",
       "   Rock Climbing Spot  Salad Place  Salon / Barbershop  Sandwich Place  \\\n",
       "0                 0.0          0.0                 0.0        0.000000   \n",
       "1                 0.0          0.0                 0.0        0.000000   \n",
       "2                 0.0          0.0                 0.0        0.000000   \n",
       "3                 0.0          0.0                 0.0        0.052632   \n",
       "4                 0.0          0.0                 0.0        0.050000   \n",
       "\n",
       "   Scenic Lookout  Sculpture Garden  Seafood Restaurant  Shoe Store  \\\n",
       "0             0.0               0.0                0.00         0.0   \n",
       "1             0.0               0.0                0.05         0.0   \n",
       "2             0.0               0.0                0.00         0.0   \n",
       "3             0.0               0.0                0.00         0.0   \n",
       "4             0.0               0.0                0.00         0.0   \n",
       "\n",
       "   Shop & Service  Shopping Mall  Shopping Plaza  Skating Rink  Ski Chalet  \\\n",
       "0            0.00            0.0             0.0          0.00         0.0   \n",
       "1            0.00            0.0             0.0          0.00         0.0   \n",
       "2            0.05            0.0             0.0          0.00         0.0   \n",
       "3            0.00            0.0             0.0          0.00         0.0   \n",
       "4            0.00            0.0             0.0          0.05         0.0   \n",
       "\n",
       "   Smoke Shop  Snack Place  Soccer Field  Soccer Stadium  \\\n",
       "0        0.05          0.0           0.0             0.0   \n",
       "1        0.00          0.0           0.0             0.0   \n",
       "2        0.00          0.0           0.0             0.0   \n",
       "3        0.00          0.0           0.0             0.0   \n",
       "4        0.00          0.0           0.0             0.0   \n",
       "\n",
       "   South American Restaurant  Spa  Speakeasy  Sporting Goods Shop  Sports Bar  \\\n",
       "0                        0.0  0.0       0.05                  0.0         0.0   \n",
       "1                        0.0  0.0       0.00                  0.0         0.0   \n",
       "2                        0.0  0.0       0.00                  0.0         0.0   \n",
       "3                        0.0  0.0       0.00                  0.0         0.0   \n",
       "4                        0.0  0.0       0.00                  0.0         0.0   \n",
       "\n",
       "   Sports Club  Sri Lankan Restaurant  Stationery Store  Steakhouse  \\\n",
       "0          0.0                   0.00               0.0         0.1   \n",
       "1          0.0                   0.05               0.0         0.0   \n",
       "2          0.0                   0.00               0.0         0.0   \n",
       "3          0.0                   0.00               0.0         0.0   \n",
       "4          0.0                   0.00               0.0         0.0   \n",
       "\n",
       "   Storage Facility  Supermarket  Supplement Shop  Sushi Restaurant  \\\n",
       "0               0.0         0.00              0.0              0.05   \n",
       "1               0.0         0.05              0.0              0.05   \n",
       "2               0.0         0.00              0.0              0.00   \n",
       "3               0.0         0.00              0.0              0.00   \n",
       "4               0.0         0.00              0.0              0.00   \n",
       "\n",
       "   Taco Place  Tapas Restaurant  Tea Room  Tennis Court  Thai Restaurant  \\\n",
       "0         0.0               0.0       0.0           0.0              0.0   \n",
       "1         0.0               0.0       0.0           0.0              0.0   \n",
       "2         0.0               0.0       0.0           0.0              0.0   \n",
       "3         0.0               0.0       0.0           0.0              0.0   \n",
       "4         0.0               0.0       0.0           0.0              0.0   \n",
       "\n",
       "   Theater  Theme Restaurant  Toy / Game Store  Track  Trail  Train Station  \\\n",
       "0      0.0               0.0               0.0    0.0   0.00            0.0   \n",
       "1      0.0               0.0               0.0    0.0   0.00            0.0   \n",
       "2      0.0               0.0               0.0    0.0   0.00            0.0   \n",
       "3      0.0               0.0               0.0    0.0   0.00            0.0   \n",
       "4      0.0               0.0               0.0    0.0   0.05            0.0   \n",
       "\n",
       "   Transportation Service  Turkish Restaurant  Vegetarian / Vegan Restaurant  \\\n",
       "0                     0.0                 0.0                           0.05   \n",
       "1                     0.0                 0.0                           0.00   \n",
       "2                     0.0                 0.0                           0.05   \n",
       "3                     0.0                 0.0                           0.00   \n",
       "4                     0.0                 0.0                           0.00   \n",
       "\n",
       "   Video Store  Vietnamese Restaurant  Warehouse Store  Wine Bar  Wine Shop  \\\n",
       "0     0.000000                    0.0              0.0       0.0        0.0   \n",
       "1     0.000000                    0.0              0.0       0.0        0.0   \n",
       "2     0.000000                    0.0              0.0       0.0        0.0   \n",
       "3     0.052632                    0.0              0.0       0.0        0.0   \n",
       "4     0.000000                    0.0              0.0       0.0        0.0   \n",
       "\n",
       "   Wings Joint  Women's Store  Yoga Studio  \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  "
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_onehot = toronto_onehot.groupby('Neighborhood').mean().reset_index()\n",
    "toronto_onehot.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
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       "      <td>Adelaide, King, Richmond</td>\n",
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       "      <td>Agincourt</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Agincourt North, L'Amoreaux East, Milliken, St...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Albion Gardens, Beaumond Heights, Humbergate, ...</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alderwood, Long Branch</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bathurst Manor, Downsview North, Wilson Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Bayview Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Bedford Park, Lawrence Manor East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Berczy Park</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>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Birch Cliff, Cliffside West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Bloordale Gardens, Eringate, Markland Wood, Ol...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>CFB Toronto, Downsview East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>CN Tower, Bathurst Quay, Island airport, Harbo...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Cabbagetown, St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Caledonia-Fairbanks</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Canada Post Gateway Processing Centre</td>\n",
       "      <td>0.050000</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Chinatown, Grange Park, Kensington Market</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Clairlea, Golden Mile, Oakridge</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Clarks Corners, Sullivan, Tam O'Shanter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Cliffcrest, Cliffside, Scarborough Village West</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Cloverdale, Islington, Martin Grove, Princess ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Davisville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Davisville North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Del Ray, Keelesdale, Mount Dennis, Silverthorn</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Don Mills North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Dorset Park, Scarborough Town Centre, Wexford ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Downsview Central</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Downsview Northwest</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Downsview West</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>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Downsview, North Park, Upwood Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>East Birchmount Park, Ionview, Kennedy Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Emery, Humberlea</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Fairview, Henry Farm, Oriole</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>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Flemingdon Park, Don Mills South</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Forest Hill North, Forest Hill West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Glencairn</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Guildwood, Morningside, West Hill</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Harbord, University of Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Harbourfront</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Harbourfront East, Toronto Islands, Union Station</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>High Park, The Junction South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>0.200000</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Hillcrest Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Humber Bay Shores, Mimico South, New Toronto</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Humber Bay, King's Mill Park, Kingsway Park So...</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Humber Summit</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Humewood-Cedarvale</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Kingsview Village, Martin Grove Gardens, Richv...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Kingsway Park South West, Mimico NW, The Queen...</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>L'Amoreaux West</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Lawrence Heights, Lawrence Manor</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Leaside</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Little Portugal, Trinity</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Maryvale, Wexford</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Newtonbrook, Willowdale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Northwest</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>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Northwood Park, York University</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Parkdale, Roncesvalles</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Parkwoods</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Rosedale</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Roselawn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Ryerson, Garden District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Scarborough Village</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Silver Hills, York Mills</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Studio District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>The Annex, North Midtown, Yorkville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>The Beaches West, India Bazaar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>The Danforth West, Riverdale</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>The Junction North, Runnymede</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>The Kingsway, Montgomery Road, Old Mill North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Thorncliffe Park</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Victoria Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Westmount</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Weston</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Willowdale South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Willowdale West</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Woburn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Woodbine Gardens, Parkview Hill</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Woodbine Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>York Mills West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Neighborhood  Breakfast Spot  \\\n",
       "0                             Adelaide, King, Richmond        0.000000   \n",
       "1                                            Agincourt        0.050000   \n",
       "2    Agincourt North, L'Amoreaux East, Milliken, St...        0.000000   \n",
       "3    Albion Gardens, Beaumond Heights, Humbergate, ...        0.000000   \n",
       "4                               Alderwood, Long Branch        0.000000   \n",
       "5      Bathurst Manor, Downsview North, Wilson Heights        0.000000   \n",
       "6                                      Bayview Village        0.000000   \n",
       "7                    Bedford Park, Lawrence Manor East        0.000000   \n",
       "8                                          Berczy Park        0.000000   \n",
       "9                          Birch Cliff, Cliffside West        0.000000   \n",
       "10   Bloordale Gardens, Eringate, Markland Wood, Ol...        0.000000   \n",
       "11        Brockton, Exhibition Place, Parkdale Village        0.050000   \n",
       "12   Business Reply Mail Processing Centre 969 Eastern        0.000000   \n",
       "13                         CFB Toronto, Downsview East        0.000000   \n",
       "14   CN Tower, Bathurst Quay, Island airport, Harbo...        0.000000   \n",
       "15                         Cabbagetown, St. James Town        0.000000   \n",
       "16                                 Caledonia-Fairbanks        0.000000   \n",
       "17               Canada Post Gateway Processing Centre        0.050000   \n",
       "18                                           Cedarbrae        0.000000   \n",
       "19                                  Central Bay Street        0.000000   \n",
       "20           Chinatown, Grange Park, Kensington Market        0.000000   \n",
       "21                                            Christie        0.000000   \n",
       "22                                Church and Wellesley        0.050000   \n",
       "23                     Clairlea, Golden Mile, Oakridge        0.000000   \n",
       "24             Clarks Corners, Sullivan, Tam O'Shanter        0.000000   \n",
       "25     Cliffcrest, Cliffside, Scarborough Village West        0.000000   \n",
       "26   Cloverdale, Islington, Martin Grove, Princess ...        0.000000   \n",
       "27                      Commerce Court, Victoria Hotel        0.000000   \n",
       "28                                          Davisville        0.000000   \n",
       "29                                    Davisville North        0.050000   \n",
       "30   Deer Park, Forest Hill SE, Rathnelly, South Hi...        0.050000   \n",
       "31      Del Ray, Keelesdale, Mount Dennis, Silverthorn        0.000000   \n",
       "32            Design Exchange, Toronto Dominion Centre        0.000000   \n",
       "33                                     Don Mills North        0.050000   \n",
       "34   Dorset Park, Scarborough Town Centre, Wexford ...        0.000000   \n",
       "35                        Dovercourt Village, Dufferin        0.000000   \n",
       "36                                   Downsview Central        0.000000   \n",
       "37                                 Downsview Northwest        0.000000   \n",
       "38                                      Downsview West        0.000000   \n",
       "39                  Downsview, North Park, Upwood Park        0.000000   \n",
       "40         East Birchmount Park, Ionview, Kennedy Park        0.000000   \n",
       "41                                        East Toronto        0.000000   \n",
       "42                                    Emery, Humberlea        0.000000   \n",
       "43                        Fairview, Henry Farm, Oriole        0.000000   \n",
       "44              First Canadian Place, Underground city        0.000000   \n",
       "45                    Flemingdon Park, Don Mills South        0.000000   \n",
       "46                 Forest Hill North, Forest Hill West        0.000000   \n",
       "47                                           Glencairn        0.000000   \n",
       "48                   Guildwood, Morningside, West Hill        0.000000   \n",
       "49                      Harbord, University of Toronto        0.000000   \n",
       "50                                        Harbourfront        0.100000   \n",
       "51   Harbourfront East, Toronto Islands, Union Station        0.000000   \n",
       "52                       High Park, The Junction South        0.000000   \n",
       "53              Highland Creek, Rouge Hill, Port Union        0.200000   \n",
       "54                                   Hillcrest Village        0.000000   \n",
       "55        Humber Bay Shores, Mimico South, New Toronto        0.055556   \n",
       "56   Humber Bay, King's Mill Park, Kingsway Park So...        0.000000   \n",
       "57                                       Humber Summit        0.000000   \n",
       "58                                  Humewood-Cedarvale        0.000000   \n",
       "59   Kingsview Village, Martin Grove Gardens, Richv...        0.000000   \n",
       "60   Kingsway Park South West, Mimico NW, The Queen...        0.000000   \n",
       "61                                     L'Amoreaux West        0.050000   \n",
       "62                    Lawrence Heights, Lawrence Manor        0.000000   \n",
       "63                                       Lawrence Park        0.000000   \n",
       "64                                             Leaside        0.000000   \n",
       "65                            Little Portugal, Trinity        0.000000   \n",
       "66                                   Maryvale, Wexford        0.050000   \n",
       "67                         Moore Park, Summerhill East        0.050000   \n",
       "68                             Newtonbrook, Willowdale        0.000000   \n",
       "69                                  North Toronto West        0.000000   \n",
       "70                                           Northwest        0.000000   \n",
       "71                     Northwood Park, York University        0.000000   \n",
       "72                              Parkdale, Roncesvalles        0.000000   \n",
       "73                                           Parkwoods        0.000000   \n",
       "74                                        Queen's Park        0.000000   \n",
       "75                                            Rosedale        0.050000   \n",
       "76                                            Roselawn        0.000000   \n",
       "77                                      Rouge, Malvern        0.000000   \n",
       "78                                  Runnymede, Swansea        0.000000   \n",
       "79                            Ryerson, Garden District        0.000000   \n",
       "80                                 Scarborough Village        0.000000   \n",
       "81                            Silver Hills, York Mills        0.000000   \n",
       "82                                      St. James Town        0.000000   \n",
       "83                     Stn A PO Boxes 25 The Esplanade        0.000000   \n",
       "84                                     Studio District        0.000000   \n",
       "85                 The Annex, North Midtown, Yorkville        0.000000   \n",
       "86                                         The Beaches        0.050000   \n",
       "87                      The Beaches West, India Bazaar        0.000000   \n",
       "88                        The Danforth West, Riverdale        0.000000   \n",
       "89                       The Junction North, Runnymede        0.000000   \n",
       "90       The Kingsway, Montgomery Road, Old Mill North        0.050000   \n",
       "91                                    Thorncliffe Park        0.000000   \n",
       "92                                    Victoria Village        0.000000   \n",
       "93                                           Westmount        0.055556   \n",
       "94                                              Weston        0.062500   \n",
       "95                                    Willowdale South        0.000000   \n",
       "96                                     Willowdale West        0.000000   \n",
       "97                                              Woburn        0.000000   \n",
       "98                     Woodbine Gardens, Parkview Hill        0.050000   \n",
       "99                                    Woodbine Heights        0.000000   \n",
       "100                                    York Mills West        0.000000   \n",
       "\n",
       "     Bubble Tea Shop      Café  Cantonese Restaurant  Chinese Restaurant  \\\n",
       "0            0.00000  0.050000                  0.00            0.000000   \n",
       "1            0.00000  0.000000                  0.05            0.150000   \n",
       "2            0.00000  0.000000                  0.00            0.150000   \n",
       "3            0.00000  0.000000                  0.00            0.000000   \n",
       "4            0.00000  0.000000                  0.00            0.000000   \n",
       "5            0.00000  0.000000                  0.00            0.000000   \n",
       "6            0.00000  0.066667                  0.00            0.066667   \n",
       "7            0.00000  0.050000                  0.00            0.000000   \n",
       "8            0.00000  0.000000                  0.00            0.000000   \n",
       "9            0.00000  0.090909                  0.00            0.000000   \n",
       "10           0.00000  0.055556                  0.00            0.000000   \n",
       "11           0.00000  0.050000                  0.00            0.000000   \n",
       "12           0.00000  0.000000                  0.00            0.000000   \n",
       "13           0.00000  0.050000                  0.00            0.050000   \n",
       "14           0.00000  0.125000                  0.00            0.000000   \n",
       "15           0.00000  0.100000                  0.00            0.000000   \n",
       "16           0.00000  0.052632                  0.00            0.000000   \n",
       "17           0.00000  0.000000                  0.00            0.000000   \n",
       "18           0.00000  0.000000                  0.00            0.050000   \n",
       "19           0.05000  0.000000                  0.00            0.000000   \n",
       "20           0.00000  0.150000                  0.00            0.000000   \n",
       "21           0.00000  0.100000                  0.00            0.000000   \n",
       "22           0.05000  0.000000                  0.00            0.000000   \n",
       "23           0.00000  0.000000                  0.00            0.000000   \n",
       "24           0.00000  0.000000                  0.05            0.050000   \n",
       "25           0.00000  0.000000                  0.00            0.000000   \n",
       "26           0.00000  0.071429                  0.00            0.000000   \n",
       "27           0.00000  0.250000                  0.00            0.000000   \n",
       "28           0.00000  0.100000                  0.00            0.000000   \n",
       "29           0.00000  0.150000                  0.00            0.000000   \n",
       "30           0.00000  0.100000                  0.00            0.000000   \n",
       "31           0.00000  0.000000                  0.00            0.000000   \n",
       "32           0.00000  0.150000                  0.00            0.000000   \n",
       "33           0.00000  0.050000                  0.00            0.000000   \n",
       "34           0.00000  0.000000                  0.00            0.100000   \n",
       "35           0.00000  0.200000                  0.00            0.000000   \n",
       "36           0.00000  0.000000                  0.00            0.000000   \n",
       "37           0.00000  0.000000                  0.00            0.000000   \n",
       "38           0.00000  0.000000                  0.00            0.000000   \n",
       "39           0.00000  0.000000                  0.00            0.090909   \n",
       "40           0.00000  0.000000                  0.00            0.050000   \n",
       "41           0.00000  0.100000                  0.00            0.000000   \n",
       "42           0.00000  0.000000                  0.00            0.000000   \n",
       "43           0.00000  0.000000                  0.00            0.000000   \n",
       "44           0.00000  0.200000                  0.00            0.000000   \n",
       "45           0.00000  0.000000                  0.00            0.000000   \n",
       "46           0.00000  0.100000                  0.00            0.000000   \n",
       "47           0.00000  0.000000                  0.00            0.000000   \n",
       "48           0.00000  0.000000                  0.00            0.000000   \n",
       "49           0.00000  0.050000                  0.00            0.000000   \n",
       "50           0.00000  0.000000                  0.00            0.000000   \n",
       "51           0.00000  0.050000                  0.00            0.000000   \n",
       "52           0.00000  0.050000                  0.00            0.000000   \n",
       "53           0.00000  0.000000                  0.00            0.000000   \n",
       "54           0.00000  0.000000                  0.00            0.050000   \n",
       "55           0.00000  0.055556                  0.00            0.000000   \n",
       "56           0.00000  0.000000                  0.00            0.000000   \n",
       "57           0.00000  0.000000                  0.00            0.000000   \n",
       "58           0.00000  0.000000                  0.00            0.000000   \n",
       "59           0.00000  0.000000                  0.00            0.071429   \n",
       "60           0.00000  0.000000                  0.00            0.000000   \n",
       "61           0.05000  0.000000                  0.00            0.100000   \n",
       "62           0.00000  0.000000                  0.00            0.000000   \n",
       "63           0.00000  0.200000                  0.00            0.000000   \n",
       "64           0.00000  0.000000                  0.00            0.000000   \n",
       "65           0.00000  0.000000                  0.00            0.000000   \n",
       "66           0.00000  0.000000                  0.00            0.000000   \n",
       "67           0.00000  0.100000                  0.00            0.000000   \n",
       "68           0.00000  0.150000                  0.00            0.000000   \n",
       "69           0.00000  0.050000                  0.00            0.050000   \n",
       "70           0.00000  0.000000                  0.00            0.000000   \n",
       "71           0.00000  0.000000                  0.00            0.050000   \n",
       "72           0.00000  0.000000                  0.00            0.000000   \n",
       "73           0.00000  0.050000                  0.00            0.050000   \n",
       "74           0.03125  0.031250                  0.00            0.000000   \n",
       "75           0.00000  0.000000                  0.00            0.000000   \n",
       "76           0.00000  0.050000                  0.00            0.000000   \n",
       "77           0.00000  0.000000                  0.00            0.062500   \n",
       "78           0.00000  0.150000                  0.00            0.000000   \n",
       "79           0.00000  0.050000                  0.00            0.000000   \n",
       "80           0.00000  0.000000                  0.00            0.000000   \n",
       "81           0.00000  0.000000                  0.00            0.000000   \n",
       "82           0.00000  0.050000                  0.00            0.000000   \n",
       "83           0.00000  0.100000                  0.00            0.000000   \n",
       "84           0.00000  0.100000                  0.00            0.000000   \n",
       "85           0.00000  0.100000                  0.00            0.000000   \n",
       "86           0.00000  0.000000                  0.00            0.000000   \n",
       "87           0.00000  0.050000                  0.00            0.000000   \n",
       "88           0.00000  0.000000                  0.00            0.000000   \n",
       "89           0.00000  0.050000                  0.00            0.000000   \n",
       "90           0.00000  0.000000                  0.00            0.000000   \n",
       "91           0.00000  0.000000                  0.00            0.000000   \n",
       "92           0.00000  0.083333                  0.00            0.000000   \n",
       "93           0.00000  0.000000                  0.00            0.055556   \n",
       "94           0.00000  0.000000                  0.00            0.000000   \n",
       "95           0.05000  0.100000                  0.00            0.000000   \n",
       "96           0.00000  0.000000                  0.00            0.000000   \n",
       "97           0.00000  0.000000                  0.00            0.111111   \n",
       "98           0.00000  0.050000                  0.00            0.000000   \n",
       "99           0.00000  0.000000                  0.00            0.000000   \n",
       "100          0.00000  0.000000                  0.00            0.050000   \n",
       "\n",
       "     Coffee Shop  Tea Room  \n",
       "0       0.000000      0.00  \n",
       "1       0.000000      0.00  \n",
       "2       0.050000      0.00  \n",
       "3       0.052632      0.00  \n",
       "4       0.050000      0.00  \n",
       "5       0.100000      0.00  \n",
       "6       0.000000      0.00  \n",
       "7       0.150000      0.00  \n",
       "8       0.000000      0.05  \n",
       "9       0.000000      0.00  \n",
       "10      0.111111      0.00  \n",
       "11      0.100000      0.05  \n",
       "12      0.000000      0.00  \n",
       "13      0.150000      0.00  \n",
       "14      0.187500      0.00  \n",
       "15      0.000000      0.00  \n",
       "16      0.052632      0.00  \n",
       "17      0.000000      0.00  \n",
       "18      0.150000      0.00  \n",
       "19      0.200000      0.05  \n",
       "20      0.050000      0.00  \n",
       "21      0.150000      0.00  \n",
       "22      0.000000      0.00  \n",
       "23      0.100000      0.00  \n",
       "24      0.050000      0.00  \n",
       "25      0.000000      0.00  \n",
       "26      0.000000      0.00  \n",
       "27      0.100000      0.05  \n",
       "28      0.050000      0.00  \n",
       "29      0.100000      0.05  \n",
       "30      0.050000      0.05  \n",
       "31      0.000000      0.00  \n",
       "32      0.200000      0.00  \n",
       "33      0.100000      0.00  \n",
       "34      0.100000      0.00  \n",
       "35      0.150000      0.00  \n",
       "36      0.000000      0.00  \n",
       "37      0.100000      0.00  \n",
       "38      0.111111      0.00  \n",
       "39      0.181818      0.00  \n",
       "40      0.150000      0.00  \n",
       "41      0.000000      0.00  \n",
       "42      0.000000      0.00  \n",
       "43      0.100000      0.05  \n",
       "44      0.150000      0.00  \n",
       "45      0.050000      0.00  \n",
       "46      0.100000      0.00  \n",
       "47      0.100000      0.00  \n",
       "48      0.050000      0.00  \n",
       "49      0.000000      0.00  \n",
       "50      0.250000      0.00  \n",
       "51      0.000000      0.00  \n",
       "52      0.000000      0.00  \n",
       "53      0.000000      0.00  \n",
       "54      0.100000      0.00  \n",
       "55      0.000000      0.00  \n",
       "56      0.000000      0.00  \n",
       "57      0.000000      0.00  \n",
       "58      0.100000      0.00  \n",
       "59      0.071429      0.00  \n",
       "60      0.000000      0.00  \n",
       "61      0.100000      0.00  \n",
       "62      0.050000      0.00  \n",
       "63      0.100000      0.00  \n",
       "64      0.050000      0.00  \n",
       "65      0.000000      0.00  \n",
       "66      0.050000      0.00  \n",
       "67      0.050000      0.05  \n",
       "68      0.100000      0.00  \n",
       "69      0.100000      0.05  \n",
       "70      0.250000      0.00  \n",
       "71      0.150000      0.00  \n",
       "72      0.050000      0.00  \n",
       "73      0.050000      0.00  \n",
       "74      0.156250      0.00  \n",
       "75      0.100000      0.00  \n",
       "76      0.100000      0.00  \n",
       "77      0.062500      0.00  \n",
       "78      0.100000      0.05  \n",
       "79      0.100000      0.05  \n",
       "80      0.083333      0.00  \n",
       "81      0.000000      0.00  \n",
       "82      0.100000      0.00  \n",
       "83      0.000000      0.05  \n",
       "84      0.100000      0.00  \n",
       "85      0.050000      0.00  \n",
       "86      0.050000      0.00  \n",
       "87      0.000000      0.00  \n",
       "88      0.000000      0.00  \n",
       "89      0.100000      0.00  \n",
       "90      0.050000      0.00  \n",
       "91      0.050000      0.00  \n",
       "92      0.166667      0.00  \n",
       "93      0.055556      0.00  \n",
       "94      0.125000      0.00  \n",
       "95      0.050000      0.00  \n",
       "96      0.083333      0.00  \n",
       "97      0.222222      0.00  \n",
       "98      0.100000      0.00  \n",
       "99      0.100000      0.00  \n",
       "100     0.150000      0.00  "
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_onehot[['Neighborhood','Breakfast Spot','Bubble Tea Shop','Café','Cantonese Restaurant','Chinese Restaurant','Coffee Shop','Tea Room']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "toronto_tea = toronto_onehot[['Neighborhood', 'Breakfast Spot', 'Bubble Tea Shop', 'Café', 'Cantonese Restaurant', 'Chinese Restaurant', 'Coffee Shop', 'Tea Room']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "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>Neighborhood</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>Tea Room</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Adelaide, King, Richmond</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Agincourt</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Agincourt North, L'Amoreaux East, Milliken, St...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Albion Gardens, Beaumond Heights, Humbergate, ...</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alderwood, Long Branch</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bathurst Manor, Downsview North, Wilson Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Bayview Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Bedford Park, Lawrence Manor East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Berczy Park</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>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Birch Cliff, Cliffside West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Bloordale Gardens, Eringate, Markland Wood, Ol...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>CFB Toronto, Downsview East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>CN Tower, Bathurst Quay, Island airport, Harbo...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Cabbagetown, St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Caledonia-Fairbanks</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Canada Post Gateway Processing Centre</td>\n",
       "      <td>0.050000</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Chinatown, Grange Park, Kensington Market</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Clairlea, Golden Mile, Oakridge</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Clarks Corners, Sullivan, Tam O'Shanter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Cliffcrest, Cliffside, Scarborough Village West</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Cloverdale, Islington, Martin Grove, Princess ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Davisville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Davisville North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Del Ray, Keelesdale, Mount Dennis, Silverthorn</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Don Mills North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Dorset Park, Scarborough Town Centre, Wexford ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Downsview Central</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Downsview Northwest</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Downsview West</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>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Downsview, North Park, Upwood Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>East Birchmount Park, Ionview, Kennedy Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Emery, Humberlea</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Fairview, Henry Farm, Oriole</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>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Flemingdon Park, Don Mills South</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Forest Hill North, Forest Hill West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Glencairn</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Guildwood, Morningside, West Hill</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Harbord, University of Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Harbourfront</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Harbourfront East, Toronto Islands, Union Station</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>High Park, The Junction South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>0.200000</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Hillcrest Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Humber Bay Shores, Mimico South, New Toronto</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Humber Bay, King's Mill Park, Kingsway Park So...</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Humber Summit</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Humewood-Cedarvale</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Kingsview Village, Martin Grove Gardens, Richv...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Kingsway Park South West, Mimico NW, The Queen...</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>L'Amoreaux West</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Lawrence Heights, Lawrence Manor</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Leaside</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Little Portugal, Trinity</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Maryvale, Wexford</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Newtonbrook, Willowdale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Northwest</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>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Northwood Park, York University</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Parkdale, Roncesvalles</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Parkwoods</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Rosedale</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Roselawn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Ryerson, Garden District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Scarborough Village</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Silver Hills, York Mills</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Studio District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>The Annex, North Midtown, Yorkville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>The Beaches West, India Bazaar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>The Danforth West, Riverdale</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>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>The Junction North, Runnymede</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>The Kingsway, Montgomery Road, Old Mill North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Thorncliffe Park</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Victoria Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Westmount</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Weston</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Willowdale South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Willowdale West</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Woburn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Woodbine Gardens, Parkview Hill</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Woodbine Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>York Mills West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Neighborhood  Breakfast Spot  \\\n",
       "0                             Adelaide, King, Richmond        0.000000   \n",
       "1                                            Agincourt        0.050000   \n",
       "2    Agincourt North, L'Amoreaux East, Milliken, St...        0.000000   \n",
       "3    Albion Gardens, Beaumond Heights, Humbergate, ...        0.000000   \n",
       "4                               Alderwood, Long Branch        0.000000   \n",
       "5      Bathurst Manor, Downsview North, Wilson Heights        0.000000   \n",
       "6                                      Bayview Village        0.000000   \n",
       "7                    Bedford Park, Lawrence Manor East        0.000000   \n",
       "8                                          Berczy Park        0.000000   \n",
       "9                          Birch Cliff, Cliffside West        0.000000   \n",
       "10   Bloordale Gardens, Eringate, Markland Wood, Ol...        0.000000   \n",
       "11        Brockton, Exhibition Place, Parkdale Village        0.050000   \n",
       "12   Business Reply Mail Processing Centre 969 Eastern        0.000000   \n",
       "13                         CFB Toronto, Downsview East        0.000000   \n",
       "14   CN Tower, Bathurst Quay, Island airport, Harbo...        0.000000   \n",
       "15                         Cabbagetown, St. James Town        0.000000   \n",
       "16                                 Caledonia-Fairbanks        0.000000   \n",
       "17               Canada Post Gateway Processing Centre        0.050000   \n",
       "18                                           Cedarbrae        0.000000   \n",
       "19                                  Central Bay Street        0.000000   \n",
       "20           Chinatown, Grange Park, Kensington Market        0.000000   \n",
       "21                                            Christie        0.000000   \n",
       "22                                Church and Wellesley        0.050000   \n",
       "23                     Clairlea, Golden Mile, Oakridge        0.000000   \n",
       "24             Clarks Corners, Sullivan, Tam O'Shanter        0.000000   \n",
       "25     Cliffcrest, Cliffside, Scarborough Village West        0.000000   \n",
       "26   Cloverdale, Islington, Martin Grove, Princess ...        0.000000   \n",
       "27                      Commerce Court, Victoria Hotel        0.000000   \n",
       "28                                          Davisville        0.000000   \n",
       "29                                    Davisville North        0.050000   \n",
       "30   Deer Park, Forest Hill SE, Rathnelly, South Hi...        0.050000   \n",
       "31      Del Ray, Keelesdale, Mount Dennis, Silverthorn        0.000000   \n",
       "32            Design Exchange, Toronto Dominion Centre        0.000000   \n",
       "33                                     Don Mills North        0.050000   \n",
       "34   Dorset Park, Scarborough Town Centre, Wexford ...        0.000000   \n",
       "35                        Dovercourt Village, Dufferin        0.000000   \n",
       "36                                   Downsview Central        0.000000   \n",
       "37                                 Downsview Northwest        0.000000   \n",
       "38                                      Downsview West        0.000000   \n",
       "39                  Downsview, North Park, Upwood Park        0.000000   \n",
       "40         East Birchmount Park, Ionview, Kennedy Park        0.000000   \n",
       "41                                        East Toronto        0.000000   \n",
       "42                                    Emery, Humberlea        0.000000   \n",
       "43                        Fairview, Henry Farm, Oriole        0.000000   \n",
       "44              First Canadian Place, Underground city        0.000000   \n",
       "45                    Flemingdon Park, Don Mills South        0.000000   \n",
       "46                 Forest Hill North, Forest Hill West        0.000000   \n",
       "47                                           Glencairn        0.000000   \n",
       "48                   Guildwood, Morningside, West Hill        0.000000   \n",
       "49                      Harbord, University of Toronto        0.000000   \n",
       "50                                        Harbourfront        0.100000   \n",
       "51   Harbourfront East, Toronto Islands, Union Station        0.000000   \n",
       "52                       High Park, The Junction South        0.000000   \n",
       "53              Highland Creek, Rouge Hill, Port Union        0.200000   \n",
       "54                                   Hillcrest Village        0.000000   \n",
       "55        Humber Bay Shores, Mimico South, New Toronto        0.055556   \n",
       "56   Humber Bay, King's Mill Park, Kingsway Park So...        0.000000   \n",
       "57                                       Humber Summit        0.000000   \n",
       "58                                  Humewood-Cedarvale        0.000000   \n",
       "59   Kingsview Village, Martin Grove Gardens, Richv...        0.000000   \n",
       "60   Kingsway Park South West, Mimico NW, The Queen...        0.000000   \n",
       "61                                     L'Amoreaux West        0.050000   \n",
       "62                    Lawrence Heights, Lawrence Manor        0.000000   \n",
       "63                                       Lawrence Park        0.000000   \n",
       "64                                             Leaside        0.000000   \n",
       "65                            Little Portugal, Trinity        0.000000   \n",
       "66                                   Maryvale, Wexford        0.050000   \n",
       "67                         Moore Park, Summerhill East        0.050000   \n",
       "68                             Newtonbrook, Willowdale        0.000000   \n",
       "69                                  North Toronto West        0.000000   \n",
       "70                                           Northwest        0.000000   \n",
       "71                     Northwood Park, York University        0.000000   \n",
       "72                              Parkdale, Roncesvalles        0.000000   \n",
       "73                                           Parkwoods        0.000000   \n",
       "74                                        Queen's Park        0.000000   \n",
       "75                                            Rosedale        0.050000   \n",
       "76                                            Roselawn        0.000000   \n",
       "77                                      Rouge, Malvern        0.000000   \n",
       "78                                  Runnymede, Swansea        0.000000   \n",
       "79                            Ryerson, Garden District        0.000000   \n",
       "80                                 Scarborough Village        0.000000   \n",
       "81                            Silver Hills, York Mills        0.000000   \n",
       "82                                      St. James Town        0.000000   \n",
       "83                     Stn A PO Boxes 25 The Esplanade        0.000000   \n",
       "84                                     Studio District        0.000000   \n",
       "85                 The Annex, North Midtown, Yorkville        0.000000   \n",
       "86                                         The Beaches        0.050000   \n",
       "87                      The Beaches West, India Bazaar        0.000000   \n",
       "88                        The Danforth West, Riverdale        0.000000   \n",
       "89                       The Junction North, Runnymede        0.000000   \n",
       "90       The Kingsway, Montgomery Road, Old Mill North        0.050000   \n",
       "91                                    Thorncliffe Park        0.000000   \n",
       "92                                    Victoria Village        0.000000   \n",
       "93                                           Westmount        0.055556   \n",
       "94                                              Weston        0.062500   \n",
       "95                                    Willowdale South        0.000000   \n",
       "96                                     Willowdale West        0.000000   \n",
       "97                                              Woburn        0.000000   \n",
       "98                     Woodbine Gardens, Parkview Hill        0.050000   \n",
       "99                                    Woodbine Heights        0.000000   \n",
       "100                                    York Mills West        0.000000   \n",
       "\n",
       "     Bubble Tea Shop      Café  Cantonese Restaurant  Chinese Restaurant  \\\n",
       "0            0.00000  0.050000                  0.00            0.000000   \n",
       "1            0.00000  0.000000                  0.05            0.150000   \n",
       "2            0.00000  0.000000                  0.00            0.150000   \n",
       "3            0.00000  0.000000                  0.00            0.000000   \n",
       "4            0.00000  0.000000                  0.00            0.000000   \n",
       "5            0.00000  0.000000                  0.00            0.000000   \n",
       "6            0.00000  0.066667                  0.00            0.066667   \n",
       "7            0.00000  0.050000                  0.00            0.000000   \n",
       "8            0.00000  0.000000                  0.00            0.000000   \n",
       "9            0.00000  0.090909                  0.00            0.000000   \n",
       "10           0.00000  0.055556                  0.00            0.000000   \n",
       "11           0.00000  0.050000                  0.00            0.000000   \n",
       "12           0.00000  0.000000                  0.00            0.000000   \n",
       "13           0.00000  0.050000                  0.00            0.050000   \n",
       "14           0.00000  0.125000                  0.00            0.000000   \n",
       "15           0.00000  0.100000                  0.00            0.000000   \n",
       "16           0.00000  0.052632                  0.00            0.000000   \n",
       "17           0.00000  0.000000                  0.00            0.000000   \n",
       "18           0.00000  0.000000                  0.00            0.050000   \n",
       "19           0.05000  0.000000                  0.00            0.000000   \n",
       "20           0.00000  0.150000                  0.00            0.000000   \n",
       "21           0.00000  0.100000                  0.00            0.000000   \n",
       "22           0.05000  0.000000                  0.00            0.000000   \n",
       "23           0.00000  0.000000                  0.00            0.000000   \n",
       "24           0.00000  0.000000                  0.05            0.050000   \n",
       "25           0.00000  0.000000                  0.00            0.000000   \n",
       "26           0.00000  0.071429                  0.00            0.000000   \n",
       "27           0.00000  0.250000                  0.00            0.000000   \n",
       "28           0.00000  0.100000                  0.00            0.000000   \n",
       "29           0.00000  0.150000                  0.00            0.000000   \n",
       "30           0.00000  0.100000                  0.00            0.000000   \n",
       "31           0.00000  0.000000                  0.00            0.000000   \n",
       "32           0.00000  0.150000                  0.00            0.000000   \n",
       "33           0.00000  0.050000                  0.00            0.000000   \n",
       "34           0.00000  0.000000                  0.00            0.100000   \n",
       "35           0.00000  0.200000                  0.00            0.000000   \n",
       "36           0.00000  0.000000                  0.00            0.000000   \n",
       "37           0.00000  0.000000                  0.00            0.000000   \n",
       "38           0.00000  0.000000                  0.00            0.000000   \n",
       "39           0.00000  0.000000                  0.00            0.090909   \n",
       "40           0.00000  0.000000                  0.00            0.050000   \n",
       "41           0.00000  0.100000                  0.00            0.000000   \n",
       "42           0.00000  0.000000                  0.00            0.000000   \n",
       "43           0.00000  0.000000                  0.00            0.000000   \n",
       "44           0.00000  0.200000                  0.00            0.000000   \n",
       "45           0.00000  0.000000                  0.00            0.000000   \n",
       "46           0.00000  0.100000                  0.00            0.000000   \n",
       "47           0.00000  0.000000                  0.00            0.000000   \n",
       "48           0.00000  0.000000                  0.00            0.000000   \n",
       "49           0.00000  0.050000                  0.00            0.000000   \n",
       "50           0.00000  0.000000                  0.00            0.000000   \n",
       "51           0.00000  0.050000                  0.00            0.000000   \n",
       "52           0.00000  0.050000                  0.00            0.000000   \n",
       "53           0.00000  0.000000                  0.00            0.000000   \n",
       "54           0.00000  0.000000                  0.00            0.050000   \n",
       "55           0.00000  0.055556                  0.00            0.000000   \n",
       "56           0.00000  0.000000                  0.00            0.000000   \n",
       "57           0.00000  0.000000                  0.00            0.000000   \n",
       "58           0.00000  0.000000                  0.00            0.000000   \n",
       "59           0.00000  0.000000                  0.00            0.071429   \n",
       "60           0.00000  0.000000                  0.00            0.000000   \n",
       "61           0.05000  0.000000                  0.00            0.100000   \n",
       "62           0.00000  0.000000                  0.00            0.000000   \n",
       "63           0.00000  0.200000                  0.00            0.000000   \n",
       "64           0.00000  0.000000                  0.00            0.000000   \n",
       "65           0.00000  0.000000                  0.00            0.000000   \n",
       "66           0.00000  0.000000                  0.00            0.000000   \n",
       "67           0.00000  0.100000                  0.00            0.000000   \n",
       "68           0.00000  0.150000                  0.00            0.000000   \n",
       "69           0.00000  0.050000                  0.00            0.050000   \n",
       "70           0.00000  0.000000                  0.00            0.000000   \n",
       "71           0.00000  0.000000                  0.00            0.050000   \n",
       "72           0.00000  0.000000                  0.00            0.000000   \n",
       "73           0.00000  0.050000                  0.00            0.050000   \n",
       "74           0.03125  0.031250                  0.00            0.000000   \n",
       "75           0.00000  0.000000                  0.00            0.000000   \n",
       "76           0.00000  0.050000                  0.00            0.000000   \n",
       "77           0.00000  0.000000                  0.00            0.062500   \n",
       "78           0.00000  0.150000                  0.00            0.000000   \n",
       "79           0.00000  0.050000                  0.00            0.000000   \n",
       "80           0.00000  0.000000                  0.00            0.000000   \n",
       "81           0.00000  0.000000                  0.00            0.000000   \n",
       "82           0.00000  0.050000                  0.00            0.000000   \n",
       "83           0.00000  0.100000                  0.00            0.000000   \n",
       "84           0.00000  0.100000                  0.00            0.000000   \n",
       "85           0.00000  0.100000                  0.00            0.000000   \n",
       "86           0.00000  0.000000                  0.00            0.000000   \n",
       "87           0.00000  0.050000                  0.00            0.000000   \n",
       "88           0.00000  0.000000                  0.00            0.000000   \n",
       "89           0.00000  0.050000                  0.00            0.000000   \n",
       "90           0.00000  0.000000                  0.00            0.000000   \n",
       "91           0.00000  0.000000                  0.00            0.000000   \n",
       "92           0.00000  0.083333                  0.00            0.000000   \n",
       "93           0.00000  0.000000                  0.00            0.055556   \n",
       "94           0.00000  0.000000                  0.00            0.000000   \n",
       "95           0.05000  0.100000                  0.00            0.000000   \n",
       "96           0.00000  0.000000                  0.00            0.000000   \n",
       "97           0.00000  0.000000                  0.00            0.111111   \n",
       "98           0.00000  0.050000                  0.00            0.000000   \n",
       "99           0.00000  0.000000                  0.00            0.000000   \n",
       "100          0.00000  0.000000                  0.00            0.050000   \n",
       "\n",
       "     Coffee Shop  Tea Room  \n",
       "0       0.000000      0.00  \n",
       "1       0.000000      0.00  \n",
       "2       0.050000      0.00  \n",
       "3       0.052632      0.00  \n",
       "4       0.050000      0.00  \n",
       "5       0.100000      0.00  \n",
       "6       0.000000      0.00  \n",
       "7       0.150000      0.00  \n",
       "8       0.000000      0.05  \n",
       "9       0.000000      0.00  \n",
       "10      0.111111      0.00  \n",
       "11      0.100000      0.05  \n",
       "12      0.000000      0.00  \n",
       "13      0.150000      0.00  \n",
       "14      0.187500      0.00  \n",
       "15      0.000000      0.00  \n",
       "16      0.052632      0.00  \n",
       "17      0.000000      0.00  \n",
       "18      0.150000      0.00  \n",
       "19      0.200000      0.05  \n",
       "20      0.050000      0.00  \n",
       "21      0.150000      0.00  \n",
       "22      0.000000      0.00  \n",
       "23      0.100000      0.00  \n",
       "24      0.050000      0.00  \n",
       "25      0.000000      0.00  \n",
       "26      0.000000      0.00  \n",
       "27      0.100000      0.05  \n",
       "28      0.050000      0.00  \n",
       "29      0.100000      0.05  \n",
       "30      0.050000      0.05  \n",
       "31      0.000000      0.00  \n",
       "32      0.200000      0.00  \n",
       "33      0.100000      0.00  \n",
       "34      0.100000      0.00  \n",
       "35      0.150000      0.00  \n",
       "36      0.000000      0.00  \n",
       "37      0.100000      0.00  \n",
       "38      0.111111      0.00  \n",
       "39      0.181818      0.00  \n",
       "40      0.150000      0.00  \n",
       "41      0.000000      0.00  \n",
       "42      0.000000      0.00  \n",
       "43      0.100000      0.05  \n",
       "44      0.150000      0.00  \n",
       "45      0.050000      0.00  \n",
       "46      0.100000      0.00  \n",
       "47      0.100000      0.00  \n",
       "48      0.050000      0.00  \n",
       "49      0.000000      0.00  \n",
       "50      0.250000      0.00  \n",
       "51      0.000000      0.00  \n",
       "52      0.000000      0.00  \n",
       "53      0.000000      0.00  \n",
       "54      0.100000      0.00  \n",
       "55      0.000000      0.00  \n",
       "56      0.000000      0.00  \n",
       "57      0.000000      0.00  \n",
       "58      0.100000      0.00  \n",
       "59      0.071429      0.00  \n",
       "60      0.000000      0.00  \n",
       "61      0.100000      0.00  \n",
       "62      0.050000      0.00  \n",
       "63      0.100000      0.00  \n",
       "64      0.050000      0.00  \n",
       "65      0.000000      0.00  \n",
       "66      0.050000      0.00  \n",
       "67      0.050000      0.05  \n",
       "68      0.100000      0.00  \n",
       "69      0.100000      0.05  \n",
       "70      0.250000      0.00  \n",
       "71      0.150000      0.00  \n",
       "72      0.050000      0.00  \n",
       "73      0.050000      0.00  \n",
       "74      0.156250      0.00  \n",
       "75      0.100000      0.00  \n",
       "76      0.100000      0.00  \n",
       "77      0.062500      0.00  \n",
       "78      0.100000      0.05  \n",
       "79      0.100000      0.05  \n",
       "80      0.083333      0.00  \n",
       "81      0.000000      0.00  \n",
       "82      0.100000      0.00  \n",
       "83      0.000000      0.05  \n",
       "84      0.100000      0.00  \n",
       "85      0.050000      0.00  \n",
       "86      0.050000      0.00  \n",
       "87      0.000000      0.00  \n",
       "88      0.000000      0.00  \n",
       "89      0.100000      0.00  \n",
       "90      0.050000      0.00  \n",
       "91      0.050000      0.00  \n",
       "92      0.166667      0.00  \n",
       "93      0.055556      0.00  \n",
       "94      0.125000      0.00  \n",
       "95      0.050000      0.00  \n",
       "96      0.083333      0.00  \n",
       "97      0.222222      0.00  \n",
       "98      0.100000      0.00  \n",
       "99      0.100000      0.00  \n",
       "100     0.150000      0.00  "
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_tea"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "toronto_venues = toronto_onehot\n",
    "toronto_venues['Total'] = toronto_venues.sum(axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "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>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Davisville North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Harbourfront</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Woburn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>CN Tower, Bathurst Quay, Island airport, Harbo...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.312500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>L'Amoreaux West</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Downsview, North Park, Upwood Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.272727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Victoria Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Agincourt</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Christie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Newtonbrook, Willowdale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>CFB Toronto, Downsview East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Northwest</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>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.218750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Ryerson, Garden District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Dorset Park, Scarborough Town Centre, Wexford ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>0.200000</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>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Forest Hill North, Forest Hill West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>East Birchmount Park, Ionview, Kennedy Park</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Willowdale South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Northwood Park, York University</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Woodbine Gardens, Parkview Hill</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Studio District</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>York Mills West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Don Mills North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Agincourt North, L'Amoreaux East, Milliken, St...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Chinatown, Grange Park, Kensington Market</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Bedford Park, Lawrence Manor East</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Weston</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.187500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Westmount</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Bloordale Gardens, Eringate, Markland Wood, Ol...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Parkwoods</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Hillcrest Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Roselawn</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>Rosedale</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Clarks Corners, Sullivan, Tam O'Shanter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>The Annex, North Midtown, Yorkville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>The Junction North, Runnymede</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Davisville</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Fairview, Henry Farm, Oriole</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>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Kingsview Village, Martin Grove Gardens, Richv...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.142857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Bayview Village</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.133333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.125000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Humber Bay Shores, Mimico South, New Toronto</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Downsview West</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>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Caledonia-Fairbanks</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.105263</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>The Beaches</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Maryvale, Wexford</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Cabbagetown, St. James Town</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>East Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>The Kingsway, Montgomery Road, Old Mill North</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Woodbine Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Downsview Northwest</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Humewood-Cedarvale</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bathurst Manor, Downsview North, Wilson Heights</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Clairlea, Golden Mile, Oakridge</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Glencairn</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Birch Cliff, Cliffside West</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Scarborough Village</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.083333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Willowdale West</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.083333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Cloverdale, Islington, Martin Grove, Princess ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Albion Gardens, Beaumond Heights, Humbergate, ...</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>The Beaches West, India Bazaar</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alderwood, Long Branch</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Thorncliffe Park</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Canada Post Gateway Processing Centre</td>\n",
       "      <td>0.050000</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>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Berczy Park</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>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Lawrence Heights, Lawrence Manor</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Flemingdon Park, Don Mills South</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Guildwood, Morningside, West Hill</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Harbord, University of Toronto</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Harbourfront East, Toronto Islands, Union Station</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>High Park, The Junction South</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Adelaide, King, Richmond</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Leaside</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Parkdale, Roncesvalles</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>The Danforth West, Riverdale</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Kingsway Park South West, Mimico NW, The Queen...</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Silver Hills, York Mills</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>Humber Bay, King's Mill Park, Kingsway Park So...</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Little Portugal, Trinity</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Del Ray, Keelesdale, Mount Dennis, Silverthorn</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Cliffcrest, Cliffside, Scarborough Village West</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Emery, Humberlea</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Downsview Central</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Humber Summit</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Neighborhood  Breakfast Spot  \\\n",
       "27                      Commerce Court, Victoria Hotel        0.000000   \n",
       "29                                    Davisville North        0.050000   \n",
       "50                                        Harbourfront        0.100000   \n",
       "44              First Canadian Place, Underground city        0.000000   \n",
       "35                        Dovercourt Village, Dufferin        0.000000   \n",
       "32            Design Exchange, Toronto Dominion Centre        0.000000   \n",
       "97                                              Woburn        0.000000   \n",
       "14   CN Tower, Bathurst Quay, Island airport, Harbo...        0.000000   \n",
       "63                                       Lawrence Park        0.000000   \n",
       "61                                     L'Amoreaux West        0.050000   \n",
       "19                                  Central Bay Street        0.000000   \n",
       "78                                  Runnymede, Swansea        0.000000   \n",
       "39                  Downsview, North Park, Upwood Park        0.000000   \n",
       "30   Deer Park, Forest Hill SE, Rathnelly, South Hi...        0.050000   \n",
       "92                                    Victoria Village        0.000000   \n",
       "1                                            Agincourt        0.050000   \n",
       "21                                            Christie        0.000000   \n",
       "68                             Newtonbrook, Willowdale        0.000000   \n",
       "67                         Moore Park, Summerhill East        0.050000   \n",
       "69                                  North Toronto West        0.000000   \n",
       "13                         CFB Toronto, Downsview East        0.000000   \n",
       "70                                           Northwest        0.000000   \n",
       "11        Brockton, Exhibition Place, Parkdale Village        0.050000   \n",
       "74                                        Queen's Park        0.000000   \n",
       "79                            Ryerson, Garden District        0.000000   \n",
       "34   Dorset Park, Scarborough Town Centre, Wexford ...        0.000000   \n",
       "53              Highland Creek, Rouge Hill, Port Union        0.200000   \n",
       "46                 Forest Hill North, Forest Hill West        0.000000   \n",
       "40         East Birchmount Park, Ionview, Kennedy Park        0.000000   \n",
       "95                                    Willowdale South        0.000000   \n",
       "71                     Northwood Park, York University        0.000000   \n",
       "98                     Woodbine Gardens, Parkview Hill        0.050000   \n",
       "84                                     Studio District        0.000000   \n",
       "100                                    York Mills West        0.000000   \n",
       "33                                     Don Mills North        0.050000   \n",
       "2    Agincourt North, L'Amoreaux East, Milliken, St...        0.000000   \n",
       "18                                           Cedarbrae        0.000000   \n",
       "20           Chinatown, Grange Park, Kensington Market        0.000000   \n",
       "7                    Bedford Park, Lawrence Manor East        0.000000   \n",
       "94                                              Weston        0.062500   \n",
       "93                                           Westmount        0.055556   \n",
       "10   Bloordale Gardens, Eringate, Markland Wood, Ol...        0.000000   \n",
       "73                                           Parkwoods        0.000000   \n",
       "54                                   Hillcrest Village        0.000000   \n",
       "76                                            Roselawn        0.000000   \n",
       "75                                            Rosedale        0.050000   \n",
       "24             Clarks Corners, Sullivan, Tam O'Shanter        0.000000   \n",
       "83                     Stn A PO Boxes 25 The Esplanade        0.000000   \n",
       "85                 The Annex, North Midtown, Yorkville        0.000000   \n",
       "89                       The Junction North, Runnymede        0.000000   \n",
       "28                                          Davisville        0.000000   \n",
       "43                        Fairview, Henry Farm, Oriole        0.000000   \n",
       "82                                      St. James Town        0.000000   \n",
       "59   Kingsview Village, Martin Grove Gardens, Richv...        0.000000   \n",
       "6                                      Bayview Village        0.000000   \n",
       "77                                      Rouge, Malvern        0.000000   \n",
       "55        Humber Bay Shores, Mimico South, New Toronto        0.055556   \n",
       "38                                      Downsview West        0.000000   \n",
       "16                                 Caledonia-Fairbanks        0.000000   \n",
       "86                                         The Beaches        0.050000   \n",
       "66                                   Maryvale, Wexford        0.050000   \n",
       "15                         Cabbagetown, St. James Town        0.000000   \n",
       "41                                        East Toronto        0.000000   \n",
       "90       The Kingsway, Montgomery Road, Old Mill North        0.050000   \n",
       "99                                    Woodbine Heights        0.000000   \n",
       "37                                 Downsview Northwest        0.000000   \n",
       "58                                  Humewood-Cedarvale        0.000000   \n",
       "5      Bathurst Manor, Downsview North, Wilson Heights        0.000000   \n",
       "23                     Clairlea, Golden Mile, Oakridge        0.000000   \n",
       "47                                           Glencairn        0.000000   \n",
       "22                                Church and Wellesley        0.050000   \n",
       "9                          Birch Cliff, Cliffside West        0.000000   \n",
       "80                                 Scarborough Village        0.000000   \n",
       "96                                     Willowdale West        0.000000   \n",
       "26   Cloverdale, Islington, Martin Grove, Princess ...        0.000000   \n",
       "3    Albion Gardens, Beaumond Heights, Humbergate, ...        0.000000   \n",
       "87                      The Beaches West, India Bazaar        0.000000   \n",
       "4                               Alderwood, Long Branch        0.000000   \n",
       "91                                    Thorncliffe Park        0.000000   \n",
       "17               Canada Post Gateway Processing Centre        0.050000   \n",
       "8                                          Berczy Park        0.000000   \n",
       "62                    Lawrence Heights, Lawrence Manor        0.000000   \n",
       "45                    Flemingdon Park, Don Mills South        0.000000   \n",
       "48                   Guildwood, Morningside, West Hill        0.000000   \n",
       "49                      Harbord, University of Toronto        0.000000   \n",
       "51   Harbourfront East, Toronto Islands, Union Station        0.000000   \n",
       "52                       High Park, The Junction South        0.000000   \n",
       "0                             Adelaide, King, Richmond        0.000000   \n",
       "64                                             Leaside        0.000000   \n",
       "72                              Parkdale, Roncesvalles        0.000000   \n",
       "88                        The Danforth West, Riverdale        0.000000   \n",
       "60   Kingsway Park South West, Mimico NW, The Queen...        0.000000   \n",
       "81                            Silver Hills, York Mills        0.000000   \n",
       "56   Humber Bay, King's Mill Park, Kingsway Park So...        0.000000   \n",
       "65                            Little Portugal, Trinity        0.000000   \n",
       "31      Del Ray, Keelesdale, Mount Dennis, Silverthorn        0.000000   \n",
       "12   Business Reply Mail Processing Centre 969 Eastern        0.000000   \n",
       "25     Cliffcrest, Cliffside, Scarborough Village West        0.000000   \n",
       "42                                    Emery, Humberlea        0.000000   \n",
       "36                                   Downsview Central        0.000000   \n",
       "57                                       Humber Summit        0.000000   \n",
       "\n",
       "     Bubble Tea Shop      Café  Cantonese Restaurant  Chinese Restaurant  \\\n",
       "27           0.00000  0.250000                  0.00            0.000000   \n",
       "29           0.00000  0.150000                  0.00            0.000000   \n",
       "50           0.00000  0.000000                  0.00            0.000000   \n",
       "44           0.00000  0.200000                  0.00            0.000000   \n",
       "35           0.00000  0.200000                  0.00            0.000000   \n",
       "32           0.00000  0.150000                  0.00            0.000000   \n",
       "97           0.00000  0.000000                  0.00            0.111111   \n",
       "14           0.00000  0.125000                  0.00            0.000000   \n",
       "63           0.00000  0.200000                  0.00            0.000000   \n",
       "61           0.05000  0.000000                  0.00            0.100000   \n",
       "19           0.05000  0.000000                  0.00            0.000000   \n",
       "78           0.00000  0.150000                  0.00            0.000000   \n",
       "39           0.00000  0.000000                  0.00            0.090909   \n",
       "30           0.00000  0.100000                  0.00            0.000000   \n",
       "92           0.00000  0.083333                  0.00            0.000000   \n",
       "1            0.00000  0.000000                  0.05            0.150000   \n",
       "21           0.00000  0.100000                  0.00            0.000000   \n",
       "68           0.00000  0.150000                  0.00            0.000000   \n",
       "67           0.00000  0.100000                  0.00            0.000000   \n",
       "69           0.00000  0.050000                  0.00            0.050000   \n",
       "13           0.00000  0.050000                  0.00            0.050000   \n",
       "70           0.00000  0.000000                  0.00            0.000000   \n",
       "11           0.00000  0.050000                  0.00            0.000000   \n",
       "74           0.03125  0.031250                  0.00            0.000000   \n",
       "79           0.00000  0.050000                  0.00            0.000000   \n",
       "34           0.00000  0.000000                  0.00            0.100000   \n",
       "53           0.00000  0.000000                  0.00            0.000000   \n",
       "46           0.00000  0.100000                  0.00            0.000000   \n",
       "40           0.00000  0.000000                  0.00            0.050000   \n",
       "95           0.05000  0.100000                  0.00            0.000000   \n",
       "71           0.00000  0.000000                  0.00            0.050000   \n",
       "98           0.00000  0.050000                  0.00            0.000000   \n",
       "84           0.00000  0.100000                  0.00            0.000000   \n",
       "100          0.00000  0.000000                  0.00            0.050000   \n",
       "33           0.00000  0.050000                  0.00            0.000000   \n",
       "2            0.00000  0.000000                  0.00            0.150000   \n",
       "18           0.00000  0.000000                  0.00            0.050000   \n",
       "20           0.00000  0.150000                  0.00            0.000000   \n",
       "7            0.00000  0.050000                  0.00            0.000000   \n",
       "94           0.00000  0.000000                  0.00            0.000000   \n",
       "93           0.00000  0.000000                  0.00            0.055556   \n",
       "10           0.00000  0.055556                  0.00            0.000000   \n",
       "73           0.00000  0.050000                  0.00            0.050000   \n",
       "54           0.00000  0.000000                  0.00            0.050000   \n",
       "76           0.00000  0.050000                  0.00            0.000000   \n",
       "75           0.00000  0.000000                  0.00            0.000000   \n",
       "24           0.00000  0.000000                  0.05            0.050000   \n",
       "83           0.00000  0.100000                  0.00            0.000000   \n",
       "85           0.00000  0.100000                  0.00            0.000000   \n",
       "89           0.00000  0.050000                  0.00            0.000000   \n",
       "28           0.00000  0.100000                  0.00            0.000000   \n",
       "43           0.00000  0.000000                  0.00            0.000000   \n",
       "82           0.00000  0.050000                  0.00            0.000000   \n",
       "59           0.00000  0.000000                  0.00            0.071429   \n",
       "6            0.00000  0.066667                  0.00            0.066667   \n",
       "77           0.00000  0.000000                  0.00            0.062500   \n",
       "55           0.00000  0.055556                  0.00            0.000000   \n",
       "38           0.00000  0.000000                  0.00            0.000000   \n",
       "16           0.00000  0.052632                  0.00            0.000000   \n",
       "86           0.00000  0.000000                  0.00            0.000000   \n",
       "66           0.00000  0.000000                  0.00            0.000000   \n",
       "15           0.00000  0.100000                  0.00            0.000000   \n",
       "41           0.00000  0.100000                  0.00            0.000000   \n",
       "90           0.00000  0.000000                  0.00            0.000000   \n",
       "99           0.00000  0.000000                  0.00            0.000000   \n",
       "37           0.00000  0.000000                  0.00            0.000000   \n",
       "58           0.00000  0.000000                  0.00            0.000000   \n",
       "5            0.00000  0.000000                  0.00            0.000000   \n",
       "23           0.00000  0.000000                  0.00            0.000000   \n",
       "47           0.00000  0.000000                  0.00            0.000000   \n",
       "22           0.05000  0.000000                  0.00            0.000000   \n",
       "9            0.00000  0.090909                  0.00            0.000000   \n",
       "80           0.00000  0.000000                  0.00            0.000000   \n",
       "96           0.00000  0.000000                  0.00            0.000000   \n",
       "26           0.00000  0.071429                  0.00            0.000000   \n",
       "3            0.00000  0.000000                  0.00            0.000000   \n",
       "87           0.00000  0.050000                  0.00            0.000000   \n",
       "4            0.00000  0.000000                  0.00            0.000000   \n",
       "91           0.00000  0.000000                  0.00            0.000000   \n",
       "17           0.00000  0.000000                  0.00            0.000000   \n",
       "8            0.00000  0.000000                  0.00            0.000000   \n",
       "62           0.00000  0.000000                  0.00            0.000000   \n",
       "45           0.00000  0.000000                  0.00            0.000000   \n",
       "48           0.00000  0.000000                  0.00            0.000000   \n",
       "49           0.00000  0.050000                  0.00            0.000000   \n",
       "51           0.00000  0.050000                  0.00            0.000000   \n",
       "52           0.00000  0.050000                  0.00            0.000000   \n",
       "0            0.00000  0.050000                  0.00            0.000000   \n",
       "64           0.00000  0.000000                  0.00            0.000000   \n",
       "72           0.00000  0.000000                  0.00            0.000000   \n",
       "88           0.00000  0.000000                  0.00            0.000000   \n",
       "60           0.00000  0.000000                  0.00            0.000000   \n",
       "81           0.00000  0.000000                  0.00            0.000000   \n",
       "56           0.00000  0.000000                  0.00            0.000000   \n",
       "65           0.00000  0.000000                  0.00            0.000000   \n",
       "31           0.00000  0.000000                  0.00            0.000000   \n",
       "12           0.00000  0.000000                  0.00            0.000000   \n",
       "25           0.00000  0.000000                  0.00            0.000000   \n",
       "42           0.00000  0.000000                  0.00            0.000000   \n",
       "36           0.00000  0.000000                  0.00            0.000000   \n",
       "57           0.00000  0.000000                  0.00            0.000000   \n",
       "\n",
       "     Coffee Shop  Tea Room     Total  \n",
       "27      0.100000      0.05  0.400000  \n",
       "29      0.100000      0.05  0.350000  \n",
       "50      0.250000      0.00  0.350000  \n",
       "44      0.150000      0.00  0.350000  \n",
       "35      0.150000      0.00  0.350000  \n",
       "32      0.200000      0.00  0.350000  \n",
       "97      0.222222      0.00  0.333333  \n",
       "14      0.187500      0.00  0.312500  \n",
       "63      0.100000      0.00  0.300000  \n",
       "61      0.100000      0.00  0.300000  \n",
       "19      0.200000      0.05  0.300000  \n",
       "78      0.100000      0.05  0.300000  \n",
       "39      0.181818      0.00  0.272727  \n",
       "30      0.050000      0.05  0.250000  \n",
       "92      0.166667      0.00  0.250000  \n",
       "1       0.000000      0.00  0.250000  \n",
       "21      0.150000      0.00  0.250000  \n",
       "68      0.100000      0.00  0.250000  \n",
       "67      0.050000      0.05  0.250000  \n",
       "69      0.100000      0.05  0.250000  \n",
       "13      0.150000      0.00  0.250000  \n",
       "70      0.250000      0.00  0.250000  \n",
       "11      0.100000      0.05  0.250000  \n",
       "74      0.156250      0.00  0.218750  \n",
       "79      0.100000      0.05  0.200000  \n",
       "34      0.100000      0.00  0.200000  \n",
       "53      0.000000      0.00  0.200000  \n",
       "46      0.100000      0.00  0.200000  \n",
       "40      0.150000      0.00  0.200000  \n",
       "95      0.050000      0.00  0.200000  \n",
       "71      0.150000      0.00  0.200000  \n",
       "98      0.100000      0.00  0.200000  \n",
       "84      0.100000      0.00  0.200000  \n",
       "100     0.150000      0.00  0.200000  \n",
       "33      0.100000      0.00  0.200000  \n",
       "2       0.050000      0.00  0.200000  \n",
       "18      0.150000      0.00  0.200000  \n",
       "20      0.050000      0.00  0.200000  \n",
       "7       0.150000      0.00  0.200000  \n",
       "94      0.125000      0.00  0.187500  \n",
       "93      0.055556      0.00  0.166667  \n",
       "10      0.111111      0.00  0.166667  \n",
       "73      0.050000      0.00  0.150000  \n",
       "54      0.100000      0.00  0.150000  \n",
       "76      0.100000      0.00  0.150000  \n",
       "75      0.100000      0.00  0.150000  \n",
       "24      0.050000      0.00  0.150000  \n",
       "83      0.000000      0.05  0.150000  \n",
       "85      0.050000      0.00  0.150000  \n",
       "89      0.100000      0.00  0.150000  \n",
       "28      0.050000      0.00  0.150000  \n",
       "43      0.100000      0.05  0.150000  \n",
       "82      0.100000      0.00  0.150000  \n",
       "59      0.071429      0.00  0.142857  \n",
       "6       0.000000      0.00  0.133333  \n",
       "77      0.062500      0.00  0.125000  \n",
       "55      0.000000      0.00  0.111111  \n",
       "38      0.111111      0.00  0.111111  \n",
       "16      0.052632      0.00  0.105263  \n",
       "86      0.050000      0.00  0.100000  \n",
       "66      0.050000      0.00  0.100000  \n",
       "15      0.000000      0.00  0.100000  \n",
       "41      0.000000      0.00  0.100000  \n",
       "90      0.050000      0.00  0.100000  \n",
       "99      0.100000      0.00  0.100000  \n",
       "37      0.100000      0.00  0.100000  \n",
       "58      0.100000      0.00  0.100000  \n",
       "5       0.100000      0.00  0.100000  \n",
       "23      0.100000      0.00  0.100000  \n",
       "47      0.100000      0.00  0.100000  \n",
       "22      0.000000      0.00  0.100000  \n",
       "9       0.000000      0.00  0.090909  \n",
       "80      0.083333      0.00  0.083333  \n",
       "96      0.083333      0.00  0.083333  \n",
       "26      0.000000      0.00  0.071429  \n",
       "3       0.052632      0.00  0.052632  \n",
       "87      0.000000      0.00  0.050000  \n",
       "4       0.050000      0.00  0.050000  \n",
       "91      0.050000      0.00  0.050000  \n",
       "17      0.000000      0.00  0.050000  \n",
       "8       0.000000      0.05  0.050000  \n",
       "62      0.050000      0.00  0.050000  \n",
       "45      0.050000      0.00  0.050000  \n",
       "48      0.050000      0.00  0.050000  \n",
       "49      0.000000      0.00  0.050000  \n",
       "51      0.000000      0.00  0.050000  \n",
       "52      0.000000      0.00  0.050000  \n",
       "0       0.000000      0.00  0.050000  \n",
       "64      0.050000      0.00  0.050000  \n",
       "72      0.050000      0.00  0.050000  \n",
       "88      0.000000      0.00  0.000000  \n",
       "60      0.000000      0.00  0.000000  \n",
       "81      0.000000      0.00  0.000000  \n",
       "56      0.000000      0.00  0.000000  \n",
       "65      0.000000      0.00  0.000000  \n",
       "31      0.000000      0.00  0.000000  \n",
       "12      0.000000      0.00  0.000000  \n",
       "25      0.000000      0.00  0.000000  \n",
       "42      0.000000      0.00  0.000000  \n",
       "36      0.000000      0.00  0.000000  \n",
       "57      0.000000      0.00  0.000000  "
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_venues.sort_values(by=['Total'], ascending = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(101, 9)"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_venues.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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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>Postcode</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>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood, Morningside, West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postcode      Borough                            Neighborhood   Latitude  \\\n",
       "0      M1B  Scarborough                          Rouge, Malvern  43.806686   \n",
       "1      M1C  Scarborough  Highland Creek, Rouge Hill, Port Union  43.784535   \n",
       "2      M1E  Scarborough       Guildwood, Morningside, West Hill  43.763573   \n",
       "3      M1G  Scarborough                                  Woburn  43.770992   \n",
       "4      M1H  Scarborough                               Cedarbrae  43.773136   \n",
       "\n",
       "   Longitude  \n",
       "0 -79.194353  \n",
       "1 -79.160497  \n",
       "2 -79.188711  \n",
       "3 -79.216917  \n",
       "4 -79.239476  "
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_df = pd.merge(data, toronto_venues, on = 'Neighborhood')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>M5L</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>43.648198</td>\n",
       "      <td>-79.379817</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>M4P</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Davisville North</td>\n",
       "      <td>43.712751</td>\n",
       "      <td>-79.390197</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>M5K</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</td>\n",
       "      <td>43.647177</td>\n",
       "      <td>-79.381576</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront</td>\n",
       "      <td>43.654260</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>M6H</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
       "      <td>43.669005</td>\n",
       "      <td>-79.442259</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>M5X</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>43.648429</td>\n",
       "      <td>-79.382280</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>M5V</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>CN Tower, Bathurst Quay, Island airport, Harbo...</td>\n",
       "      <td>43.628947</td>\n",
       "      <td>-79.394420</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.312500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>M4N</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>43.728020</td>\n",
       "      <td>-79.388790</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>M1W</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>L'Amoreaux West</td>\n",
       "      <td>43.799525</td>\n",
       "      <td>-79.318389</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>M5G</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>43.657952</td>\n",
       "      <td>-79.387383</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>M6S</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>43.651571</td>\n",
       "      <td>-79.484450</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>M6L</td>\n",
       "      <td>North York</td>\n",
       "      <td>Downsview, North Park, Upwood Park</td>\n",
       "      <td>43.713756</td>\n",
       "      <td>-79.490074</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.272727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>M4R</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>43.715383</td>\n",
       "      <td>-79.405678</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</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",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>M4T</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>43.689574</td>\n",
       "      <td>-79.383160</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>M6G</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Christie</td>\n",
       "      <td>43.669542</td>\n",
       "      <td>-79.422564</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>M4V</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>43.686412</td>\n",
       "      <td>-79.400049</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>M3K</td>\n",
       "      <td>North York</td>\n",
       "      <td>CFB Toronto, Downsview East</td>\n",
       "      <td>43.737473</td>\n",
       "      <td>-79.464763</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>M6K</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
       "      <td>43.636847</td>\n",
       "      <td>-79.428191</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>M9W</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Northwest</td>\n",
       "      <td>43.706748</td>\n",
       "      <td>-79.594054</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>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>M2M</td>\n",
       "      <td>North York</td>\n",
       "      <td>Newtonbrook, Willowdale</td>\n",
       "      <td>43.789053</td>\n",
       "      <td>-79.408493</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>M1S</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Agincourt</td>\n",
       "      <td>43.794200</td>\n",
       "      <td>-79.262029</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>M9A</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>43.667856</td>\n",
       "      <td>-79.532242</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.218750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>43.662301</td>\n",
       "      <td>-79.389494</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.218750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>M2N</td>\n",
       "      <td>North York</td>\n",
       "      <td>Willowdale South</td>\n",
       "      <td>43.770120</td>\n",
       "      <td>-79.408493</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>M1P</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Dorset Park, Scarborough Town Centre, Wexford ...</td>\n",
       "      <td>43.757410</td>\n",
       "      <td>-79.273304</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Ryerson, Garden District</td>\n",
       "      <td>43.657162</td>\n",
       "      <td>-79.378937</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "      <td>0.200000</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>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>M1K</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>East Birchmount Park, Ionview, Kennedy Park</td>\n",
       "      <td>43.727929</td>\n",
       "      <td>-79.262029</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>M4M</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Studio District</td>\n",
       "      <td>43.659526</td>\n",
       "      <td>-79.340923</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>M5M</td>\n",
       "      <td>North York</td>\n",
       "      <td>Bedford Park, Lawrence Manor East</td>\n",
       "      <td>43.733283</td>\n",
       "      <td>-79.419750</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>M5P</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Forest Hill North, Forest Hill West</td>\n",
       "      <td>43.696948</td>\n",
       "      <td>-79.411307</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>M2P</td>\n",
       "      <td>North York</td>\n",
       "      <td>York Mills West</td>\n",
       "      <td>43.752758</td>\n",
       "      <td>-79.400049</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>M5T</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Chinatown, Grange Park, Kensington Market</td>\n",
       "      <td>43.653206</td>\n",
       "      <td>-79.400049</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>M3J</td>\n",
       "      <td>North York</td>\n",
       "      <td>Northwood Park, York University</td>\n",
       "      <td>43.767980</td>\n",
       "      <td>-79.487262</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>M1V</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Agincourt North, L'Amoreaux East, Milliken, St...</td>\n",
       "      <td>43.815252</td>\n",
       "      <td>-79.284577</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>M3B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills North</td>\n",
       "      <td>43.745906</td>\n",
       "      <td>-79.352188</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>M4B</td>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Gardens, Parkview Hill</td>\n",
       "      <td>43.706397</td>\n",
       "      <td>-79.309937</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>M9N</td>\n",
       "      <td>York</td>\n",
       "      <td>Weston</td>\n",
       "      <td>43.706876</td>\n",
       "      <td>-79.518188</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.187500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>M9P</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Westmount</td>\n",
       "      <td>43.696319</td>\n",
       "      <td>-79.532242</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>M9C</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Bloordale Gardens, Eringate, Markland Wood, Ol...</td>\n",
       "      <td>43.643515</td>\n",
       "      <td>-79.577201</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>M5W</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Stn A PO Boxes 25 The Esplanade</td>\n",
       "      <td>43.646435</td>\n",
       "      <td>-79.374846</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</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>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>M6N</td>\n",
       "      <td>York</td>\n",
       "      <td>The Junction North, Runnymede</td>\n",
       "      <td>43.673185</td>\n",
       "      <td>-79.487262</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</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",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>M4W</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Rosedale</td>\n",
       "      <td>43.679563</td>\n",
       "      <td>-79.377529</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>M4S</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Davisville</td>\n",
       "      <td>43.704324</td>\n",
       "      <td>-79.388790</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>M2J</td>\n",
       "      <td>North York</td>\n",
       "      <td>Fairview, Henry Farm, Oriole</td>\n",
       "      <td>43.778517</td>\n",
       "      <td>-79.346556</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>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>M2H</td>\n",
       "      <td>North York</td>\n",
       "      <td>Hillcrest Village</td>\n",
       "      <td>43.803762</td>\n",
       "      <td>-79.363452</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>M5N</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Roselawn</td>\n",
       "      <td>43.711695</td>\n",
       "      <td>-79.416936</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>M1T</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Clarks Corners, Sullivan, Tam O'Shanter</td>\n",
       "      <td>43.781638</td>\n",
       "      <td>-79.304302</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>M5R</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>The Annex, North Midtown, Yorkville</td>\n",
       "      <td>43.672710</td>\n",
       "      <td>-79.405678</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>M9R</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Kingsview Village, Martin Grove Gardens, Richv...</td>\n",
       "      <td>43.688905</td>\n",
       "      <td>-79.554724</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.142857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>M2K</td>\n",
       "      <td>North York</td>\n",
       "      <td>Bayview Village</td>\n",
       "      <td>43.786947</td>\n",
       "      <td>-79.385975</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.133333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.125000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>M3L</td>\n",
       "      <td>North York</td>\n",
       "      <td>Downsview West</td>\n",
       "      <td>43.739015</td>\n",
       "      <td>-79.506944</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>0.111111</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>M8V</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Humber Bay Shores, Mimico South, New Toronto</td>\n",
       "      <td>43.605647</td>\n",
       "      <td>-79.501321</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>M6E</td>\n",
       "      <td>York</td>\n",
       "      <td>Caledonia-Fairbanks</td>\n",
       "      <td>43.689026</td>\n",
       "      <td>-79.453512</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.105263</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>M4Y</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Church and Wellesley</td>\n",
       "      <td>43.665860</td>\n",
       "      <td>-79.383160</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</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>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>M1R</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Maryvale, Wexford</td>\n",
       "      <td>43.750072</td>\n",
       "      <td>-79.295849</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>M3H</td>\n",
       "      <td>North York</td>\n",
       "      <td>Bathurst Manor, Downsview North, Wilson Heights</td>\n",
       "      <td>43.754328</td>\n",
       "      <td>-79.442259</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>M6C</td>\n",
       "      <td>York</td>\n",
       "      <td>Humewood-Cedarvale</td>\n",
       "      <td>43.693781</td>\n",
       "      <td>-79.428191</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>M6B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Glencairn</td>\n",
       "      <td>43.709577</td>\n",
       "      <td>-79.445073</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>M4C</td>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Heights</td>\n",
       "      <td>43.695344</td>\n",
       "      <td>-79.318389</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>M3N</td>\n",
       "      <td>North York</td>\n",
       "      <td>Downsview Northwest</td>\n",
       "      <td>43.761631</td>\n",
       "      <td>-79.520999</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>M8X</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>The Kingsway, Montgomery Road, Old Mill North</td>\n",
       "      <td>43.653654</td>\n",
       "      <td>-79.506944</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>M1L</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Clairlea, Golden Mile, Oakridge</td>\n",
       "      <td>43.711112</td>\n",
       "      <td>-79.284577</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>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>M4J</td>\n",
       "      <td>East York</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>43.685347</td>\n",
       "      <td>-79.338106</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>M4X</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Cabbagetown, St. James Town</td>\n",
       "      <td>43.667967</td>\n",
       "      <td>-79.367675</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>M1N</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Birch Cliff, Cliffside West</td>\n",
       "      <td>43.692657</td>\n",
       "      <td>-79.264848</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>M1J</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Scarborough Village</td>\n",
       "      <td>43.744734</td>\n",
       "      <td>-79.239476</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.083333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>M2R</td>\n",
       "      <td>North York</td>\n",
       "      <td>Willowdale West</td>\n",
       "      <td>43.782736</td>\n",
       "      <td>-79.442259</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>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.083333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>M9B</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Cloverdale, Islington, Martin Grove, Princess ...</td>\n",
       "      <td>43.650943</td>\n",
       "      <td>-79.554724</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>M9V</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Albion Gardens, Beaumond Heights, Humbergate, ...</td>\n",
       "      <td>43.739416</td>\n",
       "      <td>-79.588437</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>0.052632</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.052632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>M6R</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Parkdale, Roncesvalles</td>\n",
       "      <td>43.648960</td>\n",
       "      <td>-79.456325</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>M8W</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Alderwood, Long Branch</td>\n",
       "      <td>43.602414</td>\n",
       "      <td>-79.543484</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood, Morningside, West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>M7R</td>\n",
       "      <td>Mississauga</td>\n",
       "      <td>Canada Post Gateway Processing Centre</td>\n",
       "      <td>43.636966</td>\n",
       "      <td>-79.615819</td>\n",
       "      <td>0.050000</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>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>M5H</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Adelaide, King, Richmond</td>\n",
       "      <td>43.650571</td>\n",
       "      <td>-79.384568</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>M6P</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>High Park, The Junction South</td>\n",
       "      <td>43.661608</td>\n",
       "      <td>-79.464763</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>M5J</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront East, Toronto Islands, Union Station</td>\n",
       "      <td>43.640816</td>\n",
       "      <td>-79.381752</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>M3C</td>\n",
       "      <td>North York</td>\n",
       "      <td>Flemingdon Park, Don Mills South</td>\n",
       "      <td>43.725900</td>\n",
       "      <td>-79.340923</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>M5E</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Berczy Park</td>\n",
       "      <td>43.644771</td>\n",
       "      <td>-79.373306</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>0.05</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>M4L</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches West, India Bazaar</td>\n",
       "      <td>43.668999</td>\n",
       "      <td>-79.315572</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Heights, Lawrence Manor</td>\n",
       "      <td>43.718518</td>\n",
       "      <td>-79.464763</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>M4G</td>\n",
       "      <td>East York</td>\n",
       "      <td>Leaside</td>\n",
       "      <td>43.709060</td>\n",
       "      <td>-79.363452</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>M4H</td>\n",
       "      <td>East York</td>\n",
       "      <td>Thorncliffe Park</td>\n",
       "      <td>43.705369</td>\n",
       "      <td>-79.349372</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>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>M5S</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbord, University of Toronto</td>\n",
       "      <td>43.662696</td>\n",
       "      <td>-79.400049</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>M9L</td>\n",
       "      <td>North York</td>\n",
       "      <td>Humber Summit</td>\n",
       "      <td>43.756303</td>\n",
       "      <td>-79.565963</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>M4K</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Danforth West, Riverdale</td>\n",
       "      <td>43.679557</td>\n",
       "      <td>-79.352188</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>M9M</td>\n",
       "      <td>North York</td>\n",
       "      <td>Emery, Humberlea</td>\n",
       "      <td>43.724766</td>\n",
       "      <td>-79.532242</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>M8Z</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Kingsway Park South West, Mimico NW, The Queen...</td>\n",
       "      <td>43.628841</td>\n",
       "      <td>-79.520999</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>M1M</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cliffcrest, Cliffside, Scarborough Village West</td>\n",
       "      <td>43.716316</td>\n",
       "      <td>-79.239476</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>M2L</td>\n",
       "      <td>North York</td>\n",
       "      <td>Silver Hills, York Mills</td>\n",
       "      <td>43.757490</td>\n",
       "      <td>-79.374714</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>M8Y</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Humber Bay, King's Mill Park, Kingsway Park So...</td>\n",
       "      <td>43.636258</td>\n",
       "      <td>-79.498509</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>M3M</td>\n",
       "      <td>North York</td>\n",
       "      <td>Downsview Central</td>\n",
       "      <td>43.728496</td>\n",
       "      <td>-79.495697</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>M7Y</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>Business Reply Mail Processing Centre 969 Eastern</td>\n",
       "      <td>43.662744</td>\n",
       "      <td>-79.321558</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>M6J</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Little Portugal, Trinity</td>\n",
       "      <td>43.647927</td>\n",
       "      <td>-79.419750</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>M6M</td>\n",
       "      <td>York</td>\n",
       "      <td>Del Ray, Keelesdale, Mount Dennis, Silverthorn</td>\n",
       "      <td>43.691116</td>\n",
       "      <td>-79.476013</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>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Postcode           Borough  \\\n",
       "60       M5L  Downtown Toronto   \n",
       "44       M4P   Central Toronto   \n",
       "59       M5K  Downtown Toronto   \n",
       "52       M5A  Downtown Toronto   \n",
       "75       M6H      West Toronto   \n",
       "69       M5X  Downtown Toronto   \n",
       "3        M1G       Scarborough   \n",
       "67       M5V  Downtown Toronto   \n",
       "43       M4N   Central Toronto   \n",
       "15       M1W       Scarborough   \n",
       "56       M5G  Downtown Toronto   \n",
       "83       M6S      West Toronto   \n",
       "78       M6L        North York   \n",
       "45       M4R   Central Toronto   \n",
       "33       M4A        North York   \n",
       "47       M4T   Central Toronto   \n",
       "74       M6G  Downtown Toronto   \n",
       "48       M4V   Central Toronto   \n",
       "29       M3K        North York   \n",
       "77       M6K      West Toronto   \n",
       "101      M9W         Etobicoke   \n",
       "20       M2M        North York   \n",
       "12       M1S       Scarborough   \n",
       "85       M9A      Queen's Park   \n",
       "84       M7A  Downtown Toronto   \n",
       "21       M2N        North York   \n",
       "10       M1P       Scarborough   \n",
       "53       M5B  Downtown Toronto   \n",
       "1        M1C       Scarborough   \n",
       "4        M1H       Scarborough   \n",
       "6        M1K       Scarborough   \n",
       "42       M4M      East Toronto   \n",
       "61       M5M        North York   \n",
       "63       M5P   Central Toronto   \n",
       "22       M2P        North York   \n",
       "66       M5T  Downtown Toronto   \n",
       "28       M3J        North York   \n",
       "14       M1V       Scarborough   \n",
       "25       M3B        North York   \n",
       "34       M4B         East York   \n",
       "97       M9N              York   \n",
       "98       M9P         Etobicoke   \n",
       "94       M9C         Etobicoke   \n",
       "68       M5W  Downtown Toronto   \n",
       "54       M5C  Downtown Toronto   \n",
       "80       M6N              York   \n",
       "24       M3A        North York   \n",
       "49       M4W  Downtown Toronto   \n",
       "46       M4S   Central Toronto   \n",
       "17       M2J        North York   \n",
       "16       M2H        North York   \n",
       "62       M5N   Central Toronto   \n",
       "13       M1T       Scarborough   \n",
       "64       M5R   Central Toronto   \n",
       "99       M9R         Etobicoke   \n",
       "18       M2K        North York   \n",
       "0        M1B       Scarborough   \n",
       "30       M3L        North York   \n",
       "88       M8V         Etobicoke   \n",
       "73       M6E              York   \n",
       "51       M4Y  Downtown Toronto   \n",
       "36       M4E      East Toronto   \n",
       "11       M1R       Scarborough   \n",
       "27       M3H        North York   \n",
       "72       M6C              York   \n",
       "71       M6B        North York   \n",
       "35       M4C         East York   \n",
       "32       M3N        North York   \n",
       "90       M8X         Etobicoke   \n",
       "7        M1L       Scarborough   \n",
       "39       M4J         East York   \n",
       "50       M4X  Downtown Toronto   \n",
       "9        M1N       Scarborough   \n",
       "5        M1J       Scarborough   \n",
       "23       M2R        North York   \n",
       "93       M9B         Etobicoke   \n",
       "100      M9V         Etobicoke   \n",
       "82       M6R      West Toronto   \n",
       "89       M8W         Etobicoke   \n",
       "2        M1E       Scarborough   \n",
       "86       M7R       Mississauga   \n",
       "57       M5H  Downtown Toronto   \n",
       "81       M6P      West Toronto   \n",
       "58       M5J  Downtown Toronto   \n",
       "26       M3C        North York   \n",
       "55       M5E  Downtown Toronto   \n",
       "41       M4L      East Toronto   \n",
       "70       M6A        North York   \n",
       "37       M4G         East York   \n",
       "38       M4H         East York   \n",
       "65       M5S  Downtown Toronto   \n",
       "95       M9L        North York   \n",
       "40       M4K      East Toronto   \n",
       "96       M9M        North York   \n",
       "92       M8Z         Etobicoke   \n",
       "8        M1M       Scarborough   \n",
       "19       M2L        North York   \n",
       "91       M8Y         Etobicoke   \n",
       "31       M3M        North York   \n",
       "87       M7Y      East Toronto   \n",
       "76       M6J      West Toronto   \n",
       "79       M6M              York   \n",
       "\n",
       "                                          Neighborhood   Latitude  Longitude  \\\n",
       "60                      Commerce Court, Victoria Hotel  43.648198 -79.379817   \n",
       "44                                    Davisville North  43.712751 -79.390197   \n",
       "59            Design Exchange, Toronto Dominion Centre  43.647177 -79.381576   \n",
       "52                                        Harbourfront  43.654260 -79.360636   \n",
       "75                        Dovercourt Village, Dufferin  43.669005 -79.442259   \n",
       "69              First Canadian Place, Underground city  43.648429 -79.382280   \n",
       "3                                               Woburn  43.770992 -79.216917   \n",
       "67   CN Tower, Bathurst Quay, Island airport, Harbo...  43.628947 -79.394420   \n",
       "43                                       Lawrence Park  43.728020 -79.388790   \n",
       "15                                     L'Amoreaux West  43.799525 -79.318389   \n",
       "56                                  Central Bay Street  43.657952 -79.387383   \n",
       "83                                  Runnymede, Swansea  43.651571 -79.484450   \n",
       "78                  Downsview, North Park, Upwood Park  43.713756 -79.490074   \n",
       "45                                  North Toronto West  43.715383 -79.405678   \n",
       "33                                    Victoria Village  43.725882 -79.315572   \n",
       "47                         Moore Park, Summerhill East  43.689574 -79.383160   \n",
       "74                                            Christie  43.669542 -79.422564   \n",
       "48   Deer Park, Forest Hill SE, Rathnelly, South Hi...  43.686412 -79.400049   \n",
       "29                         CFB Toronto, Downsview East  43.737473 -79.464763   \n",
       "77        Brockton, Exhibition Place, Parkdale Village  43.636847 -79.428191   \n",
       "101                                          Northwest  43.706748 -79.594054   \n",
       "20                             Newtonbrook, Willowdale  43.789053 -79.408493   \n",
       "12                                           Agincourt  43.794200 -79.262029   \n",
       "85                                        Queen's Park  43.667856 -79.532242   \n",
       "84                                        Queen's Park  43.662301 -79.389494   \n",
       "21                                    Willowdale South  43.770120 -79.408493   \n",
       "10   Dorset Park, Scarborough Town Centre, Wexford ...  43.757410 -79.273304   \n",
       "53                            Ryerson, Garden District  43.657162 -79.378937   \n",
       "1               Highland Creek, Rouge Hill, Port Union  43.784535 -79.160497   \n",
       "4                                            Cedarbrae  43.773136 -79.239476   \n",
       "6          East Birchmount Park, Ionview, Kennedy Park  43.727929 -79.262029   \n",
       "42                                     Studio District  43.659526 -79.340923   \n",
       "61                   Bedford Park, Lawrence Manor East  43.733283 -79.419750   \n",
       "63                 Forest Hill North, Forest Hill West  43.696948 -79.411307   \n",
       "22                                     York Mills West  43.752758 -79.400049   \n",
       "66           Chinatown, Grange Park, Kensington Market  43.653206 -79.400049   \n",
       "28                     Northwood Park, York University  43.767980 -79.487262   \n",
       "14   Agincourt North, L'Amoreaux East, Milliken, St...  43.815252 -79.284577   \n",
       "25                                     Don Mills North  43.745906 -79.352188   \n",
       "34                     Woodbine Gardens, Parkview Hill  43.706397 -79.309937   \n",
       "97                                              Weston  43.706876 -79.518188   \n",
       "98                                           Westmount  43.696319 -79.532242   \n",
       "94   Bloordale Gardens, Eringate, Markland Wood, Ol...  43.643515 -79.577201   \n",
       "68                     Stn A PO Boxes 25 The Esplanade  43.646435 -79.374846   \n",
       "54                                      St. James Town  43.651494 -79.375418   \n",
       "80                       The Junction North, Runnymede  43.673185 -79.487262   \n",
       "24                                           Parkwoods  43.753259 -79.329656   \n",
       "49                                            Rosedale  43.679563 -79.377529   \n",
       "46                                          Davisville  43.704324 -79.388790   \n",
       "17                        Fairview, Henry Farm, Oriole  43.778517 -79.346556   \n",
       "16                                   Hillcrest Village  43.803762 -79.363452   \n",
       "62                                            Roselawn  43.711695 -79.416936   \n",
       "13             Clarks Corners, Sullivan, Tam O'Shanter  43.781638 -79.304302   \n",
       "64                 The Annex, North Midtown, Yorkville  43.672710 -79.405678   \n",
       "99   Kingsview Village, Martin Grove Gardens, Richv...  43.688905 -79.554724   \n",
       "18                                     Bayview Village  43.786947 -79.385975   \n",
       "0                                       Rouge, Malvern  43.806686 -79.194353   \n",
       "30                                      Downsview West  43.739015 -79.506944   \n",
       "88        Humber Bay Shores, Mimico South, New Toronto  43.605647 -79.501321   \n",
       "73                                 Caledonia-Fairbanks  43.689026 -79.453512   \n",
       "51                                Church and Wellesley  43.665860 -79.383160   \n",
       "36                                         The Beaches  43.676357 -79.293031   \n",
       "11                                   Maryvale, Wexford  43.750072 -79.295849   \n",
       "27     Bathurst Manor, Downsview North, Wilson Heights  43.754328 -79.442259   \n",
       "72                                  Humewood-Cedarvale  43.693781 -79.428191   \n",
       "71                                           Glencairn  43.709577 -79.445073   \n",
       "35                                    Woodbine Heights  43.695344 -79.318389   \n",
       "32                                 Downsview Northwest  43.761631 -79.520999   \n",
       "90       The Kingsway, Montgomery Road, Old Mill North  43.653654 -79.506944   \n",
       "7                      Clairlea, Golden Mile, Oakridge  43.711112 -79.284577   \n",
       "39                                        East Toronto  43.685347 -79.338106   \n",
       "50                         Cabbagetown, St. James Town  43.667967 -79.367675   \n",
       "9                          Birch Cliff, Cliffside West  43.692657 -79.264848   \n",
       "5                                  Scarborough Village  43.744734 -79.239476   \n",
       "23                                     Willowdale West  43.782736 -79.442259   \n",
       "93   Cloverdale, Islington, Martin Grove, Princess ...  43.650943 -79.554724   \n",
       "100  Albion Gardens, Beaumond Heights, Humbergate, ...  43.739416 -79.588437   \n",
       "82                              Parkdale, Roncesvalles  43.648960 -79.456325   \n",
       "89                              Alderwood, Long Branch  43.602414 -79.543484   \n",
       "2                    Guildwood, Morningside, West Hill  43.763573 -79.188711   \n",
       "86               Canada Post Gateway Processing Centre  43.636966 -79.615819   \n",
       "57                            Adelaide, King, Richmond  43.650571 -79.384568   \n",
       "81                       High Park, The Junction South  43.661608 -79.464763   \n",
       "58   Harbourfront East, Toronto Islands, Union Station  43.640816 -79.381752   \n",
       "26                    Flemingdon Park, Don Mills South  43.725900 -79.340923   \n",
       "55                                         Berczy Park  43.644771 -79.373306   \n",
       "41                      The Beaches West, India Bazaar  43.668999 -79.315572   \n",
       "70                    Lawrence Heights, Lawrence Manor  43.718518 -79.464763   \n",
       "37                                             Leaside  43.709060 -79.363452   \n",
       "38                                    Thorncliffe Park  43.705369 -79.349372   \n",
       "65                      Harbord, University of Toronto  43.662696 -79.400049   \n",
       "95                                       Humber Summit  43.756303 -79.565963   \n",
       "40                        The Danforth West, Riverdale  43.679557 -79.352188   \n",
       "96                                    Emery, Humberlea  43.724766 -79.532242   \n",
       "92   Kingsway Park South West, Mimico NW, The Queen...  43.628841 -79.520999   \n",
       "8      Cliffcrest, Cliffside, Scarborough Village West  43.716316 -79.239476   \n",
       "19                            Silver Hills, York Mills  43.757490 -79.374714   \n",
       "91   Humber Bay, King's Mill Park, Kingsway Park So...  43.636258 -79.498509   \n",
       "31                                   Downsview Central  43.728496 -79.495697   \n",
       "87   Business Reply Mail Processing Centre 969 Eastern  43.662744 -79.321558   \n",
       "76                            Little Portugal, Trinity  43.647927 -79.419750   \n",
       "79      Del Ray, Keelesdale, Mount Dennis, Silverthorn  43.691116 -79.476013   \n",
       "\n",
       "     Breakfast Spot  Bubble Tea Shop      Café  Cantonese Restaurant  \\\n",
       "60         0.000000          0.00000  0.250000                  0.00   \n",
       "44         0.050000          0.00000  0.150000                  0.00   \n",
       "59         0.000000          0.00000  0.150000                  0.00   \n",
       "52         0.100000          0.00000  0.000000                  0.00   \n",
       "75         0.000000          0.00000  0.200000                  0.00   \n",
       "69         0.000000          0.00000  0.200000                  0.00   \n",
       "3          0.000000          0.00000  0.000000                  0.00   \n",
       "67         0.000000          0.00000  0.125000                  0.00   \n",
       "43         0.000000          0.00000  0.200000                  0.00   \n",
       "15         0.050000          0.05000  0.000000                  0.00   \n",
       "56         0.000000          0.05000  0.000000                  0.00   \n",
       "83         0.000000          0.00000  0.150000                  0.00   \n",
       "78         0.000000          0.00000  0.000000                  0.00   \n",
       "45         0.000000          0.00000  0.050000                  0.00   \n",
       "33         0.000000          0.00000  0.083333                  0.00   \n",
       "47         0.050000          0.00000  0.100000                  0.00   \n",
       "74         0.000000          0.00000  0.100000                  0.00   \n",
       "48         0.050000          0.00000  0.100000                  0.00   \n",
       "29         0.000000          0.00000  0.050000                  0.00   \n",
       "77         0.050000          0.00000  0.050000                  0.00   \n",
       "101        0.000000          0.00000  0.000000                  0.00   \n",
       "20         0.000000          0.00000  0.150000                  0.00   \n",
       "12         0.050000          0.00000  0.000000                  0.05   \n",
       "85         0.000000          0.03125  0.031250                  0.00   \n",
       "84         0.000000          0.03125  0.031250                  0.00   \n",
       "21         0.000000          0.05000  0.100000                  0.00   \n",
       "10         0.000000          0.00000  0.000000                  0.00   \n",
       "53         0.000000          0.00000  0.050000                  0.00   \n",
       "1          0.200000          0.00000  0.000000                  0.00   \n",
       "4          0.000000          0.00000  0.000000                  0.00   \n",
       "6          0.000000          0.00000  0.000000                  0.00   \n",
       "42         0.000000          0.00000  0.100000                  0.00   \n",
       "61         0.000000          0.00000  0.050000                  0.00   \n",
       "63         0.000000          0.00000  0.100000                  0.00   \n",
       "22         0.000000          0.00000  0.000000                  0.00   \n",
       "66         0.000000          0.00000  0.150000                  0.00   \n",
       "28         0.000000          0.00000  0.000000                  0.00   \n",
       "14         0.000000          0.00000  0.000000                  0.00   \n",
       "25         0.050000          0.00000  0.050000                  0.00   \n",
       "34         0.050000          0.00000  0.050000                  0.00   \n",
       "97         0.062500          0.00000  0.000000                  0.00   \n",
       "98         0.055556          0.00000  0.000000                  0.00   \n",
       "94         0.000000          0.00000  0.055556                  0.00   \n",
       "68         0.000000          0.00000  0.100000                  0.00   \n",
       "54         0.000000          0.00000  0.050000                  0.00   \n",
       "80         0.000000          0.00000  0.050000                  0.00   \n",
       "24         0.000000          0.00000  0.050000                  0.00   \n",
       "49         0.050000          0.00000  0.000000                  0.00   \n",
       "46         0.000000          0.00000  0.100000                  0.00   \n",
       "17         0.000000          0.00000  0.000000                  0.00   \n",
       "16         0.000000          0.00000  0.000000                  0.00   \n",
       "62         0.000000          0.00000  0.050000                  0.00   \n",
       "13         0.000000          0.00000  0.000000                  0.05   \n",
       "64         0.000000          0.00000  0.100000                  0.00   \n",
       "99         0.000000          0.00000  0.000000                  0.00   \n",
       "18         0.000000          0.00000  0.066667                  0.00   \n",
       "0          0.000000          0.00000  0.000000                  0.00   \n",
       "30         0.000000          0.00000  0.000000                  0.00   \n",
       "88         0.055556          0.00000  0.055556                  0.00   \n",
       "73         0.000000          0.00000  0.052632                  0.00   \n",
       "51         0.050000          0.05000  0.000000                  0.00   \n",
       "36         0.050000          0.00000  0.000000                  0.00   \n",
       "11         0.050000          0.00000  0.000000                  0.00   \n",
       "27         0.000000          0.00000  0.000000                  0.00   \n",
       "72         0.000000          0.00000  0.000000                  0.00   \n",
       "71         0.000000          0.00000  0.000000                  0.00   \n",
       "35         0.000000          0.00000  0.000000                  0.00   \n",
       "32         0.000000          0.00000  0.000000                  0.00   \n",
       "90         0.050000          0.00000  0.000000                  0.00   \n",
       "7          0.000000          0.00000  0.000000                  0.00   \n",
       "39         0.000000          0.00000  0.100000                  0.00   \n",
       "50         0.000000          0.00000  0.100000                  0.00   \n",
       "9          0.000000          0.00000  0.090909                  0.00   \n",
       "5          0.000000          0.00000  0.000000                  0.00   \n",
       "23         0.000000          0.00000  0.000000                  0.00   \n",
       "93         0.000000          0.00000  0.071429                  0.00   \n",
       "100        0.000000          0.00000  0.000000                  0.00   \n",
       "82         0.000000          0.00000  0.000000                  0.00   \n",
       "89         0.000000          0.00000  0.000000                  0.00   \n",
       "2          0.000000          0.00000  0.000000                  0.00   \n",
       "86         0.050000          0.00000  0.000000                  0.00   \n",
       "57         0.000000          0.00000  0.050000                  0.00   \n",
       "81         0.000000          0.00000  0.050000                  0.00   \n",
       "58         0.000000          0.00000  0.050000                  0.00   \n",
       "26         0.000000          0.00000  0.000000                  0.00   \n",
       "55         0.000000          0.00000  0.000000                  0.00   \n",
       "41         0.000000          0.00000  0.050000                  0.00   \n",
       "70         0.000000          0.00000  0.000000                  0.00   \n",
       "37         0.000000          0.00000  0.000000                  0.00   \n",
       "38         0.000000          0.00000  0.000000                  0.00   \n",
       "65         0.000000          0.00000  0.050000                  0.00   \n",
       "95         0.000000          0.00000  0.000000                  0.00   \n",
       "40         0.000000          0.00000  0.000000                  0.00   \n",
       "96         0.000000          0.00000  0.000000                  0.00   \n",
       "92         0.000000          0.00000  0.000000                  0.00   \n",
       "8          0.000000          0.00000  0.000000                  0.00   \n",
       "19         0.000000          0.00000  0.000000                  0.00   \n",
       "91         0.000000          0.00000  0.000000                  0.00   \n",
       "31         0.000000          0.00000  0.000000                  0.00   \n",
       "87         0.000000          0.00000  0.000000                  0.00   \n",
       "76         0.000000          0.00000  0.000000                  0.00   \n",
       "79         0.000000          0.00000  0.000000                  0.00   \n",
       "\n",
       "     Chinese Restaurant  Coffee Shop  Tea Room     Total  \n",
       "60             0.000000     0.100000      0.05  0.400000  \n",
       "44             0.000000     0.100000      0.05  0.350000  \n",
       "59             0.000000     0.200000      0.00  0.350000  \n",
       "52             0.000000     0.250000      0.00  0.350000  \n",
       "75             0.000000     0.150000      0.00  0.350000  \n",
       "69             0.000000     0.150000      0.00  0.350000  \n",
       "3              0.111111     0.222222      0.00  0.333333  \n",
       "67             0.000000     0.187500      0.00  0.312500  \n",
       "43             0.000000     0.100000      0.00  0.300000  \n",
       "15             0.100000     0.100000      0.00  0.300000  \n",
       "56             0.000000     0.200000      0.05  0.300000  \n",
       "83             0.000000     0.100000      0.05  0.300000  \n",
       "78             0.090909     0.181818      0.00  0.272727  \n",
       "45             0.050000     0.100000      0.05  0.250000  \n",
       "33             0.000000     0.166667      0.00  0.250000  \n",
       "47             0.000000     0.050000      0.05  0.250000  \n",
       "74             0.000000     0.150000      0.00  0.250000  \n",
       "48             0.000000     0.050000      0.05  0.250000  \n",
       "29             0.050000     0.150000      0.00  0.250000  \n",
       "77             0.000000     0.100000      0.05  0.250000  \n",
       "101            0.000000     0.250000      0.00  0.250000  \n",
       "20             0.000000     0.100000      0.00  0.250000  \n",
       "12             0.150000     0.000000      0.00  0.250000  \n",
       "85             0.000000     0.156250      0.00  0.218750  \n",
       "84             0.000000     0.156250      0.00  0.218750  \n",
       "21             0.000000     0.050000      0.00  0.200000  \n",
       "10             0.100000     0.100000      0.00  0.200000  \n",
       "53             0.000000     0.100000      0.05  0.200000  \n",
       "1              0.000000     0.000000      0.00  0.200000  \n",
       "4              0.050000     0.150000      0.00  0.200000  \n",
       "6              0.050000     0.150000      0.00  0.200000  \n",
       "42             0.000000     0.100000      0.00  0.200000  \n",
       "61             0.000000     0.150000      0.00  0.200000  \n",
       "63             0.000000     0.100000      0.00  0.200000  \n",
       "22             0.050000     0.150000      0.00  0.200000  \n",
       "66             0.000000     0.050000      0.00  0.200000  \n",
       "28             0.050000     0.150000      0.00  0.200000  \n",
       "14             0.150000     0.050000      0.00  0.200000  \n",
       "25             0.000000     0.100000      0.00  0.200000  \n",
       "34             0.000000     0.100000      0.00  0.200000  \n",
       "97             0.000000     0.125000      0.00  0.187500  \n",
       "98             0.055556     0.055556      0.00  0.166667  \n",
       "94             0.000000     0.111111      0.00  0.166667  \n",
       "68             0.000000     0.000000      0.05  0.150000  \n",
       "54             0.000000     0.100000      0.00  0.150000  \n",
       "80             0.000000     0.100000      0.00  0.150000  \n",
       "24             0.050000     0.050000      0.00  0.150000  \n",
       "49             0.000000     0.100000      0.00  0.150000  \n",
       "46             0.000000     0.050000      0.00  0.150000  \n",
       "17             0.000000     0.100000      0.05  0.150000  \n",
       "16             0.050000     0.100000      0.00  0.150000  \n",
       "62             0.000000     0.100000      0.00  0.150000  \n",
       "13             0.050000     0.050000      0.00  0.150000  \n",
       "64             0.000000     0.050000      0.00  0.150000  \n",
       "99             0.071429     0.071429      0.00  0.142857  \n",
       "18             0.066667     0.000000      0.00  0.133333  \n",
       "0              0.062500     0.062500      0.00  0.125000  \n",
       "30             0.000000     0.111111      0.00  0.111111  \n",
       "88             0.000000     0.000000      0.00  0.111111  \n",
       "73             0.000000     0.052632      0.00  0.105263  \n",
       "51             0.000000     0.000000      0.00  0.100000  \n",
       "36             0.000000     0.050000      0.00  0.100000  \n",
       "11             0.000000     0.050000      0.00  0.100000  \n",
       "27             0.000000     0.100000      0.00  0.100000  \n",
       "72             0.000000     0.100000      0.00  0.100000  \n",
       "71             0.000000     0.100000      0.00  0.100000  \n",
       "35             0.000000     0.100000      0.00  0.100000  \n",
       "32             0.000000     0.100000      0.00  0.100000  \n",
       "90             0.000000     0.050000      0.00  0.100000  \n",
       "7              0.000000     0.100000      0.00  0.100000  \n",
       "39             0.000000     0.000000      0.00  0.100000  \n",
       "50             0.000000     0.000000      0.00  0.100000  \n",
       "9              0.000000     0.000000      0.00  0.090909  \n",
       "5              0.000000     0.083333      0.00  0.083333  \n",
       "23             0.000000     0.083333      0.00  0.083333  \n",
       "93             0.000000     0.000000      0.00  0.071429  \n",
       "100            0.000000     0.052632      0.00  0.052632  \n",
       "82             0.000000     0.050000      0.00  0.050000  \n",
       "89             0.000000     0.050000      0.00  0.050000  \n",
       "2              0.000000     0.050000      0.00  0.050000  \n",
       "86             0.000000     0.000000      0.00  0.050000  \n",
       "57             0.000000     0.000000      0.00  0.050000  \n",
       "81             0.000000     0.000000      0.00  0.050000  \n",
       "58             0.000000     0.000000      0.00  0.050000  \n",
       "26             0.000000     0.050000      0.00  0.050000  \n",
       "55             0.000000     0.000000      0.05  0.050000  \n",
       "41             0.000000     0.000000      0.00  0.050000  \n",
       "70             0.000000     0.050000      0.00  0.050000  \n",
       "37             0.000000     0.050000      0.00  0.050000  \n",
       "38             0.000000     0.050000      0.00  0.050000  \n",
       "65             0.000000     0.000000      0.00  0.050000  \n",
       "95             0.000000     0.000000      0.00  0.000000  \n",
       "40             0.000000     0.000000      0.00  0.000000  \n",
       "96             0.000000     0.000000      0.00  0.000000  \n",
       "92             0.000000     0.000000      0.00  0.000000  \n",
       "8              0.000000     0.000000      0.00  0.000000  \n",
       "19             0.000000     0.000000      0.00  0.000000  \n",
       "91             0.000000     0.000000      0.00  0.000000  \n",
       "31             0.000000     0.000000      0.00  0.000000  \n",
       "87             0.000000     0.000000      0.00  0.000000  \n",
       "76             0.000000     0.000000      0.00  0.000000  \n",
       "79             0.000000     0.000000      0.00  0.000000  "
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     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_df.sort_values(by = ['Total'], ascending = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
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        circle_marker_0c45a29db7ed416fa5dc0d1aedeb0ec1.bindPopup(popup_1bca8470745542e4a2090b75e50d1da6)
        ;

        
    
    
            var circle_marker_2b986810c77d4465a6c686469d8c0e50 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_9f4e11e3aacb4ad999407d772d384ce0 = L.popup({"maxWidth": "100%"});

        
            var html_5bc50b4e0e3149cca32589956736cc26 = $(`<div id="html_5bc50b4e0e3149cca32589956736cc26" style="width: 100.0%; height: 100.0%;">Woburn score: 0.333</div>`)[0];
            popup_9f4e11e3aacb4ad999407d772d384ce0.setContent(html_5bc50b4e0e3149cca32589956736cc26);
        

        circle_marker_2b986810c77d4465a6c686469d8c0e50.bindPopup(popup_9f4e11e3aacb4ad999407d772d384ce0)
        ;

        
    
    
            var circle_marker_c1a5ccfa305647659a70579d9391d03b = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_e270c06ef6864189894ae17597ae20f2 = L.popup({"maxWidth": "100%"});

        
            var html_64937124c2054fc4a5103eede343d5b5 = $(`<div id="html_64937124c2054fc4a5103eede343d5b5" style="width: 100.0%; height: 100.0%;">Cedarbrae score: 0.2</div>`)[0];
            popup_e270c06ef6864189894ae17597ae20f2.setContent(html_64937124c2054fc4a5103eede343d5b5);
        

        circle_marker_c1a5ccfa305647659a70579d9391d03b.bindPopup(popup_e270c06ef6864189894ae17597ae20f2)
        ;

        
    
    
            var circle_marker_2525e81e20444d48a93abf1c44d1806f = L.circleMarker(
                [43.7447342, -79.23947609999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_a8c896220d324da0969bf695d05207cd = L.popup({"maxWidth": "100%"});

        
            var html_da8082945b084804b897bb41836f561b = $(`<div id="html_da8082945b084804b897bb41836f561b" style="width: 100.0%; height: 100.0%;">Scarborough Village score: 0.083</div>`)[0];
            popup_a8c896220d324da0969bf695d05207cd.setContent(html_da8082945b084804b897bb41836f561b);
        

        circle_marker_2525e81e20444d48a93abf1c44d1806f.bindPopup(popup_a8c896220d324da0969bf695d05207cd)
        ;

        
    
    
            var circle_marker_3bd66277d22240dba2b2a21a77fe4c25 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_c29d39ec60e24920925a4ba1ee24daa4 = L.popup({"maxWidth": "100%"});

        
            var html_87fa6478beef498ca195c0b45c30a8a1 = $(`<div id="html_87fa6478beef498ca195c0b45c30a8a1" style="width: 100.0%; height: 100.0%;">East Birchmount Park, Ionview, Kennedy Park score: 0.2</div>`)[0];
            popup_c29d39ec60e24920925a4ba1ee24daa4.setContent(html_87fa6478beef498ca195c0b45c30a8a1);
        

        circle_marker_3bd66277d22240dba2b2a21a77fe4c25.bindPopup(popup_c29d39ec60e24920925a4ba1ee24daa4)
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            var circle_marker_803b02bbfb26448986f2fd3e489d2a59 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_a25dd70a8fe6461794495eafeae763de = L.popup({"maxWidth": "100%"});

        
            var html_3fa97114a1c6482db52e977a89c54306 = $(`<div id="html_3fa97114a1c6482db52e977a89c54306" style="width: 100.0%; height: 100.0%;">Clairlea, Golden Mile, Oakridge score: 0.1</div>`)[0];
            popup_a25dd70a8fe6461794495eafeae763de.setContent(html_3fa97114a1c6482db52e977a89c54306);
        

        circle_marker_803b02bbfb26448986f2fd3e489d2a59.bindPopup(popup_a25dd70a8fe6461794495eafeae763de)
        ;

        
    
    
            var circle_marker_317724db828c4861b58e05019ca9fd27 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_051f172220774b85980b475d005c6487 = L.popup({"maxWidth": "100%"});

        
            var html_d30157d802ed4a2199123e92488cd6a6 = $(`<div id="html_d30157d802ed4a2199123e92488cd6a6" style="width: 100.0%; height: 100.0%;">Cliffcrest, Cliffside, Scarborough Village West score: 0.0</div>`)[0];
            popup_051f172220774b85980b475d005c6487.setContent(html_d30157d802ed4a2199123e92488cd6a6);
        

        circle_marker_317724db828c4861b58e05019ca9fd27.bindPopup(popup_051f172220774b85980b475d005c6487)
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            var circle_marker_a2b3f69f68174a42b4374be0fc9a05cd = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5a513fa6b12f4550ad3ac63ef2679460 = L.popup({"maxWidth": "100%"});

        
            var html_5a8226a702a2407fa729a98ffab310c3 = $(`<div id="html_5a8226a702a2407fa729a98ffab310c3" style="width: 100.0%; height: 100.0%;">Birch Cliff, Cliffside West score: 0.091</div>`)[0];
            popup_5a513fa6b12f4550ad3ac63ef2679460.setContent(html_5a8226a702a2407fa729a98ffab310c3);
        

        circle_marker_a2b3f69f68174a42b4374be0fc9a05cd.bindPopup(popup_5a513fa6b12f4550ad3ac63ef2679460)
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            var circle_marker_fad7e73465844b01ac016e8501aa0a5e = L.circleMarker(
                [43.7574096, -79.27330400000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_2d027909e75443e8808d39e5d7af062d = L.popup({"maxWidth": "100%"});

        
            var html_d1e9e8e353a544419a879a330679c428 = $(`<div id="html_d1e9e8e353a544419a879a330679c428" style="width: 100.0%; height: 100.0%;">Dorset Park, Scarborough Town Centre, Wexford Heights score: 0.2</div>`)[0];
            popup_2d027909e75443e8808d39e5d7af062d.setContent(html_d1e9e8e353a544419a879a330679c428);
        

        circle_marker_fad7e73465844b01ac016e8501aa0a5e.bindPopup(popup_2d027909e75443e8808d39e5d7af062d)
        ;

        
    
    
            var circle_marker_2f94e8d0c0dd4730ba169906259c04ff = L.circleMarker(
                [43.750071500000004, -79.2958491],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_2a81f0591dc84069afc674ff85969fc7 = L.popup({"maxWidth": "100%"});

        
            var html_f397f71b01e94b45b3936cfdd5b1300f = $(`<div id="html_f397f71b01e94b45b3936cfdd5b1300f" style="width: 100.0%; height: 100.0%;">Maryvale, Wexford score: 0.1</div>`)[0];
            popup_2a81f0591dc84069afc674ff85969fc7.setContent(html_f397f71b01e94b45b3936cfdd5b1300f);
        

        circle_marker_2f94e8d0c0dd4730ba169906259c04ff.bindPopup(popup_2a81f0591dc84069afc674ff85969fc7)
        ;

        
    
    
            var circle_marker_765a857991ba4509b749369c3150f23c = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_835984b23dc24ce5ab827d902bc8747c = L.popup({"maxWidth": "100%"});

        
            var html_c5dcbf4a14dd46f98de014010951e788 = $(`<div id="html_c5dcbf4a14dd46f98de014010951e788" style="width: 100.0%; height: 100.0%;">Agincourt score: 0.25</div>`)[0];
            popup_835984b23dc24ce5ab827d902bc8747c.setContent(html_c5dcbf4a14dd46f98de014010951e788);
        

        circle_marker_765a857991ba4509b749369c3150f23c.bindPopup(popup_835984b23dc24ce5ab827d902bc8747c)
        ;

        
    
    
            var circle_marker_748d505d3e57403483942d0a68b7ce99 = L.circleMarker(
                [43.7816375, -79.3043021],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_39315f7c1e8249a1bc800851c9cdd5fe = L.popup({"maxWidth": "100%"});

        
            var html_d90c59886bf9421d87581de0dbc568a6 = $(`<div id="html_d90c59886bf9421d87581de0dbc568a6" style="width: 100.0%; height: 100.0%;">Clarks Corners, Sullivan, Tam O&#39;Shanter score: 0.15</div>`)[0];
            popup_39315f7c1e8249a1bc800851c9cdd5fe.setContent(html_d90c59886bf9421d87581de0dbc568a6);
        

        circle_marker_748d505d3e57403483942d0a68b7ce99.bindPopup(popup_39315f7c1e8249a1bc800851c9cdd5fe)
        ;

        
    
    
            var circle_marker_a50a9ef39e9a4a92a8d1b0ab726847da = L.circleMarker(
                [43.8152522, -79.2845772],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_48d1c53db2ec412383dc2dae8e129aed = L.popup({"maxWidth": "100%"});

        
            var html_4b04f2d1a02149a0a8be64e21c49b881 = $(`<div id="html_4b04f2d1a02149a0a8be64e21c49b881" style="width: 100.0%; height: 100.0%;">Agincourt North, L&#39;Amoreaux East, Milliken, Steeles East score: 0.2</div>`)[0];
            popup_48d1c53db2ec412383dc2dae8e129aed.setContent(html_4b04f2d1a02149a0a8be64e21c49b881);
        

        circle_marker_a50a9ef39e9a4a92a8d1b0ab726847da.bindPopup(popup_48d1c53db2ec412383dc2dae8e129aed)
        ;

        
    
    
            var circle_marker_f876c98ab280495aa00db32c6cfc9b51 = L.circleMarker(
                [43.799525200000005, -79.3183887],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_f677b1a3b208461aabb1e6c79613be6b = L.popup({"maxWidth": "100%"});

        
            var html_e1b1bdd4cbf94808b247bf974da92cd3 = $(`<div id="html_e1b1bdd4cbf94808b247bf974da92cd3" style="width: 100.0%; height: 100.0%;">L&#39;Amoreaux West score: 0.3</div>`)[0];
            popup_f677b1a3b208461aabb1e6c79613be6b.setContent(html_e1b1bdd4cbf94808b247bf974da92cd3);
        

        circle_marker_f876c98ab280495aa00db32c6cfc9b51.bindPopup(popup_f677b1a3b208461aabb1e6c79613be6b)
        ;

        
    
    
            var circle_marker_de452186c5ea4591ad69323317886edd = L.circleMarker(
                [43.8037622, -79.3634517],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_c94e5520547b4beca592ec82f55ab571 = L.popup({"maxWidth": "100%"});

        
            var html_aa7ffedba3bf497fa735f3c3d1ef4d90 = $(`<div id="html_aa7ffedba3bf497fa735f3c3d1ef4d90" style="width: 100.0%; height: 100.0%;">Hillcrest Village score: 0.15</div>`)[0];
            popup_c94e5520547b4beca592ec82f55ab571.setContent(html_aa7ffedba3bf497fa735f3c3d1ef4d90);
        

        circle_marker_de452186c5ea4591ad69323317886edd.bindPopup(popup_c94e5520547b4beca592ec82f55ab571)
        ;

        
    
    
            var circle_marker_656e6446d127472bb78aee436533fd19 = L.circleMarker(
                [43.7785175, -79.3465557],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_28136d444f334dd58ed928ffde5b70d7 = L.popup({"maxWidth": "100%"});

        
            var html_8843932c4bdd46b9876e185f8f67b74e = $(`<div id="html_8843932c4bdd46b9876e185f8f67b74e" style="width: 100.0%; height: 100.0%;">Fairview, Henry Farm, Oriole score: 0.15</div>`)[0];
            popup_28136d444f334dd58ed928ffde5b70d7.setContent(html_8843932c4bdd46b9876e185f8f67b74e);
        

        circle_marker_656e6446d127472bb78aee436533fd19.bindPopup(popup_28136d444f334dd58ed928ffde5b70d7)
        ;

        
    
    
            var circle_marker_2983a41bb2724b4682bf227c7f17e5b5 = L.circleMarker(
                [43.7869473, -79.385975],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_415c37735c4841bc9d8263dd329176b4 = L.popup({"maxWidth": "100%"});

        
            var html_390356d7da9f443fabf06c8c21500296 = $(`<div id="html_390356d7da9f443fabf06c8c21500296" style="width: 100.0%; height: 100.0%;">Bayview Village score: 0.133</div>`)[0];
            popup_415c37735c4841bc9d8263dd329176b4.setContent(html_390356d7da9f443fabf06c8c21500296);
        

        circle_marker_2983a41bb2724b4682bf227c7f17e5b5.bindPopup(popup_415c37735c4841bc9d8263dd329176b4)
        ;

        
    
    
            var circle_marker_e8bae0990c1841e3b9cecd6181f118a5 = L.circleMarker(
                [43.7574902, -79.37471409999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5a0ef7016136411fbad56d2d8764d547 = L.popup({"maxWidth": "100%"});

        
            var html_13bca337faef4066aabd85b5347d84c1 = $(`<div id="html_13bca337faef4066aabd85b5347d84c1" style="width: 100.0%; height: 100.0%;">Silver Hills, York Mills score: 0.0</div>`)[0];
            popup_5a0ef7016136411fbad56d2d8764d547.setContent(html_13bca337faef4066aabd85b5347d84c1);
        

        circle_marker_e8bae0990c1841e3b9cecd6181f118a5.bindPopup(popup_5a0ef7016136411fbad56d2d8764d547)
        ;

        
    
    
            var circle_marker_704a97f283bd43e68f7f5b50efe3a5cd = L.circleMarker(
                [43.789053, -79.40849279999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_145a977821ac4c03bd8372a6274ac04a = L.popup({"maxWidth": "100%"});

        
            var html_bd6c559e586d4b9aa56b151a239c0cbb = $(`<div id="html_bd6c559e586d4b9aa56b151a239c0cbb" style="width: 100.0%; height: 100.0%;">Newtonbrook, Willowdale score: 0.25</div>`)[0];
            popup_145a977821ac4c03bd8372a6274ac04a.setContent(html_bd6c559e586d4b9aa56b151a239c0cbb);
        

        circle_marker_704a97f283bd43e68f7f5b50efe3a5cd.bindPopup(popup_145a977821ac4c03bd8372a6274ac04a)
        ;

        
    
    
            var circle_marker_04790f26151d42349ccd70844112c720 = L.circleMarker(
                [43.7701199, -79.40849279999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_1e1e1e85514e43478e9c04a504354da6 = L.popup({"maxWidth": "100%"});

        
            var html_c80a3f136bd04b308d47c06a01c678c8 = $(`<div id="html_c80a3f136bd04b308d47c06a01c678c8" style="width: 100.0%; height: 100.0%;">Willowdale South score: 0.2</div>`)[0];
            popup_1e1e1e85514e43478e9c04a504354da6.setContent(html_c80a3f136bd04b308d47c06a01c678c8);
        

        circle_marker_04790f26151d42349ccd70844112c720.bindPopup(popup_1e1e1e85514e43478e9c04a504354da6)
        ;

        
    
    
            var circle_marker_839196a37c254a7b97ad3d7dc75e5598 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5922e8b61f054b82be44e0ab25343406 = L.popup({"maxWidth": "100%"});

        
            var html_a629eb932212463abfec276538bdc9f4 = $(`<div id="html_a629eb932212463abfec276538bdc9f4" style="width: 100.0%; height: 100.0%;">York Mills West score: 0.2</div>`)[0];
            popup_5922e8b61f054b82be44e0ab25343406.setContent(html_a629eb932212463abfec276538bdc9f4);
        

        circle_marker_839196a37c254a7b97ad3d7dc75e5598.bindPopup(popup_5922e8b61f054b82be44e0ab25343406)
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            var circle_marker_8a1f4a02e8154fb0bc906c08d2082c90 = L.circleMarker(
                [43.7827364, -79.4422593],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_045c70bede7e4a01860a837437bb04c7 = L.popup({"maxWidth": "100%"});

        
            var html_17906bf0d13640bbbcfa39d1fe580992 = $(`<div id="html_17906bf0d13640bbbcfa39d1fe580992" style="width: 100.0%; height: 100.0%;">Willowdale West score: 0.083</div>`)[0];
            popup_045c70bede7e4a01860a837437bb04c7.setContent(html_17906bf0d13640bbbcfa39d1fe580992);
        

        circle_marker_8a1f4a02e8154fb0bc906c08d2082c90.bindPopup(popup_045c70bede7e4a01860a837437bb04c7)
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            var circle_marker_ff98a931a06f4317accf75b410d8da31 = L.circleMarker(
                [43.7532586, -79.3296565],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_6638308b39e942578df81e377619818e = L.popup({"maxWidth": "100%"});

        
            var html_f13d2df60ff649f39bdd90011e593c1f = $(`<div id="html_f13d2df60ff649f39bdd90011e593c1f" style="width: 100.0%; height: 100.0%;">Parkwoods score: 0.15</div>`)[0];
            popup_6638308b39e942578df81e377619818e.setContent(html_f13d2df60ff649f39bdd90011e593c1f);
        

        circle_marker_ff98a931a06f4317accf75b410d8da31.bindPopup(popup_6638308b39e942578df81e377619818e)
        ;

        
    
    
            var circle_marker_f0d6a3252ba44113b183add71c23681e = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_fa32a331da414ae6984a0e656fc3ca28 = L.popup({"maxWidth": "100%"});

        
            var html_02f4d75a2a384f71b69d92493f97f81e = $(`<div id="html_02f4d75a2a384f71b69d92493f97f81e" style="width: 100.0%; height: 100.0%;">Don Mills North score: 0.2</div>`)[0];
            popup_fa32a331da414ae6984a0e656fc3ca28.setContent(html_02f4d75a2a384f71b69d92493f97f81e);
        

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            var circle_marker_318d0c90750a4d57b87438feb67b990e = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_07e57b3b8659479086a72cb8a1c73d9b = L.popup({"maxWidth": "100%"});

        
            var html_1c9ea6368ee64f99802addb7c1eaee60 = $(`<div id="html_1c9ea6368ee64f99802addb7c1eaee60" style="width: 100.0%; height: 100.0%;">Flemingdon Park, Don Mills South score: 0.05</div>`)[0];
            popup_07e57b3b8659479086a72cb8a1c73d9b.setContent(html_1c9ea6368ee64f99802addb7c1eaee60);
        

        circle_marker_318d0c90750a4d57b87438feb67b990e.bindPopup(popup_07e57b3b8659479086a72cb8a1c73d9b)
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            var circle_marker_5fda1067e56043d4bde13a1fa5d1f859 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_561d9decfe104aa38586516af5856d61 = L.popup({"maxWidth": "100%"});

        
            var html_3a963870ebbf498b90b29220dc8cddf0 = $(`<div id="html_3a963870ebbf498b90b29220dc8cddf0" style="width: 100.0%; height: 100.0%;">Bathurst Manor, Downsview North, Wilson Heights score: 0.1</div>`)[0];
            popup_561d9decfe104aa38586516af5856d61.setContent(html_3a963870ebbf498b90b29220dc8cddf0);
        

        circle_marker_5fda1067e56043d4bde13a1fa5d1f859.bindPopup(popup_561d9decfe104aa38586516af5856d61)
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            var circle_marker_9da0b967b5bc461d94dcdcbc967dd969 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_62f71830d3054394a2c7f9261b30c7b3 = L.popup({"maxWidth": "100%"});

        
            var html_1a06e71847ca4607a62396f43d2cb22f = $(`<div id="html_1a06e71847ca4607a62396f43d2cb22f" style="width: 100.0%; height: 100.0%;">Northwood Park, York University score: 0.2</div>`)[0];
            popup_62f71830d3054394a2c7f9261b30c7b3.setContent(html_1a06e71847ca4607a62396f43d2cb22f);
        

        circle_marker_9da0b967b5bc461d94dcdcbc967dd969.bindPopup(popup_62f71830d3054394a2c7f9261b30c7b3)
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            var circle_marker_82efc27114774e3f9e84a963aa0f9fa7 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_7a518de460cd4dc4aeedd278944b7724 = L.popup({"maxWidth": "100%"});

        
            var html_7145a528c3ae421db6cd4be33d273f65 = $(`<div id="html_7145a528c3ae421db6cd4be33d273f65" style="width: 100.0%; height: 100.0%;">CFB Toronto, Downsview East score: 0.25</div>`)[0];
            popup_7a518de460cd4dc4aeedd278944b7724.setContent(html_7145a528c3ae421db6cd4be33d273f65);
        

        circle_marker_82efc27114774e3f9e84a963aa0f9fa7.bindPopup(popup_7a518de460cd4dc4aeedd278944b7724)
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            var circle_marker_6c17accd39aa43e2b511001b3dfee838 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_79ffafff7d124d5c8876db9d993dadbc = L.popup({"maxWidth": "100%"});

        
            var html_303ad1f751ab44599b494dbdca58df22 = $(`<div id="html_303ad1f751ab44599b494dbdca58df22" style="width: 100.0%; height: 100.0%;">Downsview West score: 0.111</div>`)[0];
            popup_79ffafff7d124d5c8876db9d993dadbc.setContent(html_303ad1f751ab44599b494dbdca58df22);
        

        circle_marker_6c17accd39aa43e2b511001b3dfee838.bindPopup(popup_79ffafff7d124d5c8876db9d993dadbc)
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            var circle_marker_729bee2fe2a64d8fa4384e836c05f83f = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_87f4dd5bae194b1b98f182706724c20a = L.popup({"maxWidth": "100%"});

        
            var html_3c5f342b21e445c081177af5b3365484 = $(`<div id="html_3c5f342b21e445c081177af5b3365484" style="width: 100.0%; height: 100.0%;">Downsview Central score: 0.0</div>`)[0];
            popup_87f4dd5bae194b1b98f182706724c20a.setContent(html_3c5f342b21e445c081177af5b3365484);
        

        circle_marker_729bee2fe2a64d8fa4384e836c05f83f.bindPopup(popup_87f4dd5bae194b1b98f182706724c20a)
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            var circle_marker_a917957a898c4fb19a29bd0e3444b98a = L.circleMarker(
                [43.7616313, -79.52099940000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_ac9ddcbcf23a4ff0aa770ed460b4f3d3 = L.popup({"maxWidth": "100%"});

        
            var html_0d5b64d8218849fbb9f29757e5464daf = $(`<div id="html_0d5b64d8218849fbb9f29757e5464daf" style="width: 100.0%; height: 100.0%;">Downsview Northwest score: 0.1</div>`)[0];
            popup_ac9ddcbcf23a4ff0aa770ed460b4f3d3.setContent(html_0d5b64d8218849fbb9f29757e5464daf);
        

        circle_marker_a917957a898c4fb19a29bd0e3444b98a.bindPopup(popup_ac9ddcbcf23a4ff0aa770ed460b4f3d3)
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            var circle_marker_f5e21c4bf5f24e3992424a23aa656948 = L.circleMarker(
                [43.725882299999995, -79.31557159999998],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_610f69959b734877b91569486cf28968 = L.popup({"maxWidth": "100%"});

        
            var html_b44a0373ba894a389137910865b205a2 = $(`<div id="html_b44a0373ba894a389137910865b205a2" style="width: 100.0%; height: 100.0%;">Victoria Village score: 0.25</div>`)[0];
            popup_610f69959b734877b91569486cf28968.setContent(html_b44a0373ba894a389137910865b205a2);
        

        circle_marker_f5e21c4bf5f24e3992424a23aa656948.bindPopup(popup_610f69959b734877b91569486cf28968)
        ;

        
    
    
            var circle_marker_e6b204269ce24bac8d48693983ade6c0 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_b04c2cbc3cdb45fbb282fa425567611d = L.popup({"maxWidth": "100%"});

        
            var html_f2ec23c315f54e72ab7d931a3a98e8e5 = $(`<div id="html_f2ec23c315f54e72ab7d931a3a98e8e5" style="width: 100.0%; height: 100.0%;">Woodbine Gardens, Parkview Hill score: 0.2</div>`)[0];
            popup_b04c2cbc3cdb45fbb282fa425567611d.setContent(html_f2ec23c315f54e72ab7d931a3a98e8e5);
        

        circle_marker_e6b204269ce24bac8d48693983ade6c0.bindPopup(popup_b04c2cbc3cdb45fbb282fa425567611d)
        ;

        
    
    
            var circle_marker_550d477ce19747bba55b00154b267b5b = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_8fea28fe28544162b3ebab590a9bfcd6 = L.popup({"maxWidth": "100%"});

        
            var html_9260058f642f4db8a5efad7fc8486bec = $(`<div id="html_9260058f642f4db8a5efad7fc8486bec" style="width: 100.0%; height: 100.0%;">Woodbine Heights score: 0.1</div>`)[0];
            popup_8fea28fe28544162b3ebab590a9bfcd6.setContent(html_9260058f642f4db8a5efad7fc8486bec);
        

        circle_marker_550d477ce19747bba55b00154b267b5b.bindPopup(popup_8fea28fe28544162b3ebab590a9bfcd6)
        ;

        
    
    
            var circle_marker_37d8dc2840264905ba7775a0ece18e33 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_d7f828ee0ab54ac59509937360acdbf9 = L.popup({"maxWidth": "100%"});

        
            var html_358a2acbf57646edbded9657d7ac27cf = $(`<div id="html_358a2acbf57646edbded9657d7ac27cf" style="width: 100.0%; height: 100.0%;">The Beaches score: 0.1</div>`)[0];
            popup_d7f828ee0ab54ac59509937360acdbf9.setContent(html_358a2acbf57646edbded9657d7ac27cf);
        

        circle_marker_37d8dc2840264905ba7775a0ece18e33.bindPopup(popup_d7f828ee0ab54ac59509937360acdbf9)
        ;

        
    
    
            var circle_marker_fdd60a5c906e43bea96cb5d6b494b5d6 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_40dc865bc86b4529b7dff09ed3bc1297 = L.popup({"maxWidth": "100%"});

        
            var html_5a2c91f15dde41d5bcf78063bb3d1e1a = $(`<div id="html_5a2c91f15dde41d5bcf78063bb3d1e1a" style="width: 100.0%; height: 100.0%;">Leaside score: 0.05</div>`)[0];
            popup_40dc865bc86b4529b7dff09ed3bc1297.setContent(html_5a2c91f15dde41d5bcf78063bb3d1e1a);
        

        circle_marker_fdd60a5c906e43bea96cb5d6b494b5d6.bindPopup(popup_40dc865bc86b4529b7dff09ed3bc1297)
        ;

        
    
    
            var circle_marker_5de3ed6a5517474ebf15e173165ddee0 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5626ad2191db44a3b18ab4560c0d3a72 = L.popup({"maxWidth": "100%"});

        
            var html_fea996c55fa54735860a0eab99158a15 = $(`<div id="html_fea996c55fa54735860a0eab99158a15" style="width: 100.0%; height: 100.0%;">Thorncliffe Park score: 0.05</div>`)[0];
            popup_5626ad2191db44a3b18ab4560c0d3a72.setContent(html_fea996c55fa54735860a0eab99158a15);
        

        circle_marker_5de3ed6a5517474ebf15e173165ddee0.bindPopup(popup_5626ad2191db44a3b18ab4560c0d3a72)
        ;

        
    
    
            var circle_marker_1e2b3d3215f640b58cc128c3dd8c3fbc = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_13777d7b37244c6a9fd4b970fc610f0a = L.popup({"maxWidth": "100%"});

        
            var html_130ec133923343c482c6f8db1862de0f = $(`<div id="html_130ec133923343c482c6f8db1862de0f" style="width: 100.0%; height: 100.0%;">East Toronto score: 0.1</div>`)[0];
            popup_13777d7b37244c6a9fd4b970fc610f0a.setContent(html_130ec133923343c482c6f8db1862de0f);
        

        circle_marker_1e2b3d3215f640b58cc128c3dd8c3fbc.bindPopup(popup_13777d7b37244c6a9fd4b970fc610f0a)
        ;

        
    
    
            var circle_marker_d18a00fe348249639d46ecd6bde357f8 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_95907affea0a48518697793db8bc50ee = L.popup({"maxWidth": "100%"});

        
            var html_04722da5d64f4d198b20f75d9c914778 = $(`<div id="html_04722da5d64f4d198b20f75d9c914778" style="width: 100.0%; height: 100.0%;">The Danforth West, Riverdale score: 0.0</div>`)[0];
            popup_95907affea0a48518697793db8bc50ee.setContent(html_04722da5d64f4d198b20f75d9c914778);
        

        circle_marker_d18a00fe348249639d46ecd6bde357f8.bindPopup(popup_95907affea0a48518697793db8bc50ee)
        ;

        
    
    
            var circle_marker_b79bfb6935924670b14ddb1d6d83f0b9 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5bf9e0ad8d7d45a7a4acae7b0082871e = L.popup({"maxWidth": "100%"});

        
            var html_0b1b05c496884c7db9fb46a60128a810 = $(`<div id="html_0b1b05c496884c7db9fb46a60128a810" style="width: 100.0%; height: 100.0%;">The Beaches West, India Bazaar score: 0.05</div>`)[0];
            popup_5bf9e0ad8d7d45a7a4acae7b0082871e.setContent(html_0b1b05c496884c7db9fb46a60128a810);
        

        circle_marker_b79bfb6935924670b14ddb1d6d83f0b9.bindPopup(popup_5bf9e0ad8d7d45a7a4acae7b0082871e)
        ;

        
    
    
            var circle_marker_ab977c4f545841d49fc867e9a53053b3 = L.circleMarker(
                [43.6595255, -79.340923],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_2247fec79f0d42a280b3c55650cab447 = L.popup({"maxWidth": "100%"});

        
            var html_bf2ec1c83ad34c4194a7496c9ebe4894 = $(`<div id="html_bf2ec1c83ad34c4194a7496c9ebe4894" style="width: 100.0%; height: 100.0%;">Studio District score: 0.2</div>`)[0];
            popup_2247fec79f0d42a280b3c55650cab447.setContent(html_bf2ec1c83ad34c4194a7496c9ebe4894);
        

        circle_marker_ab977c4f545841d49fc867e9a53053b3.bindPopup(popup_2247fec79f0d42a280b3c55650cab447)
        ;

        
    
    
            var circle_marker_696eb3bd9bf343be8cd3d1b7d2cfe951 = L.circleMarker(
                [43.7280205, -79.3887901],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_b528d63572e346e5968dd47c375e1ab7 = L.popup({"maxWidth": "100%"});

        
            var html_27597ee1573d40ae9104a18b3a9546b1 = $(`<div id="html_27597ee1573d40ae9104a18b3a9546b1" style="width: 100.0%; height: 100.0%;">Lawrence Park score: 0.3</div>`)[0];
            popup_b528d63572e346e5968dd47c375e1ab7.setContent(html_27597ee1573d40ae9104a18b3a9546b1);
        

        circle_marker_696eb3bd9bf343be8cd3d1b7d2cfe951.bindPopup(popup_b528d63572e346e5968dd47c375e1ab7)
        ;

        
    
    
            var circle_marker_a8639fba399b4095b13a72ff76da0a82 = L.circleMarker(
                [43.7127511, -79.3901975],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_32e35f6a24304a419a98152a766d1331 = L.popup({"maxWidth": "100%"});

        
            var html_bfd1a2f27fa04fc88918f10a9f7b178d = $(`<div id="html_bfd1a2f27fa04fc88918f10a9f7b178d" style="width: 100.0%; height: 100.0%;">Davisville North score: 0.35</div>`)[0];
            popup_32e35f6a24304a419a98152a766d1331.setContent(html_bfd1a2f27fa04fc88918f10a9f7b178d);
        

        circle_marker_a8639fba399b4095b13a72ff76da0a82.bindPopup(popup_32e35f6a24304a419a98152a766d1331)
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            var circle_marker_c83711de70074beebf317a6c75c9d88d = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_915f309646c7441f906567224b65372f = L.popup({"maxWidth": "100%"});

        
            var html_a1c5fd9229bc4672a4f3f775f0c7debd = $(`<div id="html_a1c5fd9229bc4672a4f3f775f0c7debd" style="width: 100.0%; height: 100.0%;">North Toronto West score: 0.25</div>`)[0];
            popup_915f309646c7441f906567224b65372f.setContent(html_a1c5fd9229bc4672a4f3f775f0c7debd);
        

        circle_marker_c83711de70074beebf317a6c75c9d88d.bindPopup(popup_915f309646c7441f906567224b65372f)
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            var circle_marker_628f39060c944f038385189ec48a777d = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5e4da8a9453a424895f2a9470118b075 = L.popup({"maxWidth": "100%"});

        
            var html_1caa951f135d4004a33c105c241feff7 = $(`<div id="html_1caa951f135d4004a33c105c241feff7" style="width: 100.0%; height: 100.0%;">Davisville score: 0.15</div>`)[0];
            popup_5e4da8a9453a424895f2a9470118b075.setContent(html_1caa951f135d4004a33c105c241feff7);
        

        circle_marker_628f39060c944f038385189ec48a777d.bindPopup(popup_5e4da8a9453a424895f2a9470118b075)
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            var circle_marker_7f6b02301399448ab80847caa5d2219b = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5100db71524e49f08a89db33307fefcf = L.popup({"maxWidth": "100%"});

        
            var html_b37ec8b867fc4314aaa9982b8aa767e0 = $(`<div id="html_b37ec8b867fc4314aaa9982b8aa767e0" style="width: 100.0%; height: 100.0%;">Moore Park, Summerhill East score: 0.25</div>`)[0];
            popup_5100db71524e49f08a89db33307fefcf.setContent(html_b37ec8b867fc4314aaa9982b8aa767e0);
        

        circle_marker_7f6b02301399448ab80847caa5d2219b.bindPopup(popup_5100db71524e49f08a89db33307fefcf)
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            var circle_marker_dfcb6efc99f049488c14d5c51fdcc6cb = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_6ad3574983bd4cdebaf12d45488c0d92 = L.popup({"maxWidth": "100%"});

        
            var html_901c3569009a4036bdb5f032bebd9f76 = $(`<div id="html_901c3569009a4036bdb5f032bebd9f76" style="width: 100.0%; height: 100.0%;">Deer Park, Forest Hill SE, Rathnelly, South Hill, Summerhill West score: 0.25</div>`)[0];
            popup_6ad3574983bd4cdebaf12d45488c0d92.setContent(html_901c3569009a4036bdb5f032bebd9f76);
        

        circle_marker_dfcb6efc99f049488c14d5c51fdcc6cb.bindPopup(popup_6ad3574983bd4cdebaf12d45488c0d92)
        ;

        
    
    
            var circle_marker_d3afa9ee687c42a8933558838cc10333 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_a7bc3ecbee1f435791db00a1c96879ed = L.popup({"maxWidth": "100%"});

        
            var html_29e9b25ff1e7452bbfb0196293edf348 = $(`<div id="html_29e9b25ff1e7452bbfb0196293edf348" style="width: 100.0%; height: 100.0%;">Rosedale score: 0.15</div>`)[0];
            popup_a7bc3ecbee1f435791db00a1c96879ed.setContent(html_29e9b25ff1e7452bbfb0196293edf348);
        

        circle_marker_d3afa9ee687c42a8933558838cc10333.bindPopup(popup_a7bc3ecbee1f435791db00a1c96879ed)
        ;

        
    
    
            var circle_marker_c5dea44957a84077bd57293d57fc9d8d = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_58a8df0fa4a84a8e8dadd8d1c42bd533 = L.popup({"maxWidth": "100%"});

        
            var html_90e5503417694b058779ce41689211af = $(`<div id="html_90e5503417694b058779ce41689211af" style="width: 100.0%; height: 100.0%;">Cabbagetown, St. James Town score: 0.1</div>`)[0];
            popup_58a8df0fa4a84a8e8dadd8d1c42bd533.setContent(html_90e5503417694b058779ce41689211af);
        

        circle_marker_c5dea44957a84077bd57293d57fc9d8d.bindPopup(popup_58a8df0fa4a84a8e8dadd8d1c42bd533)
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            var circle_marker_98cf5d36a04b437da736eb1ae74901b1 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_0c0b534e3875407c865e78a1bb3feecd = L.popup({"maxWidth": "100%"});

        
            var html_19d7b468bc5b4ab48cba59ce586870e4 = $(`<div id="html_19d7b468bc5b4ab48cba59ce586870e4" style="width: 100.0%; height: 100.0%;">Church and Wellesley score: 0.1</div>`)[0];
            popup_0c0b534e3875407c865e78a1bb3feecd.setContent(html_19d7b468bc5b4ab48cba59ce586870e4);
        

        circle_marker_98cf5d36a04b437da736eb1ae74901b1.bindPopup(popup_0c0b534e3875407c865e78a1bb3feecd)
        ;

        
    
    
            var circle_marker_e3b2591fa6954d0ea6f05531c17302a3 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_6b8bed602ff9463498d27cf2902d87c6 = L.popup({"maxWidth": "100%"});

        
            var html_d25c77ac0e86453893d5c00e1d8b884f = $(`<div id="html_d25c77ac0e86453893d5c00e1d8b884f" style="width: 100.0%; height: 100.0%;">Harbourfront score: 0.35</div>`)[0];
            popup_6b8bed602ff9463498d27cf2902d87c6.setContent(html_d25c77ac0e86453893d5c00e1d8b884f);
        

        circle_marker_e3b2591fa6954d0ea6f05531c17302a3.bindPopup(popup_6b8bed602ff9463498d27cf2902d87c6)
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            var circle_marker_4f23b368c1e34604b17bc64dac07a2da = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_034d08f205c14e63969bb45f22ba3e2f = L.popup({"maxWidth": "100%"});

        
            var html_b60d532c17984af38501bc94c37b7184 = $(`<div id="html_b60d532c17984af38501bc94c37b7184" style="width: 100.0%; height: 100.0%;">Ryerson, Garden District score: 0.2</div>`)[0];
            popup_034d08f205c14e63969bb45f22ba3e2f.setContent(html_b60d532c17984af38501bc94c37b7184);
        

        circle_marker_4f23b368c1e34604b17bc64dac07a2da.bindPopup(popup_034d08f205c14e63969bb45f22ba3e2f)
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            var circle_marker_e8a4989960e6404aa5ed5d44808389d0 = L.circleMarker(
                [43.6514939, -79.3754179],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_5aea6df873bd4c53b4f0f5f7e0f0fe71 = L.popup({"maxWidth": "100%"});

        
            var html_5a090abefad1408f8a0fa8f253298dec = $(`<div id="html_5a090abefad1408f8a0fa8f253298dec" style="width: 100.0%; height: 100.0%;">St. James Town score: 0.15</div>`)[0];
            popup_5aea6df873bd4c53b4f0f5f7e0f0fe71.setContent(html_5a090abefad1408f8a0fa8f253298dec);
        

        circle_marker_e8a4989960e6404aa5ed5d44808389d0.bindPopup(popup_5aea6df873bd4c53b4f0f5f7e0f0fe71)
        ;

        
    
    
            var circle_marker_e9435b2aafb14a9395d131d134614249 = L.circleMarker(
                [43.644770799999996, -79.3733064],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_0e47fdfee04c46a29fec8768be84f95a = L.popup({"maxWidth": "100%"});

        
            var html_dd67d6195bae42be8db6dd0dc5473ccf = $(`<div id="html_dd67d6195bae42be8db6dd0dc5473ccf" style="width: 100.0%; height: 100.0%;">Berczy Park score: 0.05</div>`)[0];
            popup_0e47fdfee04c46a29fec8768be84f95a.setContent(html_dd67d6195bae42be8db6dd0dc5473ccf);
        

        circle_marker_e9435b2aafb14a9395d131d134614249.bindPopup(popup_0e47fdfee04c46a29fec8768be84f95a)
        ;

        
    
    
            var circle_marker_e8cad5d153b04b0cb92ef74edea2ab7d = L.circleMarker(
                [43.6579524, -79.3873826],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_80cbe147822444d587cb645ced5c7e37 = L.popup({"maxWidth": "100%"});

        
            var html_a182b97154644cc5a465131a35288b1c = $(`<div id="html_a182b97154644cc5a465131a35288b1c" style="width: 100.0%; height: 100.0%;">Central Bay Street score: 0.3</div>`)[0];
            popup_80cbe147822444d587cb645ced5c7e37.setContent(html_a182b97154644cc5a465131a35288b1c);
        

        circle_marker_e8cad5d153b04b0cb92ef74edea2ab7d.bindPopup(popup_80cbe147822444d587cb645ced5c7e37)
        ;

        
    
    
            var circle_marker_e37e4a91981b4817a9ae62f09025277a = L.circleMarker(
                [43.65057120000001, -79.3845675],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_da0661e32f8b42de9d945923a6cabff8 = L.popup({"maxWidth": "100%"});

        
            var html_cde77dcbfe2f49199bfbf7252e7aa62d = $(`<div id="html_cde77dcbfe2f49199bfbf7252e7aa62d" style="width: 100.0%; height: 100.0%;">Adelaide, King, Richmond score: 0.05</div>`)[0];
            popup_da0661e32f8b42de9d945923a6cabff8.setContent(html_cde77dcbfe2f49199bfbf7252e7aa62d);
        

        circle_marker_e37e4a91981b4817a9ae62f09025277a.bindPopup(popup_da0661e32f8b42de9d945923a6cabff8)
        ;

        
    
    
            var circle_marker_8d1737062e324caba0f95e3c080643e7 = L.circleMarker(
                [43.6408157, -79.38175229999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_01df12b3f3d44146808e1553906cf473 = L.popup({"maxWidth": "100%"});

        
            var html_f10a68262f914c70a9c924554913d4c3 = $(`<div id="html_f10a68262f914c70a9c924554913d4c3" style="width: 100.0%; height: 100.0%;">Harbourfront East, Toronto Islands, Union Station score: 0.05</div>`)[0];
            popup_01df12b3f3d44146808e1553906cf473.setContent(html_f10a68262f914c70a9c924554913d4c3);
        

        circle_marker_8d1737062e324caba0f95e3c080643e7.bindPopup(popup_01df12b3f3d44146808e1553906cf473)
        ;

        
    
    
            var circle_marker_7e0a702f0c244d17a5e1107f65b0f825 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_fda2969d836041099c94c842c3a2f6f1 = L.popup({"maxWidth": "100%"});

        
            var html_48c90fa39623430baefce9995f578d59 = $(`<div id="html_48c90fa39623430baefce9995f578d59" style="width: 100.0%; height: 100.0%;">Design Exchange, Toronto Dominion Centre score: 0.35</div>`)[0];
            popup_fda2969d836041099c94c842c3a2f6f1.setContent(html_48c90fa39623430baefce9995f578d59);
        

        circle_marker_7e0a702f0c244d17a5e1107f65b0f825.bindPopup(popup_fda2969d836041099c94c842c3a2f6f1)
        ;

        
    
    
            var circle_marker_3acae12ab459430bb64d5512a037d093 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_f2741069d0da49b9b35b465ec93350f0 = L.popup({"maxWidth": "100%"});

        
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            popup_f2741069d0da49b9b35b465ec93350f0.setContent(html_e7dafd44e1704523a80efd19f0292f0f);
        

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        var popup_b259c0ea5fab4dd687b02574f3aa06f2 = L.popup({"maxWidth": "100%"});

        
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        var popup_0afeab7631d34af0af7fdafa61510486 = L.popup({"maxWidth": "100%"});

        
            var html_ff933758fd56438f8732e1aeb834155a = $(`<div id="html_ff933758fd56438f8732e1aeb834155a" style="width: 100.0%; height: 100.0%;">Forest Hill North, Forest Hill West score: 0.2</div>`)[0];
            popup_0afeab7631d34af0af7fdafa61510486.setContent(html_ff933758fd56438f8732e1aeb834155a);
        

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        var popup_988b5b7db21547db886ce6bd847fd45f = L.popup({"maxWidth": "100%"});

        
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            popup_988b5b7db21547db886ce6bd847fd45f.setContent(html_5e9e84551d46409f8b3b1d2f632fd04c);
        

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            popup_435dc5f864274def99c2fb92f63ccf5c.setContent(html_c8d14e15ab144564a09e32dbc18ae2e3);
        

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        var popup_fc50561a44d645a6ad6d9fe734743662 = L.popup({"maxWidth": "100%"});

        
            var html_072da04359d545dcb7c3dd6544762280 = $(`<div id="html_072da04359d545dcb7c3dd6544762280" style="width: 100.0%; height: 100.0%;">Chinatown, Grange Park, Kensington Market score: 0.2</div>`)[0];
            popup_fc50561a44d645a6ad6d9fe734743662.setContent(html_072da04359d545dcb7c3dd6544762280);
        

        circle_marker_7bad1af0822f4b2f896ed00d3c406a81.bindPopup(popup_fc50561a44d645a6ad6d9fe734743662)
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_bf6de40975bd4fda8f697e0fdd99f81a = L.popup({"maxWidth": "100%"});

        
            var html_78736b12b7fc4f64a1c0fa262a22db2f = $(`<div id="html_78736b12b7fc4f64a1c0fa262a22db2f" style="width: 100.0%; height: 100.0%;">CN Tower, Bathurst Quay, Island airport, Harbourfront West, King and Spadina, Railway Lands, South Niagara score: 0.312</div>`)[0];
            popup_bf6de40975bd4fda8f697e0fdd99f81a.setContent(html_78736b12b7fc4f64a1c0fa262a22db2f);
        

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            var circle_marker_c8b98171f1624f5a9783bd9b97556910 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_d56fef5c832049589fac55591e98d5fb = L.popup({"maxWidth": "100%"});

        
            var html_39fd6e1701bf448b8840dcb45323a2be = $(`<div id="html_39fd6e1701bf448b8840dcb45323a2be" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes 25 The Esplanade score: 0.15</div>`)[0];
            popup_d56fef5c832049589fac55591e98d5fb.setContent(html_39fd6e1701bf448b8840dcb45323a2be);
        

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            var circle_marker_2576fe00600644e0a6398fb5d8ba000d = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_536f4c63cbaf447eb5c313465ab35106 = L.popup({"maxWidth": "100%"});

        
            var html_e504fd807ee64a9fa9808d3a0a0ca15d = $(`<div id="html_e504fd807ee64a9fa9808d3a0a0ca15d" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city score: 0.35</div>`)[0];
            popup_536f4c63cbaf447eb5c313465ab35106.setContent(html_e504fd807ee64a9fa9808d3a0a0ca15d);
        

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            var circle_marker_da70daaf95f3426e9682e96696f44567 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_fe2f7880eeb3476c945e9d00daf8bd4f = L.popup({"maxWidth": "100%"});

        
            var html_9cfb31d5a03a4e3a80a15dabebfffddd = $(`<div id="html_9cfb31d5a03a4e3a80a15dabebfffddd" style="width: 100.0%; height: 100.0%;">Lawrence Heights, Lawrence Manor score: 0.05</div>`)[0];
            popup_fe2f7880eeb3476c945e9d00daf8bd4f.setContent(html_9cfb31d5a03a4e3a80a15dabebfffddd);
        

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            var circle_marker_41115c2617024f57a82fbae7e009c017 = L.circleMarker(
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        var popup_9b82e610bc104c5abcd3409aed0e0b69 = L.popup({"maxWidth": "100%"});

        
            var html_718307eca71742e4a77a4a99e9fddae1 = $(`<div id="html_718307eca71742e4a77a4a99e9fddae1" style="width: 100.0%; height: 100.0%;">Glencairn score: 0.1</div>`)[0];
            popup_9b82e610bc104c5abcd3409aed0e0b69.setContent(html_718307eca71742e4a77a4a99e9fddae1);
        

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            var circle_marker_a1b930fcf59f4d37a24f3dabd11066be = L.circleMarker(
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        var popup_3c62e537b8ef42aaa43aed7e6cf99bfd = L.popup({"maxWidth": "100%"});

        
            var html_7f2bd5fb84064e3d8fb8826d742a71f4 = $(`<div id="html_7f2bd5fb84064e3d8fb8826d742a71f4" style="width: 100.0%; height: 100.0%;">Humewood-Cedarvale score: 0.1</div>`)[0];
            popup_3c62e537b8ef42aaa43aed7e6cf99bfd.setContent(html_7f2bd5fb84064e3d8fb8826d742a71f4);
        

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            var circle_marker_bc90176aa44c465084deb8a00f33c23b = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_a75d63d0ca32479c9aa42e05ef7f3e61 = L.popup({"maxWidth": "100%"});

        
            var html_552fcad778b24f308f7e1050da0dce64 = $(`<div id="html_552fcad778b24f308f7e1050da0dce64" style="width: 100.0%; height: 100.0%;">Caledonia-Fairbanks score: 0.105</div>`)[0];
            popup_a75d63d0ca32479c9aa42e05ef7f3e61.setContent(html_552fcad778b24f308f7e1050da0dce64);
        

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            var circle_marker_c912285d23db4542a3237701cf7869b4 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_c2a923e49bb948b3958f541df4bfd6bc = L.popup({"maxWidth": "100%"});

        
            var html_aa3d8c1af9014c62a82150dc0843cae9 = $(`<div id="html_aa3d8c1af9014c62a82150dc0843cae9" style="width: 100.0%; height: 100.0%;">Christie score: 0.25</div>`)[0];
            popup_c2a923e49bb948b3958f541df4bfd6bc.setContent(html_aa3d8c1af9014c62a82150dc0843cae9);
        

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            var circle_marker_9a523cda6ed7437799e6e46a729bda34 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_a458d9ae366743cfa34e1e3cc104a7cc = L.popup({"maxWidth": "100%"});

        
            var html_eabe71aa86624655b65e57d2344506a2 = $(`<div id="html_eabe71aa86624655b65e57d2344506a2" style="width: 100.0%; height: 100.0%;">Dovercourt Village, Dufferin score: 0.35</div>`)[0];
            popup_a458d9ae366743cfa34e1e3cc104a7cc.setContent(html_eabe71aa86624655b65e57d2344506a2);
        

        circle_marker_9a523cda6ed7437799e6e46a729bda34.bindPopup(popup_a458d9ae366743cfa34e1e3cc104a7cc)
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            var circle_marker_b5a4c2cf1de64d61a8a2d089d35c4814 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_0d3770cfe4a04b288b9af10783205506 = L.popup({"maxWidth": "100%"});

        
            var html_ee8165dec4bd4f839f84c9dd343e266e = $(`<div id="html_ee8165dec4bd4f839f84c9dd343e266e" style="width: 100.0%; height: 100.0%;">Little Portugal, Trinity score: 0.0</div>`)[0];
            popup_0d3770cfe4a04b288b9af10783205506.setContent(html_ee8165dec4bd4f839f84c9dd343e266e);
        

        circle_marker_b5a4c2cf1de64d61a8a2d089d35c4814.bindPopup(popup_0d3770cfe4a04b288b9af10783205506)
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            var circle_marker_47909736fdb8481590c7eae82ab1f0c2 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_102a84fb789b47cb9bac3a403111b42e = L.popup({"maxWidth": "100%"});

        
            var html_e59eb53e677a4df7ac3bf35f096c4d45 = $(`<div id="html_e59eb53e677a4df7ac3bf35f096c4d45" style="width: 100.0%; height: 100.0%;">Brockton, Exhibition Place, Parkdale Village score: 0.25</div>`)[0];
            popup_102a84fb789b47cb9bac3a403111b42e.setContent(html_e59eb53e677a4df7ac3bf35f096c4d45);
        

        circle_marker_47909736fdb8481590c7eae82ab1f0c2.bindPopup(popup_102a84fb789b47cb9bac3a403111b42e)
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            var circle_marker_0cb0c492bbc94ba99b506269726f75b0 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_acb742b92f7848f48788d3a66d925706 = L.popup({"maxWidth": "100%"});

        
            var html_ae248864534f46c8a716771469e31707 = $(`<div id="html_ae248864534f46c8a716771469e31707" style="width: 100.0%; height: 100.0%;">Downsview, North Park, Upwood Park score: 0.273</div>`)[0];
            popup_acb742b92f7848f48788d3a66d925706.setContent(html_ae248864534f46c8a716771469e31707);
        

        circle_marker_0cb0c492bbc94ba99b506269726f75b0.bindPopup(popup_acb742b92f7848f48788d3a66d925706)
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            var circle_marker_a33f60f750a14a8b9716cf7e6ff7751e = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_d3d2a935b0684bdca80d337e7c805644 = L.popup({"maxWidth": "100%"});

        
            var html_b294fe929b6b4646aa803c933ed19a5b = $(`<div id="html_b294fe929b6b4646aa803c933ed19a5b" style="width: 100.0%; height: 100.0%;">Del Ray, Keelesdale, Mount Dennis, Silverthorn score: 0.0</div>`)[0];
            popup_d3d2a935b0684bdca80d337e7c805644.setContent(html_b294fe929b6b4646aa803c933ed19a5b);
        

        circle_marker_a33f60f750a14a8b9716cf7e6ff7751e.bindPopup(popup_d3d2a935b0684bdca80d337e7c805644)
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            var circle_marker_9e3ce843e1914cb8be8d252741be1332 = L.circleMarker(
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        var popup_4e7bc4648a4f42d18f513f1baedb1200 = L.popup({"maxWidth": "100%"});

        
            var html_745b7c47cad0446aba8fc20243ccf1f0 = $(`<div id="html_745b7c47cad0446aba8fc20243ccf1f0" style="width: 100.0%; height: 100.0%;">The Junction North, Runnymede score: 0.15</div>`)[0];
            popup_4e7bc4648a4f42d18f513f1baedb1200.setContent(html_745b7c47cad0446aba8fc20243ccf1f0);
        

        circle_marker_9e3ce843e1914cb8be8d252741be1332.bindPopup(popup_4e7bc4648a4f42d18f513f1baedb1200)
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            var circle_marker_6e0ce37ccc584dde875f32c3c8fe4fdd = L.circleMarker(
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        var popup_b33338b35acb498eba0d34abadfbe2cc = L.popup({"maxWidth": "100%"});

        
            var html_f4085face43e48fc9577da3671962638 = $(`<div id="html_f4085face43e48fc9577da3671962638" style="width: 100.0%; height: 100.0%;">High Park, The Junction South score: 0.05</div>`)[0];
            popup_b33338b35acb498eba0d34abadfbe2cc.setContent(html_f4085face43e48fc9577da3671962638);
        

        circle_marker_6e0ce37ccc584dde875f32c3c8fe4fdd.bindPopup(popup_b33338b35acb498eba0d34abadfbe2cc)
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            var circle_marker_003e5cdfb36d48c2826fe44a19127d06 = L.circleMarker(
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        var popup_80149b8511a247f7b2e4423002cc287d = L.popup({"maxWidth": "100%"});

        
            var html_e63155b975434dcf8120525fe4138838 = $(`<div id="html_e63155b975434dcf8120525fe4138838" style="width: 100.0%; height: 100.0%;">Parkdale, Roncesvalles score: 0.05</div>`)[0];
            popup_80149b8511a247f7b2e4423002cc287d.setContent(html_e63155b975434dcf8120525fe4138838);
        

        circle_marker_003e5cdfb36d48c2826fe44a19127d06.bindPopup(popup_80149b8511a247f7b2e4423002cc287d)
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            var circle_marker_3e27d0a5fbd34152a93995bf8697b7f4 = L.circleMarker(
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        var popup_920e77f6562a43ec9b483c6717371dd7 = L.popup({"maxWidth": "100%"});

        
            var html_d8c08e0a4074447d86be140562be39a7 = $(`<div id="html_d8c08e0a4074447d86be140562be39a7" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea score: 0.3</div>`)[0];
            popup_920e77f6562a43ec9b483c6717371dd7.setContent(html_d8c08e0a4074447d86be140562be39a7);
        

        circle_marker_3e27d0a5fbd34152a93995bf8697b7f4.bindPopup(popup_920e77f6562a43ec9b483c6717371dd7)
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            var circle_marker_b872336c4e814695879181d00888ab91 = L.circleMarker(
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        var popup_e0d7cb6c5f6f477199fcd99f3d944127 = L.popup({"maxWidth": "100%"});

        
            var html_04e335deec2b4791ad70938db2316804 = $(`<div id="html_04e335deec2b4791ad70938db2316804" style="width: 100.0%; height: 100.0%;">Queen&#39;s Park score: 0.219</div>`)[0];
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        circle_marker_b872336c4e814695879181d00888ab91.bindPopup(popup_e0d7cb6c5f6f477199fcd99f3d944127)
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            var circle_marker_cb8ff2173b6d454f851ab64e6ba09176 = L.circleMarker(
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        var popup_23da1ec2ba8240c1bdc3805363c825a6 = L.popup({"maxWidth": "100%"});

        
            var html_eef5673329294438b6e480b0bed01a7a = $(`<div id="html_eef5673329294438b6e480b0bed01a7a" style="width: 100.0%; height: 100.0%;">Queen&#39;s Park score: 0.219</div>`)[0];
            popup_23da1ec2ba8240c1bdc3805363c825a6.setContent(html_eef5673329294438b6e480b0bed01a7a);
        

        circle_marker_cb8ff2173b6d454f851ab64e6ba09176.bindPopup(popup_23da1ec2ba8240c1bdc3805363c825a6)
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            var circle_marker_54085334e4e343f99f9ba8add0fb6fb9 = L.circleMarker(
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        var popup_03b01b9e9d2e471c9dfd6181a6d7034f = L.popup({"maxWidth": "100%"});

        
            var html_fc68325ccdbc44538cd5d0cb06e83003 = $(`<div id="html_fc68325ccdbc44538cd5d0cb06e83003" style="width: 100.0%; height: 100.0%;">Canada Post Gateway Processing Centre score: 0.05</div>`)[0];
            popup_03b01b9e9d2e471c9dfd6181a6d7034f.setContent(html_fc68325ccdbc44538cd5d0cb06e83003);
        

        circle_marker_54085334e4e343f99f9ba8add0fb6fb9.bindPopup(popup_03b01b9e9d2e471c9dfd6181a6d7034f)
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            var circle_marker_b4055ad2886548ff834f5ee1460b5766 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_26818036daec4c5793bca2a7d94e746d = L.popup({"maxWidth": "100%"});

        
            var html_8015a29eac354a4eb08bb84ad25fbbf7 = $(`<div id="html_8015a29eac354a4eb08bb84ad25fbbf7" style="width: 100.0%; height: 100.0%;">Business Reply Mail Processing Centre 969 Eastern score: 0.0</div>`)[0];
            popup_26818036daec4c5793bca2a7d94e746d.setContent(html_8015a29eac354a4eb08bb84ad25fbbf7);
        

        circle_marker_b4055ad2886548ff834f5ee1460b5766.bindPopup(popup_26818036daec4c5793bca2a7d94e746d)
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            var circle_marker_1a9e4bafb2194ccd811db0abe1b1d0d9 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_8b4acc4725934ae3a948d29788b0f6c4 = L.popup({"maxWidth": "100%"});

        
            var html_b58e8f177b69420cbfaf01f50e99d9d0 = $(`<div id="html_b58e8f177b69420cbfaf01f50e99d9d0" style="width: 100.0%; height: 100.0%;">Humber Bay Shores, Mimico South, New Toronto score: 0.111</div>`)[0];
            popup_8b4acc4725934ae3a948d29788b0f6c4.setContent(html_b58e8f177b69420cbfaf01f50e99d9d0);
        

        circle_marker_1a9e4bafb2194ccd811db0abe1b1d0d9.bindPopup(popup_8b4acc4725934ae3a948d29788b0f6c4)
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            var circle_marker_fa18ec3c602e43838d30e5916bd5d31d = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_bb1fd52877724474ba9aec7e7b99001d = L.popup({"maxWidth": "100%"});

        
            var html_06f2317326d34dbbb94f4eca9df45e29 = $(`<div id="html_06f2317326d34dbbb94f4eca9df45e29" style="width: 100.0%; height: 100.0%;">Alderwood, Long Branch score: 0.05</div>`)[0];
            popup_bb1fd52877724474ba9aec7e7b99001d.setContent(html_06f2317326d34dbbb94f4eca9df45e29);
        

        circle_marker_fa18ec3c602e43838d30e5916bd5d31d.bindPopup(popup_bb1fd52877724474ba9aec7e7b99001d)
        ;

        
    
    
            var circle_marker_338f95447c1944a7ab03719d0c2b2144 = L.circleMarker(
                [43.653653600000005, -79.5069436],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_53e493647a09426fb574d3aebdeb9b0f = L.popup({"maxWidth": "100%"});

        
            var html_83c6425df6eb460299217d78b0ec7964 = $(`<div id="html_83c6425df6eb460299217d78b0ec7964" style="width: 100.0%; height: 100.0%;">The Kingsway, Montgomery Road, Old Mill North score: 0.1</div>`)[0];
            popup_53e493647a09426fb574d3aebdeb9b0f.setContent(html_83c6425df6eb460299217d78b0ec7964);
        

        circle_marker_338f95447c1944a7ab03719d0c2b2144.bindPopup(popup_53e493647a09426fb574d3aebdeb9b0f)
        ;

        
    
    
            var circle_marker_263321bbed9e4bc09d1660d9868fb1b6 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_882146e144d1475d854e6c9fa8aaf5ee = L.popup({"maxWidth": "100%"});

        
            var html_d0965dcb5ff34ba789b73a98a7e04fa7 = $(`<div id="html_d0965dcb5ff34ba789b73a98a7e04fa7" style="width: 100.0%; height: 100.0%;">Humber Bay, King&#39;s Mill Park, Kingsway Park South East, Mimico NE, Old Mill South, The Queensway East, Royal York South East, Sunnylea score: 0.0</div>`)[0];
            popup_882146e144d1475d854e6c9fa8aaf5ee.setContent(html_d0965dcb5ff34ba789b73a98a7e04fa7);
        

        circle_marker_263321bbed9e4bc09d1660d9868fb1b6.bindPopup(popup_882146e144d1475d854e6c9fa8aaf5ee)
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            var circle_marker_ea7a6e99ed134b4290718e8c9fb01f2c = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_c3c5185dc4ac4705b4542eaa0d1ceacf = L.popup({"maxWidth": "100%"});

        
            var html_3cc90ec48be34ed08926763c34012950 = $(`<div id="html_3cc90ec48be34ed08926763c34012950" style="width: 100.0%; height: 100.0%;">Kingsway Park South West, Mimico NW, The Queensway West, Royal York South West, South of Bloor score: 0.0</div>`)[0];
            popup_c3c5185dc4ac4705b4542eaa0d1ceacf.setContent(html_3cc90ec48be34ed08926763c34012950);
        

        circle_marker_ea7a6e99ed134b4290718e8c9fb01f2c.bindPopup(popup_c3c5185dc4ac4705b4542eaa0d1ceacf)
        ;

        
    
    
            var circle_marker_62ca34643fc04894824ad55e9f7514cf = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_92485c0668174481bab1679d3622ac10 = L.popup({"maxWidth": "100%"});

        
            var html_1db32695c95d43edaef6e44b5a732834 = $(`<div id="html_1db32695c95d43edaef6e44b5a732834" style="width: 100.0%; height: 100.0%;">Cloverdale, Islington, Martin Grove, Princess Gardens, West Deane Park score: 0.071</div>`)[0];
            popup_92485c0668174481bab1679d3622ac10.setContent(html_1db32695c95d43edaef6e44b5a732834);
        

        circle_marker_62ca34643fc04894824ad55e9f7514cf.bindPopup(popup_92485c0668174481bab1679d3622ac10)
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            var circle_marker_42b586fefa3d448da07f9f244107437c = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_d635eeb9f1b34a188d128d7461c75cd8 = L.popup({"maxWidth": "100%"});

        
            var html_8330503a11994ab1966d0ed948c84a67 = $(`<div id="html_8330503a11994ab1966d0ed948c84a67" style="width: 100.0%; height: 100.0%;">Bloordale Gardens, Eringate, Markland Wood, Old Burnhamthorpe score: 0.167</div>`)[0];
            popup_d635eeb9f1b34a188d128d7461c75cd8.setContent(html_8330503a11994ab1966d0ed948c84a67);
        

        circle_marker_42b586fefa3d448da07f9f244107437c.bindPopup(popup_d635eeb9f1b34a188d128d7461c75cd8)
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            var circle_marker_9d36f0b0d34e4732aaeb38b3bc707973 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_735b2301dc8f41a1b34dce14401dc099 = L.popup({"maxWidth": "100%"});

        
            var html_1ce0ebbdaa8c4f4cb63be2e8f27dfbb6 = $(`<div id="html_1ce0ebbdaa8c4f4cb63be2e8f27dfbb6" style="width: 100.0%; height: 100.0%;">Humber Summit score: 0.0</div>`)[0];
            popup_735b2301dc8f41a1b34dce14401dc099.setContent(html_1ce0ebbdaa8c4f4cb63be2e8f27dfbb6);
        

        circle_marker_9d36f0b0d34e4732aaeb38b3bc707973.bindPopup(popup_735b2301dc8f41a1b34dce14401dc099)
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            var circle_marker_68ceb60398f4400ba6ff7c051adafc31 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_4ab28bb4636d49748ed288b567835ba3 = L.popup({"maxWidth": "100%"});

        
            var html_21af68a76df54b6abc49c26cb0b88108 = $(`<div id="html_21af68a76df54b6abc49c26cb0b88108" style="width: 100.0%; height: 100.0%;">Emery, Humberlea score: 0.0</div>`)[0];
            popup_4ab28bb4636d49748ed288b567835ba3.setContent(html_21af68a76df54b6abc49c26cb0b88108);
        

        circle_marker_68ceb60398f4400ba6ff7c051adafc31.bindPopup(popup_4ab28bb4636d49748ed288b567835ba3)
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            var circle_marker_6e3db581c1ab432da60c5ae3c711ebd0 = L.circleMarker(
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            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_de8e1a3b8e3d4b3babccbd77dd917293 = L.popup({"maxWidth": "100%"});

        
            var html_bc9f851e13c144be85963380000a4571 = $(`<div id="html_bc9f851e13c144be85963380000a4571" style="width: 100.0%; height: 100.0%;">Weston score: 0.188</div>`)[0];
            popup_de8e1a3b8e3d4b3babccbd77dd917293.setContent(html_bc9f851e13c144be85963380000a4571);
        

        circle_marker_6e3db581c1ab432da60c5ae3c711ebd0.bindPopup(popup_de8e1a3b8e3d4b3babccbd77dd917293)
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            var circle_marker_cbb42756a4d14fcda7bb0ce26be44cbe = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_e1a96fd48ee84a8495768d9796925562 = L.popup({"maxWidth": "100%"});

        
            var html_da64428496f9444fba640c1ceebdb26e = $(`<div id="html_da64428496f9444fba640c1ceebdb26e" style="width: 100.0%; height: 100.0%;">Westmount score: 0.167</div>`)[0];
            popup_e1a96fd48ee84a8495768d9796925562.setContent(html_da64428496f9444fba640c1ceebdb26e);
        

        circle_marker_cbb42756a4d14fcda7bb0ce26be44cbe.bindPopup(popup_e1a96fd48ee84a8495768d9796925562)
        ;

        
    
    
            var circle_marker_ff92dd42c0e84044aebcb6076422800e = L.circleMarker(
                [43.6889054, -79.55472440000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_6d9198744a1641d29b290abeadcdf983 = L.popup({"maxWidth": "100%"});

        
            var html_0536e4d89759446ebd67072450b872d3 = $(`<div id="html_0536e4d89759446ebd67072450b872d3" style="width: 100.0%; height: 100.0%;">Kingsview Village, Martin Grove Gardens, Richview Gardens, St. Phillips score: 0.143</div>`)[0];
            popup_6d9198744a1641d29b290abeadcdf983.setContent(html_0536e4d89759446ebd67072450b872d3);
        

        circle_marker_ff92dd42c0e84044aebcb6076422800e.bindPopup(popup_6d9198744a1641d29b290abeadcdf983)
        ;

        
    
    
            var circle_marker_fe57b57f3ea24d29950a3adfa034abc0 = L.circleMarker(
                [43.739416399999996, -79.5884369],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_8030b5573477477cbb547246016b8e74 = L.popup({"maxWidth": "100%"});

        
            var html_25ec0550c2e840388d2483984799ec0e = $(`<div id="html_25ec0550c2e840388d2483984799ec0e" style="width: 100.0%; height: 100.0%;">Albion Gardens, Beaumond Heights, Humbergate, Jamestown, Mount Olive, Silverstone, South Steeles, Thistletown score: 0.053</div>`)[0];
            popup_8030b5573477477cbb547246016b8e74.setContent(html_25ec0550c2e840388d2483984799ec0e);
        

        circle_marker_fe57b57f3ea24d29950a3adfa034abc0.bindPopup(popup_8030b5573477477cbb547246016b8e74)
        ;

        
    
    
            var circle_marker_598f6f24ee814dcebdf28298bffee55b = L.circleMarker(
                [43.706748299999994, -79.5940544],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5, "stroke": true, "weight": 3}
            ).addTo(map_962128b86ff54872a7b4043f0f3ffc43);
        
    
        var popup_ff650eb2962f4b209468f21adc8672a6 = L.popup({"maxWidth": "100%"});

        
            var html_a72daeace7ce4753825ebab0e43b31fd = $(`<div id="html_a72daeace7ce4753825ebab0e43b31fd" style="width: 100.0%; height: 100.0%;">Northwest score: 0.25</div>`)[0];
            popup_ff650eb2962f4b209468f21adc8672a6.setContent(html_a72daeace7ce4753825ebab0e43b31fd);
        

        circle_marker_598f6f24ee814dcebdf28298bffee55b.bindPopup(popup_ff650eb2962f4b209468f21adc8672a6)
        ;

        
    
</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 0x7f05af264f60>"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mapToronto = folium.Map(location = [43.653963, -79.387207], zoom_start = 11)\n",
    "for neighborhood, lat, long, total in zip(new_df['Neighborhood'], new_df['Latitude'], new_df['Longitude'], new_df['Total']):\n",
    "    label = neighborhood + ' score: ' + str(round(total, 3))\n",
    "    label = folium.Popup(label, parse_html = True)\n",
    "    \n",
    "    folium.CircleMarker([lat, long], radius = 5, popup = label, color = 'red', fill=True, fill_opacity=1).add_to(mapToronto)\n",
    "\n",
    "mapToronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Now that we have the score of popularity for each neighborhood. We can now set the area where popularity of this type of shop is greater than 0.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "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>Postcode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>M5L</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Commerce Court, Victoria Hotel</td>\n",
       "      <td>43.648198</td>\n",
       "      <td>-79.379817</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>M4P</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Davisville North</td>\n",
       "      <td>43.712751</td>\n",
       "      <td>-79.390197</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Harbourfront</td>\n",
       "      <td>43.654260</td>\n",
       "      <td>-79.360636</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>M6H</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Dovercourt Village, Dufferin</td>\n",
       "      <td>43.669005</td>\n",
       "      <td>-79.442259</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>M5X</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>First Canadian Place, Underground city</td>\n",
       "      <td>43.648429</td>\n",
       "      <td>-79.382280</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>M5K</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Design Exchange, Toronto Dominion Centre</td>\n",
       "      <td>43.647177</td>\n",
       "      <td>-79.381576</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.350000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>M5V</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>CN Tower, Bathurst Quay, Island airport, Harbo...</td>\n",
       "      <td>43.628947</td>\n",
       "      <td>-79.394420</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.312500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>M1W</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>L'Amoreaux West</td>\n",
       "      <td>43.799525</td>\n",
       "      <td>-79.318389</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>M4N</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Lawrence Park</td>\n",
       "      <td>43.728020</td>\n",
       "      <td>-79.388790</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>M6S</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Runnymede, Swansea</td>\n",
       "      <td>43.651571</td>\n",
       "      <td>-79.484450</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>M5G</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Central Bay Street</td>\n",
       "      <td>43.657952</td>\n",
       "      <td>-79.387383</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.05000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>M6L</td>\n",
       "      <td>North York</td>\n",
       "      <td>Downsview, North Park, Upwood Park</td>\n",
       "      <td>43.713756</td>\n",
       "      <td>-79.490074</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.272727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>M1S</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Agincourt</td>\n",
       "      <td>43.794200</td>\n",
       "      <td>-79.262029</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>M4V</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Deer Park, Forest Hill SE, Rathnelly, South Hi...</td>\n",
       "      <td>43.686412</td>\n",
       "      <td>-79.400049</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>M4T</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>Moore Park, Summerhill East</td>\n",
       "      <td>43.689574</td>\n",
       "      <td>-79.383160</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>M4R</td>\n",
       "      <td>Central Toronto</td>\n",
       "      <td>North Toronto West</td>\n",
       "      <td>43.715383</td>\n",
       "      <td>-79.405678</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</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",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>M6G</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Christie</td>\n",
       "      <td>43.669542</td>\n",
       "      <td>-79.422564</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>M3K</td>\n",
       "      <td>North York</td>\n",
       "      <td>CFB Toronto, Downsview East</td>\n",
       "      <td>43.737473</td>\n",
       "      <td>-79.464763</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>M6K</td>\n",
       "      <td>West Toronto</td>\n",
       "      <td>Brockton, Exhibition Place, Parkdale Village</td>\n",
       "      <td>43.636847</td>\n",
       "      <td>-79.428191</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.05</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>M2M</td>\n",
       "      <td>North York</td>\n",
       "      <td>Newtonbrook, Willowdale</td>\n",
       "      <td>43.789053</td>\n",
       "      <td>-79.408493</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>M9W</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Northwest</td>\n",
       "      <td>43.706748</td>\n",
       "      <td>-79.594054</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>43.662301</td>\n",
       "      <td>-79.389494</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.218750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>M9A</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>Queen's Park</td>\n",
       "      <td>43.667856</td>\n",
       "      <td>-79.532242</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.03125</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.218750</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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      "text/plain": [
       "    Postcode           Borough  \\\n",
       "60       M5L  Downtown Toronto   \n",
       "44       M4P   Central Toronto   \n",
       "52       M5A  Downtown Toronto   \n",
       "75       M6H      West Toronto   \n",
       "69       M5X  Downtown Toronto   \n",
       "59       M5K  Downtown Toronto   \n",
       "3        M1G       Scarborough   \n",
       "67       M5V  Downtown Toronto   \n",
       "15       M1W       Scarborough   \n",
       "43       M4N   Central Toronto   \n",
       "83       M6S      West Toronto   \n",
       "56       M5G  Downtown Toronto   \n",
       "78       M6L        North York   \n",
       "12       M1S       Scarborough   \n",
       "48       M4V   Central Toronto   \n",
       "47       M4T   Central Toronto   \n",
       "45       M4R   Central Toronto   \n",
       "33       M4A        North York   \n",
       "74       M6G  Downtown Toronto   \n",
       "29       M3K        North York   \n",
       "77       M6K      West Toronto   \n",
       "20       M2M        North York   \n",
       "101      M9W         Etobicoke   \n",
       "84       M7A  Downtown Toronto   \n",
       "85       M9A      Queen's Park   \n",
       "\n",
       "                                          Neighborhood   Latitude  Longitude  \\\n",
       "60                      Commerce Court, Victoria Hotel  43.648198 -79.379817   \n",
       "44                                    Davisville North  43.712751 -79.390197   \n",
       "52                                        Harbourfront  43.654260 -79.360636   \n",
       "75                        Dovercourt Village, Dufferin  43.669005 -79.442259   \n",
       "69              First Canadian Place, Underground city  43.648429 -79.382280   \n",
       "59            Design Exchange, Toronto Dominion Centre  43.647177 -79.381576   \n",
       "3                                               Woburn  43.770992 -79.216917   \n",
       "67   CN Tower, Bathurst Quay, Island airport, Harbo...  43.628947 -79.394420   \n",
       "15                                     L'Amoreaux West  43.799525 -79.318389   \n",
       "43                                       Lawrence Park  43.728020 -79.388790   \n",
       "83                                  Runnymede, Swansea  43.651571 -79.484450   \n",
       "56                                  Central Bay Street  43.657952 -79.387383   \n",
       "78                  Downsview, North Park, Upwood Park  43.713756 -79.490074   \n",
       "12                                           Agincourt  43.794200 -79.262029   \n",
       "48   Deer Park, Forest Hill SE, Rathnelly, South Hi...  43.686412 -79.400049   \n",
       "47                         Moore Park, Summerhill East  43.689574 -79.383160   \n",
       "45                                  North Toronto West  43.715383 -79.405678   \n",
       "33                                    Victoria Village  43.725882 -79.315572   \n",
       "74                                            Christie  43.669542 -79.422564   \n",
       "29                         CFB Toronto, Downsview East  43.737473 -79.464763   \n",
       "77        Brockton, Exhibition Place, Parkdale Village  43.636847 -79.428191   \n",
       "20                             Newtonbrook, Willowdale  43.789053 -79.408493   \n",
       "101                                          Northwest  43.706748 -79.594054   \n",
       "84                                        Queen's Park  43.662301 -79.389494   \n",
       "85                                        Queen's Park  43.667856 -79.532242   \n",
       "\n",
       "     Breakfast Spot  Bubble Tea Shop      Café  Cantonese Restaurant  \\\n",
       "60             0.00          0.00000  0.250000                  0.00   \n",
       "44             0.05          0.00000  0.150000                  0.00   \n",
       "52             0.10          0.00000  0.000000                  0.00   \n",
       "75             0.00          0.00000  0.200000                  0.00   \n",
       "69             0.00          0.00000  0.200000                  0.00   \n",
       "59             0.00          0.00000  0.150000                  0.00   \n",
       "3              0.00          0.00000  0.000000                  0.00   \n",
       "67             0.00          0.00000  0.125000                  0.00   \n",
       "15             0.05          0.05000  0.000000                  0.00   \n",
       "43             0.00          0.00000  0.200000                  0.00   \n",
       "83             0.00          0.00000  0.150000                  0.00   \n",
       "56             0.00          0.05000  0.000000                  0.00   \n",
       "78             0.00          0.00000  0.000000                  0.00   \n",
       "12             0.05          0.00000  0.000000                  0.05   \n",
       "48             0.05          0.00000  0.100000                  0.00   \n",
       "47             0.05          0.00000  0.100000                  0.00   \n",
       "45             0.00          0.00000  0.050000                  0.00   \n",
       "33             0.00          0.00000  0.083333                  0.00   \n",
       "74             0.00          0.00000  0.100000                  0.00   \n",
       "29             0.00          0.00000  0.050000                  0.00   \n",
       "77             0.05          0.00000  0.050000                  0.00   \n",
       "20             0.00          0.00000  0.150000                  0.00   \n",
       "101            0.00          0.00000  0.000000                  0.00   \n",
       "84             0.00          0.03125  0.031250                  0.00   \n",
       "85             0.00          0.03125  0.031250                  0.00   \n",
       "\n",
       "     Chinese Restaurant  Coffee Shop  Tea Room     Total  \n",
       "60             0.000000     0.100000      0.05  0.400000  \n",
       "44             0.000000     0.100000      0.05  0.350000  \n",
       "52             0.000000     0.250000      0.00  0.350000  \n",
       "75             0.000000     0.150000      0.00  0.350000  \n",
       "69             0.000000     0.150000      0.00  0.350000  \n",
       "59             0.000000     0.200000      0.00  0.350000  \n",
       "3              0.111111     0.222222      0.00  0.333333  \n",
       "67             0.000000     0.187500      0.00  0.312500  \n",
       "15             0.100000     0.100000      0.00  0.300000  \n",
       "43             0.000000     0.100000      0.00  0.300000  \n",
       "83             0.000000     0.100000      0.05  0.300000  \n",
       "56             0.000000     0.200000      0.05  0.300000  \n",
       "78             0.090909     0.181818      0.00  0.272727  \n",
       "12             0.150000     0.000000      0.00  0.250000  \n",
       "48             0.000000     0.050000      0.05  0.250000  \n",
       "47             0.000000     0.050000      0.05  0.250000  \n",
       "45             0.050000     0.100000      0.05  0.250000  \n",
       "33             0.000000     0.166667      0.00  0.250000  \n",
       "74             0.000000     0.150000      0.00  0.250000  \n",
       "29             0.050000     0.150000      0.00  0.250000  \n",
       "77             0.000000     0.100000      0.05  0.250000  \n",
       "20             0.000000     0.100000      0.00  0.250000  \n",
       "101            0.000000     0.250000      0.00  0.250000  \n",
       "84             0.000000     0.156250      0.00  0.218750  \n",
       "85             0.000000     0.156250      0.00  0.218750  "
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "restricted_df = new_df[new_df['Total'] > 0.2]\n",
    "restricted_df.sort_values(by = 'Total', ascending = False)"
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  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(25, 13)"
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     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
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  {
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   "execution_count": 69,
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            var circle_marker_5bb299343eaa43e2844509a258d03634 = L.circleMarker(
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            ).addTo(map_d25a04f83ed0455f80ee7e294b0760fd);
        
    
            var circle_marker_9b0e1a0dbc224d27b506fc929195fb15 = L.circleMarker(
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            ).addTo(map_d25a04f83ed0455f80ee7e294b0760fd);
        
    
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      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f05af22a2e8>"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "restrictedMap = folium.Map(location = [43.653963, -79.387207], zoom_start = 11)\n",
    "\n",
    "for lat, long in zip(restricted_df['Latitude'], restricted_df['Longitude']):\n",
    "     folium.CircleMarker([lat, long], radius = 5, color = 'red', \n",
    "                         fill=True, fill_opacity=1).add_to(restrictedMap)\n",
    "restrictedMap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_df = new_df[['Total']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.cluster import KMeans\n",
    "kmeans = KMeans(n_clusters = 3, init = 'k-means++')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "labels = kmeans.fit_predict(cluster_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_df['Cluster'] = labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>Postcode</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Breakfast Spot</th>\n",
       "      <th>Bubble Tea Shop</th>\n",
       "      <th>Café</th>\n",
       "      <th>Cantonese Restaurant</th>\n",
       "      <th>Chinese Restaurant</th>\n",
       "      <th>Coffee Shop</th>\n",
       "      <th>Tea Room</th>\n",
       "      <th>Total</th>\n",
       "      <th>Cluster</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge, Malvern</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Highland Creek, Rouge Hill, Port Union</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "      <td>0.2</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood, Morningside, West Hill</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Woburn</td>\n",
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       "      <td>2</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Cedarbrae</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
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       "  Postcode      Borough                            Neighborhood   Latitude  \\\n",
       "0      M1B  Scarborough                          Rouge, Malvern  43.806686   \n",
       "1      M1C  Scarborough  Highland Creek, Rouge Hill, Port Union  43.784535   \n",
       "2      M1E  Scarborough       Guildwood, Morningside, West Hill  43.763573   \n",
       "3      M1G  Scarborough                                  Woburn  43.770992   \n",
       "4      M1H  Scarborough                               Cedarbrae  43.773136   \n",
       "\n",
       "   Longitude  Breakfast Spot  Bubble Tea Shop  Café  Cantonese Restaurant  \\\n",
       "0 -79.194353             0.0              0.0   0.0                   0.0   \n",
       "1 -79.160497             0.2              0.0   0.0                   0.0   \n",
       "2 -79.188711             0.0              0.0   0.0                   0.0   \n",
       "3 -79.216917             0.0              0.0   0.0                   0.0   \n",
       "4 -79.239476             0.0              0.0   0.0                   0.0   \n",
       "\n",
       "   Chinese Restaurant  Coffee Shop  Tea Room     Total  Cluster  \n",
       "0            0.062500     0.062500       0.0  0.125000        0  \n",
       "1            0.000000     0.000000       0.0  0.200000        0  \n",
       "2            0.000000     0.050000       0.0  0.050000        1  \n",
       "3            0.111111     0.222222       0.0  0.333333        2  \n",
       "4            0.050000     0.150000       0.0  0.200000        0  "
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_0 = new_df[new_df['Cluster'] == 0]\n",
    "\n",
    "clusteredMap = folium.Map(location = [43.653963, -79.387207], zoom_start = 11)\n",
    "for lat, long in zip(cluster_0['Latitude'], cluster_0['Longitude']):\n",
    "    folium.CircleMarker([lat, long], radius = 5, color = 'blue', fill = True, fill_opacity = 1).add_to(clusteredMap)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_1 = new_df[new_df['Cluster'] == 1]\n",
    "for lat, long in zip(cluster_1['Latitude'], cluster_1['Longitude']):\n",
    "    folium.CircleMarker([lat, long], radius = 5, color = 'green', fill = True, fill_opacity = 1).add_to(clusteredMap)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "cluster_2 = new_df[new_df['Cluster'] == 2]\n",
    "for lat, long in zip(cluster_2['Latitude'], cluster_2['Longitude']):\n",
    "    folium.CircleMarker([lat, long], radius = 5, color = 'red', fill = True, fill_opacity = 1).add_to(clusteredMap)"
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  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
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