Segmenting and Clustering Neighborhoods in Toronto.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "metadata": {
                "collapsed": true
            },
            "source": "Segmenting and Clustering Neighborhoods in Toronto\n"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Load Libraries"
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": "Solving environment: done\n\n## Package Plan ##\n\n  environment location: /opt/conda/envs/Python36\n\n  added / updated specs: \n    - geopy\n\n\nThe following packages will be downloaded:\n\n    package                    |            build\n    ---------------------------|-----------------\n    ca-certificates-2020.4.5.1 |       hecc5488_0         146 KB  conda-forge\n    openssl-1.1.1g             |       h516909a_0         2.1 MB  conda-forge\n    geopy-1.22.0               |     pyh9f0ad1d_0          63 KB  conda-forge\n    geographiclib-1.50         |             py_0          34 KB  conda-forge\n    certifi-2020.4.5.1         |   py36h9f0ad1d_0         151 KB  conda-forge\n    python_abi-3.6             |          1_cp36m           4 KB  conda-forge\n    ------------------------------------------------------------\n                                           Total:         2.5 MB\n\nThe following NEW packages will be INSTALLED:\n\n    geographiclib:   1.50-py_0           conda-forge\n    geopy:           1.22.0-pyh9f0ad1d_0 conda-forge\n    python_abi:      3.6-1_cp36m         conda-forge\n\nThe following packages will be UPDATED:\n\n    ca-certificates: 2020.1.1-0                      --> 2020.4.5.1-hecc5488_0     conda-forge\n    certifi:         2020.4.5.1-py36_0               --> 2020.4.5.1-py36h9f0ad1d_0 conda-forge\n    openssl:         1.1.1g-h7b6447c_0               --> 1.1.1g-h516909a_0         conda-forge\n\n\nDownloading and Extracting Packages\nca-certificates-2020 | 146 KB    | ##################################### | 100% \nopenssl-1.1.1g       | 2.1 MB    | ##################################### | 100% \ngeopy-1.22.0         | 63 KB     | ##################################### | 100% \ngeographiclib-1.50   | 34 KB     | ##################################### | 100% \ncertifi-2020.4.5.1   | 151 KB    | ##################################### | 100% \npython_abi-3.6       | 4 KB      | ##################################### | 100% \nPreparing transaction: done\nVerifying transaction: done\nExecuting transaction: done\nSolving environment: done\n\n## Package Plan ##\n\n  environment location: /opt/conda/envs/Python36\n\n  added / updated specs: \n    - folium=0.5.0\n\n\nThe following packages will be downloaded:\n\n    package                    |            build\n    ---------------------------|-----------------\n    folium-0.5.0               |             py_0          45 KB  conda-forge\n    vincent-0.4.4              |             py_1          28 KB  conda-forge\n    branca-0.4.1               |             py_0          26 KB  conda-forge\n    altair-4.1.0               |             py_1         614 KB  conda-forge\n    ------------------------------------------------------------\n                                           Total:         713 KB\n\nThe following NEW packages will be INSTALLED:\n\n    altair:  4.1.0-py_1 conda-forge\n    branca:  0.4.1-py_0 conda-forge\n    folium:  0.5.0-py_0 conda-forge\n    vincent: 0.4.4-py_1 conda-forge\n\n\nDownloading and Extracting Packages\nfolium-0.5.0         | 45 KB     | ##################################### | 100% \nvincent-0.4.4        | 28 KB     | ##################################### | 100% \nbranca-0.4.1         | 26 KB     | ##################################### | 100% \naltair-4.1.0         | 614 KB    | ##################################### | 100% \nPreparing transaction: done\nVerifying transaction: done\nExecuting transaction: done\nLibraries imported.\n"
                }
            ],
            "source": "import numpy as np # library to handle data in a vectorized manner\n\nimport pandas as pd # library for data analsysis\npd.set_option('display.max_columns', None)\npd.set_option('display.max_rows', None)\n\nimport json # library to handle JSON files\n\n!conda install -c conda-forge geopy --yes # uncomment this line if you haven't completed the Foursquare API lab\nfrom geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n\nimport requests # library to handle requests\nfrom pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe\n\n# Matplotlib and associated plotting modules\nimport matplotlib.cm as cm\nimport matplotlib.colors as colors\n\n# import k-means from clustering stage\nfrom sklearn.cluster import KMeans\n\n# for webscraping import Beautiful Soup \nfrom bs4 import BeautifulSoup\n\nimport xml\n\n!conda install -c conda-forge folium=0.5.0 --yes # uncomment this line if you haven't completed the Foursquare API lab\nimport folium # map rendering library\n\nprint('Libraries imported.')"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Scrape Wikipedia"
        },
        {
            "cell_type": "code",
            "execution_count": 14,
            "metadata": {},
            "outputs": [],
            "source": "url = requests.get('https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M').text\nsoup = BeautifulSoup(url,'lxml')"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Locate Table and use tags to find postal code by Borough and Neighbourhood"
        },
        {
            "cell_type": "code",
            "execution_count": 15,
            "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>Neighbourhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1A</td>\n      <td>Not assigned</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M2A</td>\n      <td>Not assigned</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>M3A</td>\n      <td>North York</td>\n      <td>Parkwoods</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M4A</td>\n      <td>North York</td>\n      <td>Victoria Village</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M5A</td>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "  Postcode           Borough              Neighbourhood\n0      M1A      Not assigned                           \n1      M2A      Not assigned                           \n2      M3A        North York                  Parkwoods\n3      M4A        North York           Victoria Village\n4      M5A  Downtown Toronto  Regent Park, Harbourfront"
                    },
                    "execution_count": 15,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "table_post = soup.find('table')\nfields = table_post.find_all('td')\n\npostcode = []\nborough = []\nneighbourhood = []\n\nfor i in range(0, len(fields), 3):\n    postcode.append(fields[i].text.strip())\n    borough.append(fields[i+1].text.strip())\n    neighbourhood.append(fields[i+2].text.strip())\n        \ndf_pc = pd.DataFrame(data=[postcode, borough, neighbourhood]).transpose()\ndf_pc.columns = ['Postcode', 'Borough', 'Neighbourhood']\ndf_pc.head()"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Remove \"Not assigned\" and then Aggregate"
        },
        {
            "cell_type": "code",
            "execution_count": 16,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postcode</th>\n      <th>Borough</th>\n      <th>Neighbourhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1A</td>\n      <td>Not assigned</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M2A</td>\n      <td>Not assigned</td>\n      <td></td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>M3A</td>\n      <td>North York</td>\n      <td>Parkwoods</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M4A</td>\n      <td>North York</td>\n      <td>Victoria Village</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M5A</td>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "  Postcode           Borough              Neighbourhood\n0      M1A      Not assigned                           \n1      M2A      Not assigned                           \n2      M3A        North York                  Parkwoods\n3      M4A        North York           Victoria Village\n4      M5A  Downtown Toronto  Regent Park, Harbourfront"
                    },
                    "execution_count": 16,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pc.head()"
        },
        {
            "cell_type": "code",
            "execution_count": 17,
            "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>Neighbourhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>2</th>\n      <td>M3A</td>\n      <td>North York</td>\n      <td>Parkwoods</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>M4A</td>\n      <td>North York</td>\n      <td>Victoria Village</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M5A</td>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>M6A</td>\n      <td>North York</td>\n      <td>Lawrence Manor, Lawrence Heights</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>M7A</td>\n      <td>Downtown Toronto</td>\n      <td>Queen's Park, Ontario Provincial Government</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "  Postcode           Borough                                Neighbourhood\n2      M3A        North York                                    Parkwoods\n3      M4A        North York                             Victoria Village\n4      M5A  Downtown Toronto                    Regent Park, Harbourfront\n5      M6A        North York             Lawrence Manor, Lawrence Heights\n6      M7A  Downtown Toronto  Queen's Park, Ontario Provincial Government"
                    },
                    "execution_count": 17,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pc['Borough'].replace('Not assigned', np.nan, inplace=True)\ndf_pc.dropna(subset=['Borough'], inplace=True)\n\ndf_pc.head()"
        },
        {
            "cell_type": "code",
            "execution_count": 18,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Postcode</th>\n      <th>Borough</th>\n      <th>Neighbourhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1B</td>\n      <td>Scarborough</td>\n      <td>Malvern, Rouge</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M1C</td>\n      <td>Scarborough</td>\n      <td>Rouge Hill, Port Union, Highland Creek</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    </tr>\n    <tr>\n      <th>3</th>\n      <td>M1G</td>\n      <td>Scarborough</td>\n      <td>Woburn</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M1H</td>\n      <td>Scarborough</td>\n      <td>Cedarbrae</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>M1J</td>\n      <td>Scarborough</td>\n      <td>Scarborough Village</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>M1K</td>\n      <td>Scarborough</td>\n      <td>Kennedy Park, Ionview, East Birchmount Park</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>M1L</td>\n      <td>Scarborough</td>\n      <td>Golden Mile, Clairlea, Oakridge</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>M1M</td>\n      <td>Scarborough</td>\n      <td>Cliffside, Cliffcrest, Scarborough Village West</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    </tr>\n    <tr>\n      <th>10</th>\n      <td>M1P</td>\n      <td>Scarborough</td>\n      <td>Dorset Park, Wexford Heights, Scarborough Town...</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>M1R</td>\n      <td>Scarborough</td>\n      <td>Wexford, Maryvale</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>M1S</td>\n      <td>Scarborough</td>\n      <td>Agincourt</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>M1T</td>\n      <td>Scarborough</td>\n      <td>Clarks Corners, Tam O'Shanter, Sullivan</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>M1V</td>\n      <td>Scarborough</td>\n      <td>Milliken, Agincourt North, Steeles East, L'Amo...</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>M1W</td>\n      <td>Scarborough</td>\n      <td>Steeles West, L'Amoreaux West</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>M1X</td>\n      <td>Scarborough</td>\n      <td>Upper Rouge</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>M2H</td>\n      <td>North York</td>\n      <td>Hillcrest Village</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>M2J</td>\n      <td>North York</td>\n      <td>Fairview, Henry Farm, Oriole</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>M2K</td>\n      <td>North York</td>\n      <td>Bayview Village</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>M2L</td>\n      <td>North York</td>\n      <td>York Mills, Silver Hills</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>M2M</td>\n      <td>North York</td>\n      <td>Willowdale, Newtonbrook</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>M2N</td>\n      <td>North York</td>\n      <td>Willowdale, Willowdale East</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>M2P</td>\n      <td>North York</td>\n      <td>York Mills West</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>M2R</td>\n      <td>North York</td>\n      <td>Willowdale, Willowdale West</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>M3A</td>\n      <td>North York</td>\n      <td>Parkwoods</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>M3B</td>\n      <td>North York</td>\n      <td>Don Mills</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>M3C</td>\n      <td>North York</td>\n      <td>Don Mills</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>M3H</td>\n      <td>North York</td>\n      <td>Bathurst Manor, Wilson Heights, Downsview North</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>M3J</td>\n      <td>North York</td>\n      <td>Northwood Park, York University</td>\n    </tr>\n    <tr>\n      <th>30</th>\n      <td>M3K</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>31</th>\n      <td>M3L</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>32</th>\n      <td>M3M</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>33</th>\n      <td>M3N</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>M4A</td>\n      <td>North York</td>\n      <td>Victoria Village</td>\n    </tr>\n    <tr>\n      <th>35</th>\n      <td>M4B</td>\n      <td>East York</td>\n      <td>Parkview Hill, Woodbine Gardens</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>M4C</td>\n      <td>East York</td>\n      <td>Woodbine Heights</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>M4E</td>\n      <td>East Toronto</td>\n      <td>The Beaches</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>M4G</td>\n      <td>East York</td>\n      <td>Leaside</td>\n    </tr>\n    <tr>\n      <th>39</th>\n      <td>M4H</td>\n      <td>East York</td>\n      <td>Thorncliffe Park</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>M4J</td>\n      <td>East York</td>\n      <td>East Toronto, Broadview North (Old East York)</td>\n    </tr>\n    <tr>\n      <th>41</th>\n      <td>M4K</td>\n      <td>East Toronto</td>\n      <td>The Danforth West, Riverdale</td>\n    </tr>\n    <tr>\n      <th>42</th>\n      <td>M4L</td>\n      <td>East Toronto</td>\n      <td>India Bazaar, The Beaches West</td>\n    </tr>\n    <tr>\n      <th>43</th>\n      <td>M4M</td>\n      <td>East Toronto</td>\n      <td>Studio District</td>\n    </tr>\n    <tr>\n      <th>44</th>\n      <td>M4N</td>\n      <td>Central Toronto</td>\n      <td>Lawrence Park</td>\n    </tr>\n    <tr>\n      <th>45</th>\n      <td>M4P</td>\n      <td>Central Toronto</td>\n      <td>Davisville North</td>\n    </tr>\n    <tr>\n      <th>46</th>\n      <td>M4R</td>\n      <td>Central Toronto</td>\n      <td>North Toronto West,  Lawrence Park</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>M4S</td>\n      <td>Central Toronto</td>\n      <td>Davisville</td>\n    </tr>\n    <tr>\n      <th>48</th>\n      <td>M4T</td>\n      <td>Central Toronto</td>\n      <td>Moore Park, Summerhill East</td>\n    </tr>\n    <tr>\n      <th>49</th>\n      <td>M4V</td>\n      <td>Central Toronto</td>\n      <td>Summerhill West, Rathnelly, South Hill, Forest...</td>\n    </tr>\n    <tr>\n      <th>50</th>\n      <td>M4W</td>\n      <td>Downtown Toronto</td>\n      <td>Rosedale</td>\n    </tr>\n    <tr>\n      <th>51</th>\n      <td>M4X</td>\n      <td>Downtown Toronto</td>\n      <td>St. James Town, Cabbagetown</td>\n    </tr>\n    <tr>\n      <th>52</th>\n      <td>M4Y</td>\n      <td>Downtown Toronto</td>\n      <td>Church and Wellesley</td>\n    </tr>\n    <tr>\n      <th>53</th>\n      <td>M5A</td>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>M5B</td>\n      <td>Downtown Toronto</td>\n      <td>Garden District, Ryerson</td>\n    </tr>\n    <tr>\n      <th>55</th>\n      <td>M5C</td>\n      <td>Downtown Toronto</td>\n      <td>St. James Town</td>\n    </tr>\n    <tr>\n      <th>56</th>\n      <td>M5E</td>\n      <td>Downtown Toronto</td>\n      <td>Berczy Park</td>\n    </tr>\n    <tr>\n      <th>57</th>\n      <td>M5G</td>\n      <td>Downtown Toronto</td>\n      <td>Central Bay Street</td>\n    </tr>\n    <tr>\n      <th>58</th>\n      <td>M5H</td>\n      <td>Downtown Toronto</td>\n      <td>Richmond, Adelaide, King</td>\n    </tr>\n    <tr>\n      <th>59</th>\n      <td>M5J</td>\n      <td>Downtown Toronto</td>\n      <td>Harbourfront East, Union Station, Toronto Islands</td>\n    </tr>\n    <tr>\n      <th>60</th>\n      <td>M5K</td>\n      <td>Downtown Toronto</td>\n      <td>Toronto Dominion Centre, Design Exchange</td>\n    </tr>\n    <tr>\n      <th>61</th>\n      <td>M5L</td>\n      <td>Downtown Toronto</td>\n      <td>Commerce Court, Victoria Hotel</td>\n    </tr>\n    <tr>\n      <th>62</th>\n      <td>M5M</td>\n      <td>North York</td>\n      <td>Bedford Park, Lawrence Manor East</td>\n    </tr>\n    <tr>\n      <th>63</th>\n      <td>M5N</td>\n      <td>Central Toronto</td>\n      <td>Roselawn</td>\n    </tr>\n    <tr>\n      <th>64</th>\n      <td>M5P</td>\n      <td>Central Toronto</td>\n      <td>Forest Hill North &amp; West, Forest Hill Road Park</td>\n    </tr>\n    <tr>\n      <th>65</th>\n      <td>M5R</td>\n      <td>Central Toronto</td>\n      <td>The Annex, North Midtown, Yorkville</td>\n    </tr>\n    <tr>\n      <th>66</th>\n      <td>M5S</td>\n      <td>Downtown Toronto</td>\n      <td>University of Toronto, Harbord</td>\n    </tr>\n    <tr>\n      <th>67</th>\n      <td>M5T</td>\n      <td>Downtown Toronto</td>\n      <td>Kensington Market, Chinatown, Grange Park</td>\n    </tr>\n    <tr>\n      <th>68</th>\n      <td>M5V</td>\n      <td>Downtown Toronto</td>\n      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n    </tr>\n    <tr>\n      <th>69</th>\n      <td>M5W</td>\n      <td>Downtown Toronto</td>\n      <td>Stn A PO Boxes</td>\n    </tr>\n    <tr>\n      <th>70</th>\n      <td>M5X</td>\n      <td>Downtown Toronto</td>\n      <td>First Canadian Place, Underground city</td>\n    </tr>\n    <tr>\n      <th>71</th>\n      <td>M6A</td>\n      <td>North York</td>\n      <td>Lawrence Manor, Lawrence Heights</td>\n    </tr>\n    <tr>\n      <th>72</th>\n      <td>M6B</td>\n      <td>North York</td>\n      <td>Glencairn</td>\n    </tr>\n    <tr>\n      <th>73</th>\n      <td>M6C</td>\n      <td>York</td>\n      <td>Humewood-Cedarvale</td>\n    </tr>\n    <tr>\n      <th>74</th>\n      <td>M6E</td>\n      <td>York</td>\n      <td>Caledonia-Fairbanks</td>\n    </tr>\n    <tr>\n      <th>75</th>\n      <td>M6G</td>\n      <td>Downtown Toronto</td>\n      <td>Christie</td>\n    </tr>\n    <tr>\n      <th>76</th>\n      <td>M6H</td>\n      <td>West Toronto</td>\n      <td>Dufferin, Dovercourt Village</td>\n    </tr>\n    <tr>\n      <th>77</th>\n      <td>M6J</td>\n      <td>West Toronto</td>\n      <td>Little Portugal, Trinity</td>\n    </tr>\n    <tr>\n      <th>78</th>\n      <td>M6K</td>\n      <td>West Toronto</td>\n      <td>Brockton, Parkdale Village, Exhibition Place</td>\n    </tr>\n    <tr>\n      <th>79</th>\n      <td>M6L</td>\n      <td>North York</td>\n      <td>North Park, Maple Leaf Park, Upwood Park</td>\n    </tr>\n    <tr>\n      <th>80</th>\n      <td>M6M</td>\n      <td>York</td>\n      <td>Del Ray, Mount Dennis, Keelsdale and Silverthorn</td>\n    </tr>\n    <tr>\n      <th>81</th>\n      <td>M6N</td>\n      <td>York</td>\n      <td>Runnymede, The Junction North</td>\n    </tr>\n    <tr>\n      <th>82</th>\n      <td>M6P</td>\n      <td>West Toronto</td>\n      <td>High Park, The Junction South</td>\n    </tr>\n    <tr>\n      <th>83</th>\n      <td>M6R</td>\n      <td>West Toronto</td>\n      <td>Parkdale, Roncesvalles</td>\n    </tr>\n    <tr>\n      <th>84</th>\n      <td>M6S</td>\n      <td>West Toronto</td>\n      <td>Runnymede, Swansea</td>\n    </tr>\n    <tr>\n      <th>85</th>\n      <td>M7A</td>\n      <td>Downtown Toronto</td>\n      <td>Queen's Park, Ontario Provincial Government</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    </tr>\n    <tr>\n      <th>87</th>\n      <td>M7Y</td>\n      <td>East Toronto</td>\n      <td>Business reply mail Processing Centre, South C...</td>\n    </tr>\n    <tr>\n      <th>88</th>\n      <td>M8V</td>\n      <td>Etobicoke</td>\n      <td>New Toronto, Mimico South, Humber Bay Shores</td>\n    </tr>\n    <tr>\n      <th>89</th>\n      <td>M8W</td>\n      <td>Etobicoke</td>\n      <td>Alderwood, Long Branch</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    </tr>\n    <tr>\n      <th>91</th>\n      <td>M8Y</td>\n      <td>Etobicoke</td>\n      <td>Old Mill South, King's Mill Park, Sunnylea, Hu...</td>\n    </tr>\n    <tr>\n      <th>92</th>\n      <td>M8Z</td>\n      <td>Etobicoke</td>\n      <td>Mimico NW, The Queensway West, South of Bloor,...</td>\n    </tr>\n    <tr>\n      <th>93</th>\n      <td>M9A</td>\n      <td>Etobicoke</td>\n      <td>Islington Avenue, Humber Valley Village</td>\n    </tr>\n    <tr>\n      <th>94</th>\n      <td>M9B</td>\n      <td>Etobicoke</td>\n      <td>West Deane Park, Princess Gardens, Martin Grov...</td>\n    </tr>\n    <tr>\n      <th>95</th>\n      <td>M9C</td>\n      <td>Etobicoke</td>\n      <td>Eringate, Bloordale Gardens, Old Burnhamthorpe...</td>\n    </tr>\n    <tr>\n      <th>96</th>\n      <td>M9L</td>\n      <td>North York</td>\n      <td>Humber Summit</td>\n    </tr>\n    <tr>\n      <th>97</th>\n      <td>M9M</td>\n      <td>North York</td>\n      <td>Humberlea, Emery</td>\n    </tr>\n    <tr>\n      <th>98</th>\n      <td>M9N</td>\n      <td>York</td>\n      <td>Weston</td>\n    </tr>\n    <tr>\n      <th>99</th>\n      <td>M9P</td>\n      <td>Etobicoke</td>\n      <td>Westmount</td>\n    </tr>\n    <tr>\n      <th>100</th>\n      <td>M9R</td>\n      <td>Etobicoke</td>\n      <td>Kingsview Village, St. Phillips, Martin Grove ...</td>\n    </tr>\n    <tr>\n      <th>101</th>\n      <td>M9V</td>\n      <td>Etobicoke</td>\n      <td>South Steeles, Silverstone, Humbergate, Jamest...</td>\n    </tr>\n    <tr>\n      <th>102</th>\n      <td>M9W</td>\n      <td>Etobicoke</td>\n      <td>Northwest, West Humber - Clairville</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "    Postcode           Borough  \\\n0        M1B       Scarborough   \n1        M1C       Scarborough   \n2        M1E       Scarborough   \n3        M1G       Scarborough   \n4        M1H       Scarborough   \n5        M1J       Scarborough   \n6        M1K       Scarborough   \n7        M1L       Scarborough   \n8        M1M       Scarborough   \n9        M1N       Scarborough   \n10       M1P       Scarborough   \n11       M1R       Scarborough   \n12       M1S       Scarborough   \n13       M1T       Scarborough   \n14       M1V       Scarborough   \n15       M1W       Scarborough   \n16       M1X       Scarborough   \n17       M2H        North York   \n18       M2J        North York   \n19       M2K        North York   \n20       M2L        North York   \n21       M2M        North York   \n22       M2N        North York   \n23       M2P        North York   \n24       M2R        North York   \n25       M3A        North York   \n26       M3B        North York   \n27       M3C        North York   \n28       M3H        North York   \n29       M3J        North York   \n30       M3K        North York   \n31       M3L        North York   \n32       M3M        North York   \n33       M3N        North York   \n34       M4A        North York   \n35       M4B         East York   \n36       M4C         East York   \n37       M4E      East Toronto   \n38       M4G         East York   \n39       M4H         East York   \n40       M4J         East York   \n41       M4K      East Toronto   \n42       M4L      East Toronto   \n43       M4M      East Toronto   \n44       M4N   Central Toronto   \n45       M4P   Central Toronto   \n46       M4R   Central Toronto   \n47       M4S   Central Toronto   \n48       M4T   Central Toronto   \n49       M4V   Central Toronto   \n50       M4W  Downtown Toronto   \n51       M4X  Downtown Toronto   \n52       M4Y  Downtown Toronto   \n53       M5A  Downtown Toronto   \n54       M5B  Downtown Toronto   \n55       M5C  Downtown Toronto   \n56       M5E  Downtown Toronto   \n57       M5G  Downtown Toronto   \n58       M5H  Downtown Toronto   \n59       M5J  Downtown Toronto   \n60       M5K  Downtown Toronto   \n61       M5L  Downtown Toronto   \n62       M5M        North York   \n63       M5N   Central Toronto   \n64       M5P   Central Toronto   \n65       M5R   Central Toronto   \n66       M5S  Downtown Toronto   \n67       M5T  Downtown Toronto   \n68       M5V  Downtown Toronto   \n69       M5W  Downtown Toronto   \n70       M5X  Downtown Toronto   \n71       M6A        North York   \n72       M6B        North York   \n73       M6C              York   \n74       M6E              York   \n75       M6G  Downtown Toronto   \n76       M6H      West Toronto   \n77       M6J      West Toronto   \n78       M6K      West Toronto   \n79       M6L        North York   \n80       M6M              York   \n81       M6N              York   \n82       M6P      West Toronto   \n83       M6R      West Toronto   \n84       M6S      West Toronto   \n85       M7A  Downtown Toronto   \n86       M7R       Mississauga   \n87       M7Y      East Toronto   \n88       M8V         Etobicoke   \n89       M8W         Etobicoke   \n90       M8X         Etobicoke   \n91       M8Y         Etobicoke   \n92       M8Z         Etobicoke   \n93       M9A         Etobicoke   \n94       M9B         Etobicoke   \n95       M9C         Etobicoke   \n96       M9L        North York   \n97       M9M        North York   \n98       M9N              York   \n99       M9P         Etobicoke   \n100      M9R         Etobicoke   \n101      M9V         Etobicoke   \n102      M9W         Etobicoke   \n\n                                         Neighbourhood  \n0                                       Malvern, Rouge  \n1               Rouge Hill, Port Union, Highland Creek  \n2                    Guildwood, Morningside, West Hill  \n3                                               Woburn  \n4                                            Cedarbrae  \n5                                  Scarborough Village  \n6          Kennedy Park, Ionview, East Birchmount Park  \n7                      Golden Mile, Clairlea, Oakridge  \n8      Cliffside, Cliffcrest, Scarborough Village West  \n9                          Birch Cliff, Cliffside West  \n10   Dorset Park, Wexford Heights, Scarborough Town...  \n11                                   Wexford, Maryvale  \n12                                           Agincourt  \n13             Clarks Corners, Tam O'Shanter, Sullivan  \n14   Milliken, Agincourt North, Steeles East, L'Amo...  \n15                       Steeles West, L'Amoreaux West  \n16                                         Upper Rouge  \n17                                   Hillcrest Village  \n18                        Fairview, Henry Farm, Oriole  \n19                                     Bayview Village  \n20                            York Mills, Silver Hills  \n21                             Willowdale, Newtonbrook  \n22                         Willowdale, Willowdale East  \n23                                     York Mills West  \n24                         Willowdale, Willowdale West  \n25                                           Parkwoods  \n26                                           Don Mills  \n27                                           Don Mills  \n28     Bathurst Manor, Wilson Heights, Downsview North  \n29                     Northwood Park, York University  \n30                                           Downsview  \n31                                           Downsview  \n32                                           Downsview  \n33                                           Downsview  \n34                                    Victoria Village  \n35                     Parkview Hill, Woodbine Gardens  \n36                                    Woodbine Heights  \n37                                         The Beaches  \n38                                             Leaside  \n39                                    Thorncliffe Park  \n40       East Toronto, Broadview North (Old East York)  \n41                        The Danforth West, Riverdale  \n42                      India Bazaar, The Beaches West  \n43                                     Studio District  \n44                                       Lawrence Park  \n45                                    Davisville North  \n46                  North Toronto West,  Lawrence Park  \n47                                          Davisville  \n48                         Moore Park, Summerhill East  \n49   Summerhill West, Rathnelly, South Hill, Forest...  \n50                                            Rosedale  \n51                         St. James Town, Cabbagetown  \n52                                Church and Wellesley  \n53                           Regent Park, Harbourfront  \n54                            Garden District, Ryerson  \n55                                      St. James Town  \n56                                         Berczy Park  \n57                                  Central Bay Street  \n58                            Richmond, Adelaide, King  \n59   Harbourfront East, Union Station, Toronto Islands  \n60            Toronto Dominion Centre, Design Exchange  \n61                      Commerce Court, Victoria Hotel  \n62                   Bedford Park, Lawrence Manor East  \n63                                            Roselawn  \n64     Forest Hill North & West, Forest Hill Road Park  \n65                 The Annex, North Midtown, Yorkville  \n66                      University of Toronto, Harbord  \n67           Kensington Market, Chinatown, Grange Park  \n68   CN Tower, King and Spadina, Railway Lands, Har...  \n69                                      Stn A PO Boxes  \n70              First Canadian Place, Underground city  \n71                    Lawrence Manor, Lawrence Heights  \n72                                           Glencairn  \n73                                  Humewood-Cedarvale  \n74                                 Caledonia-Fairbanks  \n75                                            Christie  \n76                        Dufferin, Dovercourt Village  \n77                            Little Portugal, Trinity  \n78        Brockton, Parkdale Village, Exhibition Place  \n79            North Park, Maple Leaf Park, Upwood Park  \n80    Del Ray, Mount Dennis, Keelsdale and Silverthorn  \n81                       Runnymede, The Junction North  \n82                       High Park, The Junction South  \n83                              Parkdale, Roncesvalles  \n84                                  Runnymede, Swansea  \n85         Queen's Park, Ontario Provincial Government  \n86               Canada Post Gateway Processing Centre  \n87   Business reply mail Processing Centre, South C...  \n88        New Toronto, Mimico South, Humber Bay Shores  \n89                              Alderwood, Long Branch  \n90       The Kingsway, Montgomery Road, Old Mill North  \n91   Old Mill South, King's Mill Park, Sunnylea, Hu...  \n92   Mimico NW, The Queensway West, South of Bloor,...  \n93             Islington Avenue, Humber Valley Village  \n94   West Deane Park, Princess Gardens, Martin Grov...  \n95   Eringate, Bloordale Gardens, Old Burnhamthorpe...  \n96                                       Humber Summit  \n97                                    Humberlea, Emery  \n98                                              Weston  \n99                                           Westmount  \n100  Kingsview Village, St. Phillips, Martin Grove ...  \n101  South Steeles, Silverstone, Humbergate, Jamest...  \n102                Northwest, West Humber - Clairville  "
                    },
                    "execution_count": 18,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pcn = df_pc.groupby(['Postcode', 'Borough'])['Neighbourhood'].apply(', '.join).reset_index()\ndf_pcn.columns = ['Postcode', 'Borough', 'Neighbourhood']\ndf_pcn"
        },
        {
            "cell_type": "code",
            "execution_count": 19,
            "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>Neighbourhood</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>M1B</td>\n      <td>Scarborough</td>\n      <td>Malvern, Rouge</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>M1C</td>\n      <td>Scarborough</td>\n      <td>Rouge Hill, Port Union, Highland Creek</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    </tr>\n    <tr>\n      <th>3</th>\n      <td>M1G</td>\n      <td>Scarborough</td>\n      <td>Woburn</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>M1H</td>\n      <td>Scarborough</td>\n      <td>Cedarbrae</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>M1J</td>\n      <td>Scarborough</td>\n      <td>Scarborough Village</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>M1K</td>\n      <td>Scarborough</td>\n      <td>Kennedy Park, Ionview, East Birchmount Park</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>M1L</td>\n      <td>Scarborough</td>\n      <td>Golden Mile, Clairlea, Oakridge</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>M1M</td>\n      <td>Scarborough</td>\n      <td>Cliffside, Cliffcrest, Scarborough Village West</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    </tr>\n    <tr>\n      <th>10</th>\n      <td>M1P</td>\n      <td>Scarborough</td>\n      <td>Dorset Park, Wexford Heights, Scarborough Town...</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>M1R</td>\n      <td>Scarborough</td>\n      <td>Wexford, Maryvale</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>M1S</td>\n      <td>Scarborough</td>\n      <td>Agincourt</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>M1T</td>\n      <td>Scarborough</td>\n      <td>Clarks Corners, Tam O'Shanter, Sullivan</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>M1V</td>\n      <td>Scarborough</td>\n      <td>Milliken, Agincourt North, Steeles East, L'Amo...</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>M1W</td>\n      <td>Scarborough</td>\n      <td>Steeles West, L'Amoreaux West</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>M1X</td>\n      <td>Scarborough</td>\n      <td>Upper Rouge</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>M2H</td>\n      <td>North York</td>\n      <td>Hillcrest Village</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>M2J</td>\n      <td>North York</td>\n      <td>Fairview, Henry Farm, Oriole</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>M2K</td>\n      <td>North York</td>\n      <td>Bayview Village</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>M2L</td>\n      <td>North York</td>\n      <td>York Mills, Silver Hills</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>M2M</td>\n      <td>North York</td>\n      <td>Willowdale, Newtonbrook</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>M2N</td>\n      <td>North York</td>\n      <td>Willowdale, Willowdale East</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>M2P</td>\n      <td>North York</td>\n      <td>York Mills West</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>M2R</td>\n      <td>North York</td>\n      <td>Willowdale, Willowdale West</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>M3A</td>\n      <td>North York</td>\n      <td>Parkwoods</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>M3B</td>\n      <td>North York</td>\n      <td>Don Mills</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>M3C</td>\n      <td>North York</td>\n      <td>Don Mills</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>M3H</td>\n      <td>North York</td>\n      <td>Bathurst Manor, Wilson Heights, Downsview North</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>M3J</td>\n      <td>North York</td>\n      <td>Northwood Park, York University</td>\n    </tr>\n    <tr>\n      <th>30</th>\n      <td>M3K</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>31</th>\n      <td>M3L</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>32</th>\n      <td>M3M</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>33</th>\n      <td>M3N</td>\n      <td>North York</td>\n      <td>Downsview</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>M4A</td>\n      <td>North York</td>\n      <td>Victoria Village</td>\n    </tr>\n    <tr>\n      <th>35</th>\n      <td>M4B</td>\n      <td>East York</td>\n      <td>Parkview Hill, Woodbine Gardens</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>M4C</td>\n      <td>East York</td>\n      <td>Woodbine Heights</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>M4E</td>\n      <td>East Toronto</td>\n      <td>The Beaches</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>M4G</td>\n      <td>East York</td>\n      <td>Leaside</td>\n    </tr>\n    <tr>\n      <th>39</th>\n      <td>M4H</td>\n      <td>East York</td>\n      <td>Thorncliffe Park</td>\n    </tr>\n    <tr>\n      <th>40</th>\n      <td>M4J</td>\n      <td>East York</td>\n      <td>East Toronto, Broadview North (Old East York)</td>\n    </tr>\n    <tr>\n      <th>41</th>\n      <td>M4K</td>\n      <td>East Toronto</td>\n      <td>The Danforth West, Riverdale</td>\n    </tr>\n    <tr>\n      <th>42</th>\n      <td>M4L</td>\n      <td>East Toronto</td>\n      <td>India Bazaar, The Beaches West</td>\n    </tr>\n    <tr>\n      <th>43</th>\n      <td>M4M</td>\n      <td>East Toronto</td>\n      <td>Studio District</td>\n    </tr>\n    <tr>\n      <th>44</th>\n      <td>M4N</td>\n      <td>Central Toronto</td>\n      <td>Lawrence Park</td>\n    </tr>\n    <tr>\n      <th>45</th>\n      <td>M4P</td>\n      <td>Central Toronto</td>\n      <td>Davisville North</td>\n    </tr>\n    <tr>\n      <th>46</th>\n      <td>M4R</td>\n      <td>Central Toronto</td>\n      <td>North Toronto West,  Lawrence Park</td>\n    </tr>\n    <tr>\n      <th>47</th>\n      <td>M4S</td>\n      <td>Central Toronto</td>\n      <td>Davisville</td>\n    </tr>\n    <tr>\n      <th>48</th>\n      <td>M4T</td>\n      <td>Central Toronto</td>\n      <td>Moore Park, Summerhill East</td>\n    </tr>\n    <tr>\n      <th>49</th>\n      <td>M4V</td>\n      <td>Central Toronto</td>\n      <td>Summerhill West, Rathnelly, South Hill, Forest...</td>\n    </tr>\n    <tr>\n      <th>50</th>\n      <td>M4W</td>\n      <td>Downtown Toronto</td>\n      <td>Rosedale</td>\n    </tr>\n    <tr>\n      <th>51</th>\n      <td>M4X</td>\n      <td>Downtown Toronto</td>\n      <td>St. James Town, Cabbagetown</td>\n    </tr>\n    <tr>\n      <th>52</th>\n      <td>M4Y</td>\n      <td>Downtown Toronto</td>\n      <td>Church and Wellesley</td>\n    </tr>\n    <tr>\n      <th>53</th>\n      <td>M5A</td>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n    </tr>\n    <tr>\n      <th>54</th>\n      <td>M5B</td>\n      <td>Downtown Toronto</td>\n      <td>Garden District, Ryerson</td>\n    </tr>\n    <tr>\n      <th>55</th>\n      <td>M5C</td>\n      <td>Downtown Toronto</td>\n      <td>St. James Town</td>\n    </tr>\n    <tr>\n      <th>56</th>\n      <td>M5E</td>\n      <td>Downtown Toronto</td>\n      <td>Berczy Park</td>\n    </tr>\n    <tr>\n      <th>57</th>\n      <td>M5G</td>\n      <td>Downtown Toronto</td>\n      <td>Central Bay Street</td>\n    </tr>\n    <tr>\n      <th>58</th>\n      <td>M5H</td>\n      <td>Downtown Toronto</td>\n      <td>Richmond, Adelaide, King</td>\n    </tr>\n    <tr>\n      <th>59</th>\n      <td>M5J</td>\n      <td>Downtown Toronto</td>\n      <td>Harbourfront East, Union Station, Toronto Islands</td>\n    </tr>\n    <tr>\n      <th>60</th>\n      <td>M5K</td>\n      <td>Downtown Toronto</td>\n      <td>Toronto Dominion Centre, Design Exchange</td>\n    </tr>\n    <tr>\n      <th>61</th>\n      <td>M5L</td>\n      <td>Downtown Toronto</td>\n      <td>Commerce Court, Victoria Hotel</td>\n    </tr>\n    <tr>\n      <th>62</th>\n      <td>M5M</td>\n      <td>North York</td>\n      <td>Bedford Park, Lawrence Manor East</td>\n    </tr>\n    <tr>\n      <th>63</th>\n      <td>M5N</td>\n      <td>Central Toronto</td>\n      <td>Roselawn</td>\n    </tr>\n    <tr>\n      <th>64</th>\n      <td>M5P</td>\n      <td>Central Toronto</td>\n      <td>Forest Hill North &amp; West, Forest Hill Road Park</td>\n    </tr>\n    <tr>\n      <th>65</th>\n      <td>M5R</td>\n      <td>Central Toronto</td>\n      <td>The Annex, North Midtown, Yorkville</td>\n    </tr>\n    <tr>\n      <th>66</th>\n      <td>M5S</td>\n      <td>Downtown Toronto</td>\n      <td>University of Toronto, Harbord</td>\n    </tr>\n    <tr>\n      <th>67</th>\n      <td>M5T</td>\n      <td>Downtown Toronto</td>\n      <td>Kensington Market, Chinatown, Grange Park</td>\n    </tr>\n    <tr>\n      <th>68</th>\n      <td>M5V</td>\n      <td>Downtown Toronto</td>\n      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n    </tr>\n    <tr>\n      <th>69</th>\n      <td>M5W</td>\n      <td>Downtown Toronto</td>\n      <td>Stn A PO Boxes</td>\n    </tr>\n    <tr>\n      <th>70</th>\n      <td>M5X</td>\n      <td>Downtown Toronto</td>\n      <td>First Canadian Place, Underground city</td>\n    </tr>\n    <tr>\n      <th>71</th>\n      <td>M6A</td>\n      <td>North York</td>\n      <td>Lawrence Manor, Lawrence Heights</td>\n    </tr>\n    <tr>\n      <th>72</th>\n      <td>M6B</td>\n      <td>North York</td>\n      <td>Glencairn</td>\n    </tr>\n    <tr>\n      <th>73</th>\n      <td>M6C</td>\n      <td>York</td>\n      <td>Humewood-Cedarvale</td>\n    </tr>\n    <tr>\n      <th>74</th>\n      <td>M6E</td>\n      <td>York</td>\n      <td>Caledonia-Fairbanks</td>\n    </tr>\n    <tr>\n      <th>75</th>\n      <td>M6G</td>\n      <td>Downtown Toronto</td>\n      <td>Christie</td>\n    </tr>\n    <tr>\n      <th>76</th>\n      <td>M6H</td>\n      <td>West Toronto</td>\n      <td>Dufferin, Dovercourt Village</td>\n    </tr>\n    <tr>\n      <th>77</th>\n      <td>M6J</td>\n      <td>West Toronto</td>\n      <td>Little Portugal, Trinity</td>\n    </tr>\n    <tr>\n      <th>78</th>\n      <td>M6K</td>\n      <td>West Toronto</td>\n      <td>Brockton, Parkdale Village, Exhibition Place</td>\n    </tr>\n    <tr>\n      <th>79</th>\n      <td>M6L</td>\n      <td>North York</td>\n      <td>North Park, Maple Leaf Park, Upwood Park</td>\n    </tr>\n    <tr>\n      <th>80</th>\n      <td>M6M</td>\n      <td>York</td>\n      <td>Del Ray, Mount Dennis, Keelsdale and Silverthorn</td>\n    </tr>\n    <tr>\n      <th>81</th>\n      <td>M6N</td>\n      <td>York</td>\n      <td>Runnymede, The Junction North</td>\n    </tr>\n    <tr>\n      <th>82</th>\n      <td>M6P</td>\n      <td>West Toronto</td>\n      <td>High Park, The Junction South</td>\n    </tr>\n    <tr>\n      <th>83</th>\n      <td>M6R</td>\n      <td>West Toronto</td>\n      <td>Parkdale, Roncesvalles</td>\n    </tr>\n    <tr>\n      <th>84</th>\n      <td>M6S</td>\n      <td>West Toronto</td>\n      <td>Runnymede, Swansea</td>\n    </tr>\n    <tr>\n      <th>85</th>\n      <td>M7A</td>\n      <td>Downtown Toronto</td>\n      <td>Queen's Park, Ontario Provincial Government</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    </tr>\n    <tr>\n      <th>87</th>\n      <td>M7Y</td>\n      <td>East Toronto</td>\n      <td>Business reply mail Processing Centre, South C...</td>\n    </tr>\n    <tr>\n      <th>88</th>\n      <td>M8V</td>\n      <td>Etobicoke</td>\n      <td>New Toronto, Mimico South, Humber Bay Shores</td>\n    </tr>\n    <tr>\n      <th>89</th>\n      <td>M8W</td>\n      <td>Etobicoke</td>\n      <td>Alderwood, Long Branch</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    </tr>\n    <tr>\n      <th>91</th>\n      <td>M8Y</td>\n      <td>Etobicoke</td>\n      <td>Old Mill South, King's Mill Park, Sunnylea, Hu...</td>\n    </tr>\n    <tr>\n      <th>92</th>\n      <td>M8Z</td>\n      <td>Etobicoke</td>\n      <td>Mimico NW, The Queensway West, South of Bloor,...</td>\n    </tr>\n    <tr>\n      <th>93</th>\n      <td>M9A</td>\n      <td>Etobicoke</td>\n      <td>Islington Avenue, Humber Valley Village</td>\n    </tr>\n    <tr>\n      <th>94</th>\n      <td>M9B</td>\n      <td>Etobicoke</td>\n      <td>West Deane Park, Princess Gardens, Martin Grov...</td>\n    </tr>\n    <tr>\n      <th>95</th>\n      <td>M9C</td>\n      <td>Etobicoke</td>\n      <td>Eringate, Bloordale Gardens, Old Burnhamthorpe...</td>\n    </tr>\n    <tr>\n      <th>96</th>\n      <td>M9L</td>\n      <td>North York</td>\n      <td>Humber Summit</td>\n    </tr>\n    <tr>\n      <th>97</th>\n      <td>M9M</td>\n      <td>North York</td>\n      <td>Humberlea, Emery</td>\n    </tr>\n    <tr>\n      <th>98</th>\n      <td>M9N</td>\n      <td>York</td>\n      <td>Weston</td>\n    </tr>\n    <tr>\n      <th>99</th>\n      <td>M9P</td>\n      <td>Etobicoke</td>\n      <td>Westmount</td>\n    </tr>\n    <tr>\n      <th>100</th>\n      <td>M9R</td>\n      <td>Etobicoke</td>\n      <td>Kingsview Village, St. Phillips, Martin Grove ...</td>\n    </tr>\n    <tr>\n      <th>101</th>\n      <td>M9V</td>\n      <td>Etobicoke</td>\n      <td>South Steeles, Silverstone, Humbergate, Jamest...</td>\n    </tr>\n    <tr>\n      <th>102</th>\n      <td>M9W</td>\n      <td>Etobicoke</td>\n      <td>Northwest, West Humber - Clairville</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "    Postcode           Borough  \\\n0        M1B       Scarborough   \n1        M1C       Scarborough   \n2        M1E       Scarborough   \n3        M1G       Scarborough   \n4        M1H       Scarborough   \n5        M1J       Scarborough   \n6        M1K       Scarborough   \n7        M1L       Scarborough   \n8        M1M       Scarborough   \n9        M1N       Scarborough   \n10       M1P       Scarborough   \n11       M1R       Scarborough   \n12       M1S       Scarborough   \n13       M1T       Scarborough   \n14       M1V       Scarborough   \n15       M1W       Scarborough   \n16       M1X       Scarborough   \n17       M2H        North York   \n18       M2J        North York   \n19       M2K        North York   \n20       M2L        North York   \n21       M2M        North York   \n22       M2N        North York   \n23       M2P        North York   \n24       M2R        North York   \n25       M3A        North York   \n26       M3B        North York   \n27       M3C        North York   \n28       M3H        North York   \n29       M3J        North York   \n30       M3K        North York   \n31       M3L        North York   \n32       M3M        North York   \n33       M3N        North York   \n34       M4A        North York   \n35       M4B         East York   \n36       M4C         East York   \n37       M4E      East Toronto   \n38       M4G         East York   \n39       M4H         East York   \n40       M4J         East York   \n41       M4K      East Toronto   \n42       M4L      East Toronto   \n43       M4M      East Toronto   \n44       M4N   Central Toronto   \n45       M4P   Central Toronto   \n46       M4R   Central Toronto   \n47       M4S   Central Toronto   \n48       M4T   Central Toronto   \n49       M4V   Central Toronto   \n50       M4W  Downtown Toronto   \n51       M4X  Downtown Toronto   \n52       M4Y  Downtown Toronto   \n53       M5A  Downtown Toronto   \n54       M5B  Downtown Toronto   \n55       M5C  Downtown Toronto   \n56       M5E  Downtown Toronto   \n57       M5G  Downtown Toronto   \n58       M5H  Downtown Toronto   \n59       M5J  Downtown Toronto   \n60       M5K  Downtown Toronto   \n61       M5L  Downtown Toronto   \n62       M5M        North York   \n63       M5N   Central Toronto   \n64       M5P   Central Toronto   \n65       M5R   Central Toronto   \n66       M5S  Downtown Toronto   \n67       M5T  Downtown Toronto   \n68       M5V  Downtown Toronto   \n69       M5W  Downtown Toronto   \n70       M5X  Downtown Toronto   \n71       M6A        North York   \n72       M6B        North York   \n73       M6C              York   \n74       M6E              York   \n75       M6G  Downtown Toronto   \n76       M6H      West Toronto   \n77       M6J      West Toronto   \n78       M6K      West Toronto   \n79       M6L        North York   \n80       M6M              York   \n81       M6N              York   \n82       M6P      West Toronto   \n83       M6R      West Toronto   \n84       M6S      West Toronto   \n85       M7A  Downtown Toronto   \n86       M7R       Mississauga   \n87       M7Y      East Toronto   \n88       M8V         Etobicoke   \n89       M8W         Etobicoke   \n90       M8X         Etobicoke   \n91       M8Y         Etobicoke   \n92       M8Z         Etobicoke   \n93       M9A         Etobicoke   \n94       M9B         Etobicoke   \n95       M9C         Etobicoke   \n96       M9L        North York   \n97       M9M        North York   \n98       M9N              York   \n99       M9P         Etobicoke   \n100      M9R         Etobicoke   \n101      M9V         Etobicoke   \n102      M9W         Etobicoke   \n\n                                         Neighbourhood  \n0                                       Malvern, Rouge  \n1               Rouge Hill, Port Union, Highland Creek  \n2                    Guildwood, Morningside, West Hill  \n3                                               Woburn  \n4                                            Cedarbrae  \n5                                  Scarborough Village  \n6          Kennedy Park, Ionview, East Birchmount Park  \n7                      Golden Mile, Clairlea, Oakridge  \n8      Cliffside, Cliffcrest, Scarborough Village West  \n9                          Birch Cliff, Cliffside West  \n10   Dorset Park, Wexford Heights, Scarborough Town...  \n11                                   Wexford, Maryvale  \n12                                           Agincourt  \n13             Clarks Corners, Tam O'Shanter, Sullivan  \n14   Milliken, Agincourt North, Steeles East, L'Amo...  \n15                       Steeles West, L'Amoreaux West  \n16                                         Upper Rouge  \n17                                   Hillcrest Village  \n18                        Fairview, Henry Farm, Oriole  \n19                                     Bayview Village  \n20                            York Mills, Silver Hills  \n21                             Willowdale, Newtonbrook  \n22                         Willowdale, Willowdale East  \n23                                     York Mills West  \n24                         Willowdale, Willowdale West  \n25                                           Parkwoods  \n26                                           Don Mills  \n27                                           Don Mills  \n28     Bathurst Manor, Wilson Heights, Downsview North  \n29                     Northwood Park, York University  \n30                                           Downsview  \n31                                           Downsview  \n32                                           Downsview  \n33                                           Downsview  \n34                                    Victoria Village  \n35                     Parkview Hill, Woodbine Gardens  \n36                                    Woodbine Heights  \n37                                         The Beaches  \n38                                             Leaside  \n39                                    Thorncliffe Park  \n40       East Toronto, Broadview North (Old East York)  \n41                        The Danforth West, Riverdale  \n42                      India Bazaar, The Beaches West  \n43                                     Studio District  \n44                                       Lawrence Park  \n45                                    Davisville North  \n46                  North Toronto West,  Lawrence Park  \n47                                          Davisville  \n48                         Moore Park, Summerhill East  \n49   Summerhill West, Rathnelly, South Hill, Forest...  \n50                                            Rosedale  \n51                         St. James Town, Cabbagetown  \n52                                Church and Wellesley  \n53                           Regent Park, Harbourfront  \n54                            Garden District, Ryerson  \n55                                      St. James Town  \n56                                         Berczy Park  \n57                                  Central Bay Street  \n58                            Richmond, Adelaide, King  \n59   Harbourfront East, Union Station, Toronto Islands  \n60            Toronto Dominion Centre, Design Exchange  \n61                      Commerce Court, Victoria Hotel  \n62                   Bedford Park, Lawrence Manor East  \n63                                            Roselawn  \n64     Forest Hill North & West, Forest Hill Road Park  \n65                 The Annex, North Midtown, Yorkville  \n66                      University of Toronto, Harbord  \n67           Kensington Market, Chinatown, Grange Park  \n68   CN Tower, King and Spadina, Railway Lands, Har...  \n69                                      Stn A PO Boxes  \n70              First Canadian Place, Underground city  \n71                    Lawrence Manor, Lawrence Heights  \n72                                           Glencairn  \n73                                  Humewood-Cedarvale  \n74                                 Caledonia-Fairbanks  \n75                                            Christie  \n76                        Dufferin, Dovercourt Village  \n77                            Little Portugal, Trinity  \n78        Brockton, Parkdale Village, Exhibition Place  \n79            North Park, Maple Leaf Park, Upwood Park  \n80    Del Ray, Mount Dennis, Keelsdale and Silverthorn  \n81                       Runnymede, The Junction North  \n82                       High Park, The Junction South  \n83                              Parkdale, Roncesvalles  \n84                                  Runnymede, Swansea  \n85         Queen's Park, Ontario Provincial Government  \n86               Canada Post Gateway Processing Centre  \n87   Business reply mail Processing Centre, South C...  \n88        New Toronto, Mimico South, Humber Bay Shores  \n89                              Alderwood, Long Branch  \n90       The Kingsway, Montgomery Road, Old Mill North  \n91   Old Mill South, King's Mill Park, Sunnylea, Hu...  \n92   Mimico NW, The Queensway West, South of Bloor,...  \n93             Islington Avenue, Humber Valley Village  \n94   West Deane Park, Princess Gardens, Martin Grov...  \n95   Eringate, Bloordale Gardens, Old Burnhamthorpe...  \n96                                       Humber Summit  \n97                                    Humberlea, Emery  \n98                                              Weston  \n99                                           Westmount  \n100  Kingsview Village, St. Phillips, Martin Grove ...  \n101  South Steeles, Silverstone, Humbergate, Jamest...  \n102                Northwest, West Humber - Clairville  "
                    },
                    "execution_count": 19,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pcn['Neighbourhood'].replace('Not assigned', \"Queen's Park\", inplace=True)\n\ndf_pcn"
        },
        {
            "cell_type": "code",
            "execution_count": 20,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": "(103, 3)"
                    },
                    "execution_count": 20,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pcn.shape"
        },
        {
            "cell_type": "code",
            "execution_count": 21,
            "metadata": {},
            "outputs": [],
            "source": "df_geo = pd.read_csv('http://cocl.us/Geospatial_data')\ndf_geo.columns = ['Postcode', 'Latitude', 'Longitude']"
        },
        {
            "cell_type": "code",
            "execution_count": 22,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Borough</th>\n      <th>Neighbourhood</th>\n      <th>Postcode</th>\n      <th>Latitude</th>\n      <th>Longitude</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>Scarborough</td>\n      <td>Malvern, Rouge</td>\n      <td>M1B</td>\n      <td>43.806686</td>\n      <td>-79.194353</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>Scarborough</td>\n      <td>Rouge Hill, Port Union, Highland Creek</td>\n      <td>M1C</td>\n      <td>43.784535</td>\n      <td>-79.160497</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Scarborough</td>\n      <td>Guildwood, Morningside, West Hill</td>\n      <td>M1E</td>\n      <td>43.763573</td>\n      <td>-79.188711</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Scarborough</td>\n      <td>Woburn</td>\n      <td>M1G</td>\n      <td>43.770992</td>\n      <td>-79.216917</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Scarborough</td>\n      <td>Cedarbrae</td>\n      <td>M1H</td>\n      <td>43.773136</td>\n      <td>-79.239476</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "       Borough                           Neighbourhood Postcode   Latitude  \\\n0  Scarborough                          Malvern, Rouge      M1B  43.806686   \n1  Scarborough  Rouge Hill, Port Union, Highland Creek      M1C  43.784535   \n2  Scarborough       Guildwood, Morningside, West Hill      M1E  43.763573   \n3  Scarborough                                  Woburn      M1G  43.770992   \n4  Scarborough                               Cedarbrae      M1H  43.773136   \n\n   Longitude  \n0 -79.194353  \n1 -79.160497  \n2 -79.188711  \n3 -79.216917  \n4 -79.239476  "
                    },
                    "execution_count": 22,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_pos = pd.merge(df_pcn, df_geo, on=['Postcode'], how='inner')\n\ndf_tor = df_pos[['Borough', 'Neighbourhood', 'Postcode', 'Latitude', 'Longitude']].copy()\n\ndf_tor.head()"
        },
        {
            "cell_type": "code",
            "execution_count": 23,
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": "/opt/conda/envs/Python36/lib/python3.6/site-packages/ipykernel/__main__.py:3: DeprecationWarning: Using Nominatim with the default \"geopy/1.22.0\" `user_agent` is strongly discouraged, as it violates Nominatim's ToS https://operations.osmfoundation.org/policies/nominatim/ and may possibly cause 403 and 429 HTTP errors. Please specify a custom `user_agent` with `Nominatim(user_agent=\"my-application\")` or by overriding the default `user_agent`: `geopy.geocoders.options.default_user_agent = \"my-application\"`. In geopy 2.0 this will become an exception.\n  app.launch_new_instance()\n"
                },
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": "The geograpical coordinate of the City of Toronto are 43.6534817, -79.3839347.\n"
                }
            ],
            "source": "address = 'Toronto, Canada'\n\ngeolocator = Nominatim()\nlocation = geolocator.geocode(address)\nlatitude = location.latitude\nlongitude = location.longitude\nprint('The geograpical coordinate of the City of Toronto are {}, {}.'.format(latitude, longitude))"
        },
        {
            "cell_type": "code",
            "execution_count": 24,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    <script>L_PREFER_CANVAS = false; L_NO_TOUCH = false; L_DISABLE_3D = false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawgit.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <style> #map_d44f7bb95932432582b2a9dbd26729dd {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_d44f7bb95932432582b2a9dbd26729dd" ></div>
        
</body>
<script>    
    

            
                var bounds = null;
            

            var map_d44f7bb95932432582b2a9dbd26729dd = L.map(
                                  'map_d44f7bb95932432582b2a9dbd26729dd',
                                  {center: [43.6534817,-79.3839347],
                                  zoom: 10,
                                  maxBounds: bounds,
                                  layers: [],
                                  worldCopyJump: false,
                                  crs: L.CRS.EPSG3857
                                 });
            
        
    
            var tile_layer_d4b695e223e245cfb242bd827f0b97f4 = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
  "attribution": null,
  "detectRetina": false,
  "maxZoom": 18,
  "minZoom": 1,
  "noWrap": false,
  "subdomains": "abc"
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
        
    
            var circle_marker_6f1587ea83d441cb96ce2de3fb905aee = L.circleMarker(
                [43.806686299999996,-79.19435340000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_626ae78e3a17499bb9576fcf848e4ae5 = L.popup({maxWidth: '300'});

            
                var html_a027f7fd79b5461c9847b9de2bd79158 = $('<div id="html_a027f7fd79b5461c9847b9de2bd79158" style="width: 100.0%; height: 100.0%;">Malvern, Rouge, Scarborough</div>')[0];
                popup_626ae78e3a17499bb9576fcf848e4ae5.setContent(html_a027f7fd79b5461c9847b9de2bd79158);
            

            circle_marker_6f1587ea83d441cb96ce2de3fb905aee.bindPopup(popup_626ae78e3a17499bb9576fcf848e4ae5);

            
        
    
            var circle_marker_d83555c65088456d98550109c6530d97 = L.circleMarker(
                [43.7845351,-79.16049709999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c01064af0adc4a38b3fce1fd98c5f954 = L.popup({maxWidth: '300'});

            
                var html_cf90cc13a5d8469c979d5580513a7345 = $('<div id="html_cf90cc13a5d8469c979d5580513a7345" style="width: 100.0%; height: 100.0%;">Rouge Hill, Port Union, Highland Creek, Scarborough</div>')[0];
                popup_c01064af0adc4a38b3fce1fd98c5f954.setContent(html_cf90cc13a5d8469c979d5580513a7345);
            

            circle_marker_d83555c65088456d98550109c6530d97.bindPopup(popup_c01064af0adc4a38b3fce1fd98c5f954);

            
        
    
            var circle_marker_1f0830069392407f91121350210a8724 = L.circleMarker(
                [43.7635726,-79.1887115],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_b68c2e134289496893faf70a0d61f587 = L.popup({maxWidth: '300'});

            
                var html_4521dd435e3f4e5496cd2eec3a88607e = $('<div id="html_4521dd435e3f4e5496cd2eec3a88607e" style="width: 100.0%; height: 100.0%;">Guildwood, Morningside, West Hill, Scarborough</div>')[0];
                popup_b68c2e134289496893faf70a0d61f587.setContent(html_4521dd435e3f4e5496cd2eec3a88607e);
            

            circle_marker_1f0830069392407f91121350210a8724.bindPopup(popup_b68c2e134289496893faf70a0d61f587);

            
        
    
            var circle_marker_38e62cd33bfc416dae470d9dbed3d027 = L.circleMarker(
                [43.7709921,-79.21691740000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ab361841663d479f878ea9e7f7448997 = L.popup({maxWidth: '300'});

            
                var html_1ec62959f6544b60b921f1f1b934d290 = $('<div id="html_1ec62959f6544b60b921f1f1b934d290" style="width: 100.0%; height: 100.0%;">Woburn, Scarborough</div>')[0];
                popup_ab361841663d479f878ea9e7f7448997.setContent(html_1ec62959f6544b60b921f1f1b934d290);
            

            circle_marker_38e62cd33bfc416dae470d9dbed3d027.bindPopup(popup_ab361841663d479f878ea9e7f7448997);

            
        
    
            var circle_marker_32c07eaa91424acda2eed7b1398b844b = L.circleMarker(
                [43.773136,-79.23947609999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_3ef9aa79e5c64fd3bffabf2a3e2827f6 = L.popup({maxWidth: '300'});

            
                var html_2889fb2f356a4ebaab39dbcd99b39492 = $('<div id="html_2889fb2f356a4ebaab39dbcd99b39492" style="width: 100.0%; height: 100.0%;">Cedarbrae, Scarborough</div>')[0];
                popup_3ef9aa79e5c64fd3bffabf2a3e2827f6.setContent(html_2889fb2f356a4ebaab39dbcd99b39492);
            

            circle_marker_32c07eaa91424acda2eed7b1398b844b.bindPopup(popup_3ef9aa79e5c64fd3bffabf2a3e2827f6);

            
        
    
            var circle_marker_c318601bab18498884ed9c28ad255f0b = L.circleMarker(
                [43.7447342,-79.23947609999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_a3b25254430e402498174b3867287059 = L.popup({maxWidth: '300'});

            
                var html_7111c6e229f044eeb8de293334349896 = $('<div id="html_7111c6e229f044eeb8de293334349896" style="width: 100.0%; height: 100.0%;">Scarborough Village, Scarborough</div>')[0];
                popup_a3b25254430e402498174b3867287059.setContent(html_7111c6e229f044eeb8de293334349896);
            

            circle_marker_c318601bab18498884ed9c28ad255f0b.bindPopup(popup_a3b25254430e402498174b3867287059);

            
        
    
            var circle_marker_a35a1c2b0f4a4773a9ed4a2e2d4b33e2 = L.circleMarker(
                [43.7279292,-79.26202940000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_28bda6f97454456faae7b76f764701ce = L.popup({maxWidth: '300'});

            
                var html_08382e41a8e4454e8911066e6954f302 = $('<div id="html_08382e41a8e4454e8911066e6954f302" style="width: 100.0%; height: 100.0%;">Kennedy Park, Ionview, East Birchmount Park, Scarborough</div>')[0];
                popup_28bda6f97454456faae7b76f764701ce.setContent(html_08382e41a8e4454e8911066e6954f302);
            

            circle_marker_a35a1c2b0f4a4773a9ed4a2e2d4b33e2.bindPopup(popup_28bda6f97454456faae7b76f764701ce);

            
        
    
            var circle_marker_117a798b7939489aa5fc797318b8918f = L.circleMarker(
                [43.711111700000004,-79.2845772],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_40768959c7674e28bc1b49465eca0d68 = L.popup({maxWidth: '300'});

            
                var html_79cd4c4df5f641eb90ccc278513d46a5 = $('<div id="html_79cd4c4df5f641eb90ccc278513d46a5" style="width: 100.0%; height: 100.0%;">Golden Mile, Clairlea, Oakridge, Scarborough</div>')[0];
                popup_40768959c7674e28bc1b49465eca0d68.setContent(html_79cd4c4df5f641eb90ccc278513d46a5);
            

            circle_marker_117a798b7939489aa5fc797318b8918f.bindPopup(popup_40768959c7674e28bc1b49465eca0d68);

            
        
    
            var circle_marker_24dc2c2271c24a89979e58d105350ba0 = L.circleMarker(
                [43.716316,-79.23947609999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_8c2c5382ab24428e9d0c494882a7ee03 = L.popup({maxWidth: '300'});

            
                var html_8884cfcff961420bb6f816664f5ceffe = $('<div id="html_8884cfcff961420bb6f816664f5ceffe" style="width: 100.0%; height: 100.0%;">Cliffside, Cliffcrest, Scarborough Village West, Scarborough</div>')[0];
                popup_8c2c5382ab24428e9d0c494882a7ee03.setContent(html_8884cfcff961420bb6f816664f5ceffe);
            

            circle_marker_24dc2c2271c24a89979e58d105350ba0.bindPopup(popup_8c2c5382ab24428e9d0c494882a7ee03);

            
        
    
            var circle_marker_52338430cca04f1b999d090fedf159af = L.circleMarker(
                [43.692657000000004,-79.2648481],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_57c5a3d4b6004ef282051a2749cde8c3 = L.popup({maxWidth: '300'});

            
                var html_b47d4c7347bf4a229c0ac72d4ebeef18 = $('<div id="html_b47d4c7347bf4a229c0ac72d4ebeef18" style="width: 100.0%; height: 100.0%;">Birch Cliff, Cliffside West, Scarborough</div>')[0];
                popup_57c5a3d4b6004ef282051a2749cde8c3.setContent(html_b47d4c7347bf4a229c0ac72d4ebeef18);
            

            circle_marker_52338430cca04f1b999d090fedf159af.bindPopup(popup_57c5a3d4b6004ef282051a2749cde8c3);

            
        
    
            var circle_marker_ceeae10ae6e34f9b82c7101e47bec428 = L.circleMarker(
                [43.7574096,-79.27330400000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_81f2bd2ff53b41a4ab3b71857b34231e = L.popup({maxWidth: '300'});

            
                var html_e9a6a35859874a27a288e450ae0bdd41 = $('<div id="html_e9a6a35859874a27a288e450ae0bdd41" style="width: 100.0%; height: 100.0%;">Dorset Park, Wexford Heights, Scarborough Town Centre, Scarborough</div>')[0];
                popup_81f2bd2ff53b41a4ab3b71857b34231e.setContent(html_e9a6a35859874a27a288e450ae0bdd41);
            

            circle_marker_ceeae10ae6e34f9b82c7101e47bec428.bindPopup(popup_81f2bd2ff53b41a4ab3b71857b34231e);

            
        
    
            var circle_marker_cd2a788cf8394e9cb774dbe46bcbcd0c = L.circleMarker(
                [43.750071500000004,-79.2958491],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_928c7803e8ba49d2bdb91c9de3f9322f = L.popup({maxWidth: '300'});

            
                var html_d325f47b42bd418da8739978f4cdef11 = $('<div id="html_d325f47b42bd418da8739978f4cdef11" style="width: 100.0%; height: 100.0%;">Wexford, Maryvale, Scarborough</div>')[0];
                popup_928c7803e8ba49d2bdb91c9de3f9322f.setContent(html_d325f47b42bd418da8739978f4cdef11);
            

            circle_marker_cd2a788cf8394e9cb774dbe46bcbcd0c.bindPopup(popup_928c7803e8ba49d2bdb91c9de3f9322f);

            
        
    
            var circle_marker_0c420ddf86dd4bd9a55a96220d444abb = L.circleMarker(
                [43.7942003,-79.26202940000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_f8ec2dce8827437bbc75ea659151952a = L.popup({maxWidth: '300'});

            
                var html_9b2279a61fbb400d9eb3abccc2ee86b8 = $('<div id="html_9b2279a61fbb400d9eb3abccc2ee86b8" style="width: 100.0%; height: 100.0%;">Agincourt, Scarborough</div>')[0];
                popup_f8ec2dce8827437bbc75ea659151952a.setContent(html_9b2279a61fbb400d9eb3abccc2ee86b8);
            

            circle_marker_0c420ddf86dd4bd9a55a96220d444abb.bindPopup(popup_f8ec2dce8827437bbc75ea659151952a);

            
        
    
            var circle_marker_46660b95fa8d4956a6a8a003a7aba6c0 = L.circleMarker(
                [43.7816375,-79.3043021],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_533b4fe7e6d9442f819400a76c6aee80 = L.popup({maxWidth: '300'});

            
                var html_ddaad1cec3b641a5b813e61613961e35 = $('<div id="html_ddaad1cec3b641a5b813e61613961e35" style="width: 100.0%; height: 100.0%;">Clarks Corners, Tam O&#39;Shanter, Sullivan, Scarborough</div>')[0];
                popup_533b4fe7e6d9442f819400a76c6aee80.setContent(html_ddaad1cec3b641a5b813e61613961e35);
            

            circle_marker_46660b95fa8d4956a6a8a003a7aba6c0.bindPopup(popup_533b4fe7e6d9442f819400a76c6aee80);

            
        
    
            var circle_marker_127d49b9358d4114880046e45d8ff69a = L.circleMarker(
                [43.8152522,-79.2845772],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_842aef967b864ad4929a3c5f992660f0 = L.popup({maxWidth: '300'});

            
                var html_aea2f2c5fed34c3294b350e38c9b6f7b = $('<div id="html_aea2f2c5fed34c3294b350e38c9b6f7b" style="width: 100.0%; height: 100.0%;">Milliken, Agincourt North, Steeles East, L&#39;Amoreaux East, Scarborough</div>')[0];
                popup_842aef967b864ad4929a3c5f992660f0.setContent(html_aea2f2c5fed34c3294b350e38c9b6f7b);
            

            circle_marker_127d49b9358d4114880046e45d8ff69a.bindPopup(popup_842aef967b864ad4929a3c5f992660f0);

            
        
    
            var circle_marker_6fd0ca0fbe5b409e992267acd4962729 = L.circleMarker(
                [43.799525200000005,-79.3183887],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_b2f5ce50e61c49a59210f11d5a0fa012 = L.popup({maxWidth: '300'});

            
                var html_5030f718d95144399b4902b17e919825 = $('<div id="html_5030f718d95144399b4902b17e919825" style="width: 100.0%; height: 100.0%;">Steeles West, L&#39;Amoreaux West, Scarborough</div>')[0];
                popup_b2f5ce50e61c49a59210f11d5a0fa012.setContent(html_5030f718d95144399b4902b17e919825);
            

            circle_marker_6fd0ca0fbe5b409e992267acd4962729.bindPopup(popup_b2f5ce50e61c49a59210f11d5a0fa012);

            
        
    
            var circle_marker_d942607b705542c59296f1496295717f = L.circleMarker(
                [43.836124700000006,-79.20563609999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_f2d8ab84287e4e6788618ce99f32f526 = L.popup({maxWidth: '300'});

            
                var html_33a87bec26ce4eeca9003af80c607994 = $('<div id="html_33a87bec26ce4eeca9003af80c607994" style="width: 100.0%; height: 100.0%;">Upper Rouge, Scarborough</div>')[0];
                popup_f2d8ab84287e4e6788618ce99f32f526.setContent(html_33a87bec26ce4eeca9003af80c607994);
            

            circle_marker_d942607b705542c59296f1496295717f.bindPopup(popup_f2d8ab84287e4e6788618ce99f32f526);

            
        
    
            var circle_marker_42690284bf1e49d28c3b8138c9285476 = L.circleMarker(
                [43.8037622,-79.3634517],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_17aedc531a8444fc9b60a08a590e3c33 = L.popup({maxWidth: '300'});

            
                var html_8deb2371946841dfb9b6c677e576e98d = $('<div id="html_8deb2371946841dfb9b6c677e576e98d" style="width: 100.0%; height: 100.0%;">Hillcrest Village, North York</div>')[0];
                popup_17aedc531a8444fc9b60a08a590e3c33.setContent(html_8deb2371946841dfb9b6c677e576e98d);
            

            circle_marker_42690284bf1e49d28c3b8138c9285476.bindPopup(popup_17aedc531a8444fc9b60a08a590e3c33);

            
        
    
            var circle_marker_011db784d2f14e33813971928424fd50 = L.circleMarker(
                [43.7785175,-79.3465557],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_0617193d21814baaba38314f6211ae18 = L.popup({maxWidth: '300'});

            
                var html_107bdeb62aac48b68f08b1f22b61d579 = $('<div id="html_107bdeb62aac48b68f08b1f22b61d579" style="width: 100.0%; height: 100.0%;">Fairview, Henry Farm, Oriole, North York</div>')[0];
                popup_0617193d21814baaba38314f6211ae18.setContent(html_107bdeb62aac48b68f08b1f22b61d579);
            

            circle_marker_011db784d2f14e33813971928424fd50.bindPopup(popup_0617193d21814baaba38314f6211ae18);

            
        
    
            var circle_marker_a7128bda0be140bbbbde52f53c1dcb81 = L.circleMarker(
                [43.7869473,-79.385975],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_b484e53b1886487a9f4fca49e1eeaf4f = L.popup({maxWidth: '300'});

            
                var html_b4cbb0dd8708472ea5e7423fa0b9e00b = $('<div id="html_b4cbb0dd8708472ea5e7423fa0b9e00b" style="width: 100.0%; height: 100.0%;">Bayview Village, North York</div>')[0];
                popup_b484e53b1886487a9f4fca49e1eeaf4f.setContent(html_b4cbb0dd8708472ea5e7423fa0b9e00b);
            

            circle_marker_a7128bda0be140bbbbde52f53c1dcb81.bindPopup(popup_b484e53b1886487a9f4fca49e1eeaf4f);

            
        
    
            var circle_marker_2eadeeaeac0b422687ab76b0ba9948a8 = L.circleMarker(
                [43.7574902,-79.37471409999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_56da7e484af6446db2e6c9b57147f3bd = L.popup({maxWidth: '300'});

            
                var html_0bdeef06fcde4a34ae507c7ade666581 = $('<div id="html_0bdeef06fcde4a34ae507c7ade666581" style="width: 100.0%; height: 100.0%;">York Mills, Silver Hills, North York</div>')[0];
                popup_56da7e484af6446db2e6c9b57147f3bd.setContent(html_0bdeef06fcde4a34ae507c7ade666581);
            

            circle_marker_2eadeeaeac0b422687ab76b0ba9948a8.bindPopup(popup_56da7e484af6446db2e6c9b57147f3bd);

            
        
    
            var circle_marker_00af6f40ddb84209b590101412f30209 = L.circleMarker(
                [43.789053,-79.40849279999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_4a86623c39bb4f3fa66773dc0fb407e1 = L.popup({maxWidth: '300'});

            
                var html_12818af6220343f3805fd3a46471e56d = $('<div id="html_12818af6220343f3805fd3a46471e56d" style="width: 100.0%; height: 100.0%;">Willowdale, Newtonbrook, North York</div>')[0];
                popup_4a86623c39bb4f3fa66773dc0fb407e1.setContent(html_12818af6220343f3805fd3a46471e56d);
            

            circle_marker_00af6f40ddb84209b590101412f30209.bindPopup(popup_4a86623c39bb4f3fa66773dc0fb407e1);

            
        
    
            var circle_marker_d3d3cca8a96442efa2831d6ce87d32de = L.circleMarker(
                [43.7701199,-79.40849279999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_19e88dc25ed845ffb8cedbec07955ac1 = L.popup({maxWidth: '300'});

            
                var html_91e714f8bb9f43adb785eaac6ec006ad = $('<div id="html_91e714f8bb9f43adb785eaac6ec006ad" style="width: 100.0%; height: 100.0%;">Willowdale, Willowdale East, North York</div>')[0];
                popup_19e88dc25ed845ffb8cedbec07955ac1.setContent(html_91e714f8bb9f43adb785eaac6ec006ad);
            

            circle_marker_d3d3cca8a96442efa2831d6ce87d32de.bindPopup(popup_19e88dc25ed845ffb8cedbec07955ac1);

            
        
    
            var circle_marker_40ab09d9ee294c7aa279b56310d64dae = L.circleMarker(
                [43.752758299999996,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_0a15016f16d0464d9153290e2d606121 = L.popup({maxWidth: '300'});

            
                var html_a4cb6055f4e64b978ae0a31d775e7da5 = $('<div id="html_a4cb6055f4e64b978ae0a31d775e7da5" style="width: 100.0%; height: 100.0%;">York Mills West, North York</div>')[0];
                popup_0a15016f16d0464d9153290e2d606121.setContent(html_a4cb6055f4e64b978ae0a31d775e7da5);
            

            circle_marker_40ab09d9ee294c7aa279b56310d64dae.bindPopup(popup_0a15016f16d0464d9153290e2d606121);

            
        
    
            var circle_marker_c675a3351dde447c85d93e535a87eabb = L.circleMarker(
                [43.7827364,-79.4422593],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_9887d05caaa3416ba310db7384cebd34 = L.popup({maxWidth: '300'});

            
                var html_6b5de809e5ba487ca1382376c233ee27 = $('<div id="html_6b5de809e5ba487ca1382376c233ee27" style="width: 100.0%; height: 100.0%;">Willowdale, Willowdale West, North York</div>')[0];
                popup_9887d05caaa3416ba310db7384cebd34.setContent(html_6b5de809e5ba487ca1382376c233ee27);
            

            circle_marker_c675a3351dde447c85d93e535a87eabb.bindPopup(popup_9887d05caaa3416ba310db7384cebd34);

            
        
    
            var circle_marker_cef94590f1f0451cbb19f5d9e9de974d = L.circleMarker(
                [43.7532586,-79.3296565],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_5e24e75ce81c455988b77de727f70f90 = L.popup({maxWidth: '300'});

            
                var html_e73de91155014a9cbb205fc917e32c36 = $('<div id="html_e73de91155014a9cbb205fc917e32c36" style="width: 100.0%; height: 100.0%;">Parkwoods, North York</div>')[0];
                popup_5e24e75ce81c455988b77de727f70f90.setContent(html_e73de91155014a9cbb205fc917e32c36);
            

            circle_marker_cef94590f1f0451cbb19f5d9e9de974d.bindPopup(popup_5e24e75ce81c455988b77de727f70f90);

            
        
    
            var circle_marker_420f695439da4217a0d0b019fe329825 = L.circleMarker(
                [43.745905799999996,-79.352188],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_52bb4818681e4074990b071007138e23 = L.popup({maxWidth: '300'});

            
                var html_8bc4e34ba15a44f082aae1bd8b36a9ad = $('<div id="html_8bc4e34ba15a44f082aae1bd8b36a9ad" style="width: 100.0%; height: 100.0%;">Don Mills, North York</div>')[0];
                popup_52bb4818681e4074990b071007138e23.setContent(html_8bc4e34ba15a44f082aae1bd8b36a9ad);
            

            circle_marker_420f695439da4217a0d0b019fe329825.bindPopup(popup_52bb4818681e4074990b071007138e23);

            
        
    
            var circle_marker_b785674f40ac40a482ff1d5b14d33441 = L.circleMarker(
                [43.72589970000001,-79.340923],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_b6528d0cef2642cb8d55cb2ad4760c52 = L.popup({maxWidth: '300'});

            
                var html_b5bf0222ef7248f2af1ebf6cf1f449b6 = $('<div id="html_b5bf0222ef7248f2af1ebf6cf1f449b6" style="width: 100.0%; height: 100.0%;">Don Mills, North York</div>')[0];
                popup_b6528d0cef2642cb8d55cb2ad4760c52.setContent(html_b5bf0222ef7248f2af1ebf6cf1f449b6);
            

            circle_marker_b785674f40ac40a482ff1d5b14d33441.bindPopup(popup_b6528d0cef2642cb8d55cb2ad4760c52);

            
        
    
            var circle_marker_f548a2b56fa143b1be85c1684f29c2ef = L.circleMarker(
                [43.7543283,-79.4422593],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c45a3068ccb94c8ca82741e0af4bf761 = L.popup({maxWidth: '300'});

            
                var html_659997e1fd4246ea9f409631650ec98a = $('<div id="html_659997e1fd4246ea9f409631650ec98a" style="width: 100.0%; height: 100.0%;">Bathurst Manor, Wilson Heights, Downsview North, North York</div>')[0];
                popup_c45a3068ccb94c8ca82741e0af4bf761.setContent(html_659997e1fd4246ea9f409631650ec98a);
            

            circle_marker_f548a2b56fa143b1be85c1684f29c2ef.bindPopup(popup_c45a3068ccb94c8ca82741e0af4bf761);

            
        
    
            var circle_marker_84022c1156d64ca58f598c293b674492 = L.circleMarker(
                [43.7679803,-79.48726190000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_54c255c26ffe4d13822862b7252679e4 = L.popup({maxWidth: '300'});

            
                var html_d8ecc96a3c1446dbaba772f95b981b08 = $('<div id="html_d8ecc96a3c1446dbaba772f95b981b08" style="width: 100.0%; height: 100.0%;">Northwood Park, York University, North York</div>')[0];
                popup_54c255c26ffe4d13822862b7252679e4.setContent(html_d8ecc96a3c1446dbaba772f95b981b08);
            

            circle_marker_84022c1156d64ca58f598c293b674492.bindPopup(popup_54c255c26ffe4d13822862b7252679e4);

            
        
    
            var circle_marker_eb98e248e5424061ba6b6fc5111cff67 = L.circleMarker(
                [43.737473200000004,-79.46476329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_662d36f93ef545ae9910caa8cb74f48f = L.popup({maxWidth: '300'});

            
                var html_8551263a7785431fa306f9c3232ba1da = $('<div id="html_8551263a7785431fa306f9c3232ba1da" style="width: 100.0%; height: 100.0%;">Downsview, North York</div>')[0];
                popup_662d36f93ef545ae9910caa8cb74f48f.setContent(html_8551263a7785431fa306f9c3232ba1da);
            

            circle_marker_eb98e248e5424061ba6b6fc5111cff67.bindPopup(popup_662d36f93ef545ae9910caa8cb74f48f);

            
        
    
            var circle_marker_75c1fa28f6b7439b9241dfa76e4956b6 = L.circleMarker(
                [43.7390146,-79.5069436],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_933c95c2e414482b950cfcc50f2489df = L.popup({maxWidth: '300'});

            
                var html_624760ce31dd4a8f8320dd471d8baa9a = $('<div id="html_624760ce31dd4a8f8320dd471d8baa9a" style="width: 100.0%; height: 100.0%;">Downsview, North York</div>')[0];
                popup_933c95c2e414482b950cfcc50f2489df.setContent(html_624760ce31dd4a8f8320dd471d8baa9a);
            

            circle_marker_75c1fa28f6b7439b9241dfa76e4956b6.bindPopup(popup_933c95c2e414482b950cfcc50f2489df);

            
        
    
            var circle_marker_4e3fc194adf246c08105256ba0e43ddc = L.circleMarker(
                [43.7284964,-79.49569740000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_3b9b8b49cd7d4c889bcebf125d447503 = L.popup({maxWidth: '300'});

            
                var html_08285ffd13b74d2dbd31b9978426bfb8 = $('<div id="html_08285ffd13b74d2dbd31b9978426bfb8" style="width: 100.0%; height: 100.0%;">Downsview, North York</div>')[0];
                popup_3b9b8b49cd7d4c889bcebf125d447503.setContent(html_08285ffd13b74d2dbd31b9978426bfb8);
            

            circle_marker_4e3fc194adf246c08105256ba0e43ddc.bindPopup(popup_3b9b8b49cd7d4c889bcebf125d447503);

            
        
    
            var circle_marker_22eed05caa14492ea85a80273eeb4a59 = L.circleMarker(
                [43.7616313,-79.52099940000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_9807634d0e374d5da2f3998b180a48d1 = L.popup({maxWidth: '300'});

            
                var html_40e82075801f48e490aa1c520e0d20d2 = $('<div id="html_40e82075801f48e490aa1c520e0d20d2" style="width: 100.0%; height: 100.0%;">Downsview, North York</div>')[0];
                popup_9807634d0e374d5da2f3998b180a48d1.setContent(html_40e82075801f48e490aa1c520e0d20d2);
            

            circle_marker_22eed05caa14492ea85a80273eeb4a59.bindPopup(popup_9807634d0e374d5da2f3998b180a48d1);

            
        
    
            var circle_marker_3d6cbe26bfd7463fb1aa87500f71c40e = L.circleMarker(
                [43.725882299999995,-79.31557159999998],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_dcd3e37e978f49849d976d7d70f6159e = L.popup({maxWidth: '300'});

            
                var html_a5524aa8ec944d1d89716cb88801903c = $('<div id="html_a5524aa8ec944d1d89716cb88801903c" style="width: 100.0%; height: 100.0%;">Victoria Village, North York</div>')[0];
                popup_dcd3e37e978f49849d976d7d70f6159e.setContent(html_a5524aa8ec944d1d89716cb88801903c);
            

            circle_marker_3d6cbe26bfd7463fb1aa87500f71c40e.bindPopup(popup_dcd3e37e978f49849d976d7d70f6159e);

            
        
    
            var circle_marker_0c9f2b43a7a6427db419c8146adcbaa4 = L.circleMarker(
                [43.7063972,-79.309937],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_eb1a137036094177bdf053cc770743c0 = L.popup({maxWidth: '300'});

            
                var html_49eadca926a144618a5c3a9a0f027f30 = $('<div id="html_49eadca926a144618a5c3a9a0f027f30" style="width: 100.0%; height: 100.0%;">Parkview Hill, Woodbine Gardens, East York</div>')[0];
                popup_eb1a137036094177bdf053cc770743c0.setContent(html_49eadca926a144618a5c3a9a0f027f30);
            

            circle_marker_0c9f2b43a7a6427db419c8146adcbaa4.bindPopup(popup_eb1a137036094177bdf053cc770743c0);

            
        
    
            var circle_marker_8825c6846c5649679eb24223807f1075 = L.circleMarker(
                [43.695343900000005,-79.3183887],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_a650638eb19e4f2c94d4c12d0696ab68 = L.popup({maxWidth: '300'});

            
                var html_a2609a6b9a5444d292dd8c8bad61eb54 = $('<div id="html_a2609a6b9a5444d292dd8c8bad61eb54" style="width: 100.0%; height: 100.0%;">Woodbine Heights, East York</div>')[0];
                popup_a650638eb19e4f2c94d4c12d0696ab68.setContent(html_a2609a6b9a5444d292dd8c8bad61eb54);
            

            circle_marker_8825c6846c5649679eb24223807f1075.bindPopup(popup_a650638eb19e4f2c94d4c12d0696ab68);

            
        
    
            var circle_marker_53b528c7d77d4de8b52b0884f7a2d3e6 = L.circleMarker(
                [43.67635739999999,-79.2930312],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ef784389a06d40998bfc3a605c1c89f6 = L.popup({maxWidth: '300'});

            
                var html_36bcfe0e30f7466bbd1ea878246ac1a6 = $('<div id="html_36bcfe0e30f7466bbd1ea878246ac1a6" style="width: 100.0%; height: 100.0%;">The Beaches, East Toronto</div>')[0];
                popup_ef784389a06d40998bfc3a605c1c89f6.setContent(html_36bcfe0e30f7466bbd1ea878246ac1a6);
            

            circle_marker_53b528c7d77d4de8b52b0884f7a2d3e6.bindPopup(popup_ef784389a06d40998bfc3a605c1c89f6);

            
        
    
            var circle_marker_375a6e69fb7d4bcd945d51c146ab86b7 = L.circleMarker(
                [43.7090604,-79.3634517],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_223daf9824b24848bdfa9faaede60e08 = L.popup({maxWidth: '300'});

            
                var html_f11d1e0613ee475087be98641a3053f9 = $('<div id="html_f11d1e0613ee475087be98641a3053f9" style="width: 100.0%; height: 100.0%;">Leaside, East York</div>')[0];
                popup_223daf9824b24848bdfa9faaede60e08.setContent(html_f11d1e0613ee475087be98641a3053f9);
            

            circle_marker_375a6e69fb7d4bcd945d51c146ab86b7.bindPopup(popup_223daf9824b24848bdfa9faaede60e08);

            
        
    
            var circle_marker_c9d7e1d7973f4e90acefa3609b447ed8 = L.circleMarker(
                [43.7053689,-79.34937190000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_799f46156b484989ba27942454cdcdcd = L.popup({maxWidth: '300'});

            
                var html_92377b2eb5f2421e82f107b99c5044c2 = $('<div id="html_92377b2eb5f2421e82f107b99c5044c2" style="width: 100.0%; height: 100.0%;">Thorncliffe Park, East York</div>')[0];
                popup_799f46156b484989ba27942454cdcdcd.setContent(html_92377b2eb5f2421e82f107b99c5044c2);
            

            circle_marker_c9d7e1d7973f4e90acefa3609b447ed8.bindPopup(popup_799f46156b484989ba27942454cdcdcd);

            
        
    
            var circle_marker_26a94b45d37c4d438441d4a327646f62 = L.circleMarker(
                [43.685347,-79.3381065],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c50bddfc2f8245238feb184a6b065b9c = L.popup({maxWidth: '300'});

            
                var html_56f1498fc8b341be944667b12b7bbe1b = $('<div id="html_56f1498fc8b341be944667b12b7bbe1b" style="width: 100.0%; height: 100.0%;">East Toronto, Broadview North (Old East York), East York</div>')[0];
                popup_c50bddfc2f8245238feb184a6b065b9c.setContent(html_56f1498fc8b341be944667b12b7bbe1b);
            

            circle_marker_26a94b45d37c4d438441d4a327646f62.bindPopup(popup_c50bddfc2f8245238feb184a6b065b9c);

            
        
    
            var circle_marker_bd76b04a2d6447009b6274d2034036bf = L.circleMarker(
                [43.6795571,-79.352188],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_f9a03f4ce85e414ebdd402aca4bad86d = L.popup({maxWidth: '300'});

            
                var html_e73bb4c6d278446da4c999e00eca1721 = $('<div id="html_e73bb4c6d278446da4c999e00eca1721" style="width: 100.0%; height: 100.0%;">The Danforth West, Riverdale, East Toronto</div>')[0];
                popup_f9a03f4ce85e414ebdd402aca4bad86d.setContent(html_e73bb4c6d278446da4c999e00eca1721);
            

            circle_marker_bd76b04a2d6447009b6274d2034036bf.bindPopup(popup_f9a03f4ce85e414ebdd402aca4bad86d);

            
        
    
            var circle_marker_e7eecca6a361482eb9d582fdb8e42fed = L.circleMarker(
                [43.6689985,-79.31557159999998],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_d3281cef03c04ca4be597d7faac397f2 = L.popup({maxWidth: '300'});

            
                var html_c9e955a6107c4119b5719212db394a18 = $('<div id="html_c9e955a6107c4119b5719212db394a18" style="width: 100.0%; height: 100.0%;">India Bazaar, The Beaches West, East Toronto</div>')[0];
                popup_d3281cef03c04ca4be597d7faac397f2.setContent(html_c9e955a6107c4119b5719212db394a18);
            

            circle_marker_e7eecca6a361482eb9d582fdb8e42fed.bindPopup(popup_d3281cef03c04ca4be597d7faac397f2);

            
        
    
            var circle_marker_60cee9c64d894bcc9a7e08754c26f1ea = L.circleMarker(
                [43.6595255,-79.340923],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_07cd10b8d2b048de84c9d7948f2a0e19 = L.popup({maxWidth: '300'});

            
                var html_2a35b0e994ee4fa8b9b10443b7e09be6 = $('<div id="html_2a35b0e994ee4fa8b9b10443b7e09be6" style="width: 100.0%; height: 100.0%;">Studio District, East Toronto</div>')[0];
                popup_07cd10b8d2b048de84c9d7948f2a0e19.setContent(html_2a35b0e994ee4fa8b9b10443b7e09be6);
            

            circle_marker_60cee9c64d894bcc9a7e08754c26f1ea.bindPopup(popup_07cd10b8d2b048de84c9d7948f2a0e19);

            
        
    
            var circle_marker_2cd30509351847eeaf6ef1af18d77bfc = L.circleMarker(
                [43.7280205,-79.3887901],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_30fcc5a6daea460db2bcaa4e71818474 = L.popup({maxWidth: '300'});

            
                var html_12c9e007f0424160b885effe8ac0d974 = $('<div id="html_12c9e007f0424160b885effe8ac0d974" style="width: 100.0%; height: 100.0%;">Lawrence Park, Central Toronto</div>')[0];
                popup_30fcc5a6daea460db2bcaa4e71818474.setContent(html_12c9e007f0424160b885effe8ac0d974);
            

            circle_marker_2cd30509351847eeaf6ef1af18d77bfc.bindPopup(popup_30fcc5a6daea460db2bcaa4e71818474);

            
        
    
            var circle_marker_cded086d3d4545908ddadb271952aba9 = L.circleMarker(
                [43.7127511,-79.3901975],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_774d1a5dc4fa487f81626808449bc050 = L.popup({maxWidth: '300'});

            
                var html_781f6edc81724c78a2ebdde9040bfee3 = $('<div id="html_781f6edc81724c78a2ebdde9040bfee3" style="width: 100.0%; height: 100.0%;">Davisville North, Central Toronto</div>')[0];
                popup_774d1a5dc4fa487f81626808449bc050.setContent(html_781f6edc81724c78a2ebdde9040bfee3);
            

            circle_marker_cded086d3d4545908ddadb271952aba9.bindPopup(popup_774d1a5dc4fa487f81626808449bc050);

            
        
    
            var circle_marker_fe6dc04720cc444fa12287d51868eab3 = L.circleMarker(
                [43.7153834,-79.40567840000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_2d5f78304d2e4f86bb963316361e7e5b = L.popup({maxWidth: '300'});

            
                var html_23430c25cf224c46916697d017b3c529 = $('<div id="html_23430c25cf224c46916697d017b3c529" style="width: 100.0%; height: 100.0%;">North Toronto West,  Lawrence Park, Central Toronto</div>')[0];
                popup_2d5f78304d2e4f86bb963316361e7e5b.setContent(html_23430c25cf224c46916697d017b3c529);
            

            circle_marker_fe6dc04720cc444fa12287d51868eab3.bindPopup(popup_2d5f78304d2e4f86bb963316361e7e5b);

            
        
    
            var circle_marker_bf694d0432384280b3108b756a535483 = L.circleMarker(
                [43.7043244,-79.3887901],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_351f3779a02549b59401810d19cf2b37 = L.popup({maxWidth: '300'});

            
                var html_6995aa53b18a4b3695ac5dba8ce46ea9 = $('<div id="html_6995aa53b18a4b3695ac5dba8ce46ea9" style="width: 100.0%; height: 100.0%;">Davisville, Central Toronto</div>')[0];
                popup_351f3779a02549b59401810d19cf2b37.setContent(html_6995aa53b18a4b3695ac5dba8ce46ea9);
            

            circle_marker_bf694d0432384280b3108b756a535483.bindPopup(popup_351f3779a02549b59401810d19cf2b37);

            
        
    
            var circle_marker_4abd106cf92e46fbb980261d595b0a51 = L.circleMarker(
                [43.6895743,-79.38315990000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_48d394fb2bce4bfa9b58bdfae85c34a8 = L.popup({maxWidth: '300'});

            
                var html_cd684549f124483b887f9d8583629a44 = $('<div id="html_cd684549f124483b887f9d8583629a44" style="width: 100.0%; height: 100.0%;">Moore Park, Summerhill East, Central Toronto</div>')[0];
                popup_48d394fb2bce4bfa9b58bdfae85c34a8.setContent(html_cd684549f124483b887f9d8583629a44);
            

            circle_marker_4abd106cf92e46fbb980261d595b0a51.bindPopup(popup_48d394fb2bce4bfa9b58bdfae85c34a8);

            
        
    
            var circle_marker_9a85c9fc87cb4bbf9450aca2b6db1a6d = L.circleMarker(
                [43.68641229999999,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_8542b2ed98af4f7baf136b27b2565ba4 = L.popup({maxWidth: '300'});

            
                var html_05e97d91978d49dc9315ca26a02504aa = $('<div id="html_05e97d91978d49dc9315ca26a02504aa" style="width: 100.0%; height: 100.0%;">Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park, Central Toronto</div>')[0];
                popup_8542b2ed98af4f7baf136b27b2565ba4.setContent(html_05e97d91978d49dc9315ca26a02504aa);
            

            circle_marker_9a85c9fc87cb4bbf9450aca2b6db1a6d.bindPopup(popup_8542b2ed98af4f7baf136b27b2565ba4);

            
        
    
            var circle_marker_da3194cd006b473d85c06def296e10bf = L.circleMarker(
                [43.6795626,-79.37752940000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_191acf51a51e4bc0abb4cee9ac24581a = L.popup({maxWidth: '300'});

            
                var html_77724083a82c421a95644b4467d33863 = $('<div id="html_77724083a82c421a95644b4467d33863" style="width: 100.0%; height: 100.0%;">Rosedale, Downtown Toronto</div>')[0];
                popup_191acf51a51e4bc0abb4cee9ac24581a.setContent(html_77724083a82c421a95644b4467d33863);
            

            circle_marker_da3194cd006b473d85c06def296e10bf.bindPopup(popup_191acf51a51e4bc0abb4cee9ac24581a);

            
        
    
            var circle_marker_d17d3f63d6214e5e9d4dc74272b29619 = L.circleMarker(
                [43.667967,-79.3676753],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c3ec547579c14cc8912c34c65669ed9f = L.popup({maxWidth: '300'});

            
                var html_9603e19e53594dc09499961ea44e1fbc = $('<div id="html_9603e19e53594dc09499961ea44e1fbc" style="width: 100.0%; height: 100.0%;">St. James Town, Cabbagetown, Downtown Toronto</div>')[0];
                popup_c3ec547579c14cc8912c34c65669ed9f.setContent(html_9603e19e53594dc09499961ea44e1fbc);
            

            circle_marker_d17d3f63d6214e5e9d4dc74272b29619.bindPopup(popup_c3ec547579c14cc8912c34c65669ed9f);

            
        
    
            var circle_marker_f0767cbbd125420d92e1e000e9d39471 = L.circleMarker(
                [43.6658599,-79.38315990000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_525f28cbe55244cf8d2e27e795f69f14 = L.popup({maxWidth: '300'});

            
                var html_a9a8948217c24d1db91aa17f83105495 = $('<div id="html_a9a8948217c24d1db91aa17f83105495" style="width: 100.0%; height: 100.0%;">Church and Wellesley, Downtown Toronto</div>')[0];
                popup_525f28cbe55244cf8d2e27e795f69f14.setContent(html_a9a8948217c24d1db91aa17f83105495);
            

            circle_marker_f0767cbbd125420d92e1e000e9d39471.bindPopup(popup_525f28cbe55244cf8d2e27e795f69f14);

            
        
    
            var circle_marker_98f94ec7395646b6ad4c94aeb745f7d4 = L.circleMarker(
                [43.6542599,-79.3606359],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_dce5ed677f4b49c4b778562138af9f2a = L.popup({maxWidth: '300'});

            
                var html_3d4a2f47056e4009acf211b285b9439a = $('<div id="html_3d4a2f47056e4009acf211b285b9439a" style="width: 100.0%; height: 100.0%;">Regent Park, Harbourfront, Downtown Toronto</div>')[0];
                popup_dce5ed677f4b49c4b778562138af9f2a.setContent(html_3d4a2f47056e4009acf211b285b9439a);
            

            circle_marker_98f94ec7395646b6ad4c94aeb745f7d4.bindPopup(popup_dce5ed677f4b49c4b778562138af9f2a);

            
        
    
            var circle_marker_9b55d7a9ccb5447ea72980ec9e535b7b = L.circleMarker(
                [43.6571618,-79.37893709999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ce1aa509124d45268a44bbe0e057bb71 = L.popup({maxWidth: '300'});

            
                var html_5274b87449d34d18a763cf6a267c9317 = $('<div id="html_5274b87449d34d18a763cf6a267c9317" style="width: 100.0%; height: 100.0%;">Garden District, Ryerson, Downtown Toronto</div>')[0];
                popup_ce1aa509124d45268a44bbe0e057bb71.setContent(html_5274b87449d34d18a763cf6a267c9317);
            

            circle_marker_9b55d7a9ccb5447ea72980ec9e535b7b.bindPopup(popup_ce1aa509124d45268a44bbe0e057bb71);

            
        
    
            var circle_marker_e2dac39ee7544eae8d58621ae695d5ac = L.circleMarker(
                [43.6514939,-79.3754179],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_8bf7c02418314fd4bea8375b05289768 = L.popup({maxWidth: '300'});

            
                var html_36a900f4ac664acb9e75749b0a9011fb = $('<div id="html_36a900f4ac664acb9e75749b0a9011fb" style="width: 100.0%; height: 100.0%;">St. James Town, Downtown Toronto</div>')[0];
                popup_8bf7c02418314fd4bea8375b05289768.setContent(html_36a900f4ac664acb9e75749b0a9011fb);
            

            circle_marker_e2dac39ee7544eae8d58621ae695d5ac.bindPopup(popup_8bf7c02418314fd4bea8375b05289768);

            
        
    
            var circle_marker_f3c99168a75447d983d1a455defc43ee = L.circleMarker(
                [43.644770799999996,-79.3733064],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_49fe71d51b914c40a54af5be4f3d229d = L.popup({maxWidth: '300'});

            
                var html_2470d1f55bed48a7ad9a8c5a6f7c56ef = $('<div id="html_2470d1f55bed48a7ad9a8c5a6f7c56ef" style="width: 100.0%; height: 100.0%;">Berczy Park, Downtown Toronto</div>')[0];
                popup_49fe71d51b914c40a54af5be4f3d229d.setContent(html_2470d1f55bed48a7ad9a8c5a6f7c56ef);
            

            circle_marker_f3c99168a75447d983d1a455defc43ee.bindPopup(popup_49fe71d51b914c40a54af5be4f3d229d);

            
        
    
            var circle_marker_a6b0297e8e85444c90779cdf6b1aee12 = L.circleMarker(
                [43.6579524,-79.3873826],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_3786e2e2092145aca11f594ea73324f1 = L.popup({maxWidth: '300'});

            
                var html_1946605ced4f4befba300c40b3c44fe2 = $('<div id="html_1946605ced4f4befba300c40b3c44fe2" style="width: 100.0%; height: 100.0%;">Central Bay Street, Downtown Toronto</div>')[0];
                popup_3786e2e2092145aca11f594ea73324f1.setContent(html_1946605ced4f4befba300c40b3c44fe2);
            

            circle_marker_a6b0297e8e85444c90779cdf6b1aee12.bindPopup(popup_3786e2e2092145aca11f594ea73324f1);

            
        
    
            var circle_marker_8b1e1205f0fc41e89d56e4ec3d6c4afc = L.circleMarker(
                [43.65057120000001,-79.3845675],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_be3f6d904dc940d994b615522fb2be71 = L.popup({maxWidth: '300'});

            
                var html_ad3f6080515a4dc99e1e0da20331f57c = $('<div id="html_ad3f6080515a4dc99e1e0da20331f57c" style="width: 100.0%; height: 100.0%;">Richmond, Adelaide, King, Downtown Toronto</div>')[0];
                popup_be3f6d904dc940d994b615522fb2be71.setContent(html_ad3f6080515a4dc99e1e0da20331f57c);
            

            circle_marker_8b1e1205f0fc41e89d56e4ec3d6c4afc.bindPopup(popup_be3f6d904dc940d994b615522fb2be71);

            
        
    
            var circle_marker_cb8b2b4edda549cea091017f9d129dea = L.circleMarker(
                [43.6408157,-79.38175229999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_0d600c49c796466494104f859aebc265 = L.popup({maxWidth: '300'});

            
                var html_a2f4567164dc425ca2bbdaf6cf244a66 = $('<div id="html_a2f4567164dc425ca2bbdaf6cf244a66" style="width: 100.0%; height: 100.0%;">Harbourfront East, Union Station, Toronto Islands, Downtown Toronto</div>')[0];
                popup_0d600c49c796466494104f859aebc265.setContent(html_a2f4567164dc425ca2bbdaf6cf244a66);
            

            circle_marker_cb8b2b4edda549cea091017f9d129dea.bindPopup(popup_0d600c49c796466494104f859aebc265);

            
        
    
            var circle_marker_ce925b47486a4b748b124399d2ff7349 = L.circleMarker(
                [43.6471768,-79.38157640000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_bc90fb75afe9487085b957b5d1b852a8 = L.popup({maxWidth: '300'});

            
                var html_ddfedc8f9c704914a7f15cae469d104f = $('<div id="html_ddfedc8f9c704914a7f15cae469d104f" style="width: 100.0%; height: 100.0%;">Toronto Dominion Centre, Design Exchange, Downtown Toronto</div>')[0];
                popup_bc90fb75afe9487085b957b5d1b852a8.setContent(html_ddfedc8f9c704914a7f15cae469d104f);
            

            circle_marker_ce925b47486a4b748b124399d2ff7349.bindPopup(popup_bc90fb75afe9487085b957b5d1b852a8);

            
        
    
            var circle_marker_9b10e9e918b7405ba158d43a86c1df81 = L.circleMarker(
                [43.6481985,-79.37981690000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_70d15db9902c4f5fa53670971d6b48b0 = L.popup({maxWidth: '300'});

            
                var html_8f50e33a00104ea5a517e0f7add5aacd = $('<div id="html_8f50e33a00104ea5a517e0f7add5aacd" style="width: 100.0%; height: 100.0%;">Commerce Court, Victoria Hotel, Downtown Toronto</div>')[0];
                popup_70d15db9902c4f5fa53670971d6b48b0.setContent(html_8f50e33a00104ea5a517e0f7add5aacd);
            

            circle_marker_9b10e9e918b7405ba158d43a86c1df81.bindPopup(popup_70d15db9902c4f5fa53670971d6b48b0);

            
        
    
            var circle_marker_5a7684d3b9aa49528c61363c4e4bfda7 = L.circleMarker(
                [43.7332825,-79.4197497],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_52d6a4bdfe844134b9289f69379e7da3 = L.popup({maxWidth: '300'});

            
                var html_34410f90c193490f8b44b6395591138e = $('<div id="html_34410f90c193490f8b44b6395591138e" style="width: 100.0%; height: 100.0%;">Bedford Park, Lawrence Manor East, North York</div>')[0];
                popup_52d6a4bdfe844134b9289f69379e7da3.setContent(html_34410f90c193490f8b44b6395591138e);
            

            circle_marker_5a7684d3b9aa49528c61363c4e4bfda7.bindPopup(popup_52d6a4bdfe844134b9289f69379e7da3);

            
        
    
            var circle_marker_3b8ccca2d8324eb9bfd9e9f7680d3871 = L.circleMarker(
                [43.7116948,-79.41693559999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_78a94153fe3848a3b7b197e2d8275772 = L.popup({maxWidth: '300'});

            
                var html_24d2855990ac427397db396a7071a164 = $('<div id="html_24d2855990ac427397db396a7071a164" style="width: 100.0%; height: 100.0%;">Roselawn, Central Toronto</div>')[0];
                popup_78a94153fe3848a3b7b197e2d8275772.setContent(html_24d2855990ac427397db396a7071a164);
            

            circle_marker_3b8ccca2d8324eb9bfd9e9f7680d3871.bindPopup(popup_78a94153fe3848a3b7b197e2d8275772);

            
        
    
            var circle_marker_876e182e40d64d3c8f7d17caadc0383b = L.circleMarker(
                [43.6969476,-79.41130720000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_02de5cf0c189471ab3f61055d1ac6b9c = L.popup({maxWidth: '300'});

            
                var html_99138bb8504a4248acd233978908e114 = $('<div id="html_99138bb8504a4248acd233978908e114" style="width: 100.0%; height: 100.0%;">Forest Hill North &amp; West, Forest Hill Road Park, Central Toronto</div>')[0];
                popup_02de5cf0c189471ab3f61055d1ac6b9c.setContent(html_99138bb8504a4248acd233978908e114);
            

            circle_marker_876e182e40d64d3c8f7d17caadc0383b.bindPopup(popup_02de5cf0c189471ab3f61055d1ac6b9c);

            
        
    
            var circle_marker_8c88b20e5c734bfca741a0322527dbbb = L.circleMarker(
                [43.6727097,-79.40567840000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_b5682a45af2c487b9096dc31bb820ff8 = L.popup({maxWidth: '300'});

            
                var html_ddeb3ff00fb945019b95133d5f109426 = $('<div id="html_ddeb3ff00fb945019b95133d5f109426" style="width: 100.0%; height: 100.0%;">The Annex, North Midtown, Yorkville, Central Toronto</div>')[0];
                popup_b5682a45af2c487b9096dc31bb820ff8.setContent(html_ddeb3ff00fb945019b95133d5f109426);
            

            circle_marker_8c88b20e5c734bfca741a0322527dbbb.bindPopup(popup_b5682a45af2c487b9096dc31bb820ff8);

            
        
    
            var circle_marker_1cd2501f7e77451ead2f3983793ab6b1 = L.circleMarker(
                [43.6626956,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_d108315b745d452ba0a0591d3d508911 = L.popup({maxWidth: '300'});

            
                var html_4ac5be827fff49a8aa335268201691cb = $('<div id="html_4ac5be827fff49a8aa335268201691cb" style="width: 100.0%; height: 100.0%;">University of Toronto, Harbord, Downtown Toronto</div>')[0];
                popup_d108315b745d452ba0a0591d3d508911.setContent(html_4ac5be827fff49a8aa335268201691cb);
            

            circle_marker_1cd2501f7e77451ead2f3983793ab6b1.bindPopup(popup_d108315b745d452ba0a0591d3d508911);

            
        
    
            var circle_marker_3e86bab7f79542d1a02cb428a33ff6c7 = L.circleMarker(
                [43.6532057,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_4908222f62d64407a269393a94b60a9e = L.popup({maxWidth: '300'});

            
                var html_e76779df008e4d84adaba3cfa9d565b9 = $('<div id="html_e76779df008e4d84adaba3cfa9d565b9" style="width: 100.0%; height: 100.0%;">Kensington Market, Chinatown, Grange Park, Downtown Toronto</div>')[0];
                popup_4908222f62d64407a269393a94b60a9e.setContent(html_e76779df008e4d84adaba3cfa9d565b9);
            

            circle_marker_3e86bab7f79542d1a02cb428a33ff6c7.bindPopup(popup_4908222f62d64407a269393a94b60a9e);

            
        
    
            var circle_marker_e8f706cf330047648eb8c04eb85797d7 = L.circleMarker(
                [43.6289467,-79.3944199],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_550e3601dfa04270bde475f54461daad = L.popup({maxWidth: '300'});

            
                var html_10ae789f9c0041adbe592a0def064300 = $('<div id="html_10ae789f9c0041adbe592a0def064300" style="width: 100.0%; height: 100.0%;">CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport, Downtown Toronto</div>')[0];
                popup_550e3601dfa04270bde475f54461daad.setContent(html_10ae789f9c0041adbe592a0def064300);
            

            circle_marker_e8f706cf330047648eb8c04eb85797d7.bindPopup(popup_550e3601dfa04270bde475f54461daad);

            
        
    
            var circle_marker_6c6cc1a5860a4b728551a74d1396c30d = L.circleMarker(
                [43.6464352,-79.37484599999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_4a65f783191b44f2a2cd778b97a122ee = L.popup({maxWidth: '300'});

            
                var html_c43ccb5191b047dfb3bf5ea76371b5e1 = $('<div id="html_c43ccb5191b047dfb3bf5ea76371b5e1" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes, Downtown Toronto</div>')[0];
                popup_4a65f783191b44f2a2cd778b97a122ee.setContent(html_c43ccb5191b047dfb3bf5ea76371b5e1);
            

            circle_marker_6c6cc1a5860a4b728551a74d1396c30d.bindPopup(popup_4a65f783191b44f2a2cd778b97a122ee);

            
        
    
            var circle_marker_d1abe5ae022a4c7aae8569a4676aa322 = L.circleMarker(
                [43.6484292,-79.3822802],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_55b243c9a6544584a56f4622a58ed32a = L.popup({maxWidth: '300'});

            
                var html_499074875dab41d5ad7ab1a4a5912457 = $('<div id="html_499074875dab41d5ad7ab1a4a5912457" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city, Downtown Toronto</div>')[0];
                popup_55b243c9a6544584a56f4622a58ed32a.setContent(html_499074875dab41d5ad7ab1a4a5912457);
            

            circle_marker_d1abe5ae022a4c7aae8569a4676aa322.bindPopup(popup_55b243c9a6544584a56f4622a58ed32a);

            
        
    
            var circle_marker_9b346dc0ecbd44799eb7950a63c457bf = L.circleMarker(
                [43.718517999999996,-79.46476329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_3347cb3b4f3946cf9e9cb9dab5d91333 = L.popup({maxWidth: '300'});

            
                var html_c53fc31a5d3b4225baccfed742e2d51c = $('<div id="html_c53fc31a5d3b4225baccfed742e2d51c" style="width: 100.0%; height: 100.0%;">Lawrence Manor, Lawrence Heights, North York</div>')[0];
                popup_3347cb3b4f3946cf9e9cb9dab5d91333.setContent(html_c53fc31a5d3b4225baccfed742e2d51c);
            

            circle_marker_9b346dc0ecbd44799eb7950a63c457bf.bindPopup(popup_3347cb3b4f3946cf9e9cb9dab5d91333);

            
        
    
            var circle_marker_430e7ff70c674a3581d713cb7e9d5e77 = L.circleMarker(
                [43.709577,-79.44507259999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_1982cbffd9534bfcb1c5ff45943272a9 = L.popup({maxWidth: '300'});

            
                var html_ac231fd001ac4f048e95e5e500fd2ecf = $('<div id="html_ac231fd001ac4f048e95e5e500fd2ecf" style="width: 100.0%; height: 100.0%;">Glencairn, North York</div>')[0];
                popup_1982cbffd9534bfcb1c5ff45943272a9.setContent(html_ac231fd001ac4f048e95e5e500fd2ecf);
            

            circle_marker_430e7ff70c674a3581d713cb7e9d5e77.bindPopup(popup_1982cbffd9534bfcb1c5ff45943272a9);

            
        
    
            var circle_marker_e1a8dbda976542d694e3b4b9a59d89f2 = L.circleMarker(
                [43.6937813,-79.42819140000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c94a871916ba49d798c40bd388ce9f8b = L.popup({maxWidth: '300'});

            
                var html_0f5100339664467bbc51fb3571cb1b09 = $('<div id="html_0f5100339664467bbc51fb3571cb1b09" style="width: 100.0%; height: 100.0%;">Humewood-Cedarvale, York</div>')[0];
                popup_c94a871916ba49d798c40bd388ce9f8b.setContent(html_0f5100339664467bbc51fb3571cb1b09);
            

            circle_marker_e1a8dbda976542d694e3b4b9a59d89f2.bindPopup(popup_c94a871916ba49d798c40bd388ce9f8b);

            
        
    
            var circle_marker_55449a543d8b4d6a880765608bfe32cd = L.circleMarker(
                [43.6890256,-79.453512],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_97568546aa71471ea180ff987f33f80d = L.popup({maxWidth: '300'});

            
                var html_2e5e21d2f8e140758495d06978c0f224 = $('<div id="html_2e5e21d2f8e140758495d06978c0f224" style="width: 100.0%; height: 100.0%;">Caledonia-Fairbanks, York</div>')[0];
                popup_97568546aa71471ea180ff987f33f80d.setContent(html_2e5e21d2f8e140758495d06978c0f224);
            

            circle_marker_55449a543d8b4d6a880765608bfe32cd.bindPopup(popup_97568546aa71471ea180ff987f33f80d);

            
        
    
            var circle_marker_6abba17ecfa54061a8340c3418e63aab = L.circleMarker(
                [43.669542,-79.4225637],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_43c0f9ca7a834698bf09f66994103a2c = L.popup({maxWidth: '300'});

            
                var html_1ce98f24b6db4c8e96560a1ec8b5944c = $('<div id="html_1ce98f24b6db4c8e96560a1ec8b5944c" style="width: 100.0%; height: 100.0%;">Christie, Downtown Toronto</div>')[0];
                popup_43c0f9ca7a834698bf09f66994103a2c.setContent(html_1ce98f24b6db4c8e96560a1ec8b5944c);
            

            circle_marker_6abba17ecfa54061a8340c3418e63aab.bindPopup(popup_43c0f9ca7a834698bf09f66994103a2c);

            
        
    
            var circle_marker_2ebadbe03c00471ca0f3f1d70557edca = L.circleMarker(
                [43.66900510000001,-79.4422593],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ddd40107491f4d6d97f82c93e216d29f = L.popup({maxWidth: '300'});

            
                var html_d0ffbc393cfa4e55a66711ba1a6c0baf = $('<div id="html_d0ffbc393cfa4e55a66711ba1a6c0baf" style="width: 100.0%; height: 100.0%;">Dufferin, Dovercourt Village, West Toronto</div>')[0];
                popup_ddd40107491f4d6d97f82c93e216d29f.setContent(html_d0ffbc393cfa4e55a66711ba1a6c0baf);
            

            circle_marker_2ebadbe03c00471ca0f3f1d70557edca.bindPopup(popup_ddd40107491f4d6d97f82c93e216d29f);

            
        
    
            var circle_marker_0a0dccb50c724136bd6c74e82c1e5a67 = L.circleMarker(
                [43.647926700000006,-79.4197497],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ff1ef60078454d67a7c5715db3cee39a = L.popup({maxWidth: '300'});

            
                var html_70a2755ef4294cbe801e8a72805c3f09 = $('<div id="html_70a2755ef4294cbe801e8a72805c3f09" style="width: 100.0%; height: 100.0%;">Little Portugal, Trinity, West Toronto</div>')[0];
                popup_ff1ef60078454d67a7c5715db3cee39a.setContent(html_70a2755ef4294cbe801e8a72805c3f09);
            

            circle_marker_0a0dccb50c724136bd6c74e82c1e5a67.bindPopup(popup_ff1ef60078454d67a7c5715db3cee39a);

            
        
    
            var circle_marker_f6ed1a4d1a1f46c68710751d45185003 = L.circleMarker(
                [43.6368472,-79.42819140000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_926bce9a0f4840488ad4fd34352d399a = L.popup({maxWidth: '300'});

            
                var html_76ef9a5c3d9344cb8ea906e89125a17e = $('<div id="html_76ef9a5c3d9344cb8ea906e89125a17e" style="width: 100.0%; height: 100.0%;">Brockton, Parkdale Village, Exhibition Place, West Toronto</div>')[0];
                popup_926bce9a0f4840488ad4fd34352d399a.setContent(html_76ef9a5c3d9344cb8ea906e89125a17e);
            

            circle_marker_f6ed1a4d1a1f46c68710751d45185003.bindPopup(popup_926bce9a0f4840488ad4fd34352d399a);

            
        
    
            var circle_marker_a1b57e3faf774cf2ab853a998326ca00 = L.circleMarker(
                [43.713756200000006,-79.4900738],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_eaa0cfc81e364bd4b89c7ee76f7124c1 = L.popup({maxWidth: '300'});

            
                var html_dcbacac9b85c4d7690a8b144699ab08f = $('<div id="html_dcbacac9b85c4d7690a8b144699ab08f" style="width: 100.0%; height: 100.0%;">North Park, Maple Leaf Park, Upwood Park, North York</div>')[0];
                popup_eaa0cfc81e364bd4b89c7ee76f7124c1.setContent(html_dcbacac9b85c4d7690a8b144699ab08f);
            

            circle_marker_a1b57e3faf774cf2ab853a998326ca00.bindPopup(popup_eaa0cfc81e364bd4b89c7ee76f7124c1);

            
        
    
            var circle_marker_bfc04aab5a5f4341aa3d789401bf766c = L.circleMarker(
                [43.6911158,-79.47601329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_daab875bdb8b48cb822339488ad7b62c = L.popup({maxWidth: '300'});

            
                var html_e6ddd22ec4274bfe961269daa4bcd5ca = $('<div id="html_e6ddd22ec4274bfe961269daa4bcd5ca" style="width: 100.0%; height: 100.0%;">Del Ray, Mount Dennis, Keelsdale and Silverthorn, York</div>')[0];
                popup_daab875bdb8b48cb822339488ad7b62c.setContent(html_e6ddd22ec4274bfe961269daa4bcd5ca);
            

            circle_marker_bfc04aab5a5f4341aa3d789401bf766c.bindPopup(popup_daab875bdb8b48cb822339488ad7b62c);

            
        
    
            var circle_marker_cda2cee4a21448ceac8e21cf1a366448 = L.circleMarker(
                [43.67318529999999,-79.48726190000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_2226d56463e640eebf99e906667f4af4 = L.popup({maxWidth: '300'});

            
                var html_4e7a3676f3e845e1bd3300288d037a2f = $('<div id="html_4e7a3676f3e845e1bd3300288d037a2f" style="width: 100.0%; height: 100.0%;">Runnymede, The Junction North, York</div>')[0];
                popup_2226d56463e640eebf99e906667f4af4.setContent(html_4e7a3676f3e845e1bd3300288d037a2f);
            

            circle_marker_cda2cee4a21448ceac8e21cf1a366448.bindPopup(popup_2226d56463e640eebf99e906667f4af4);

            
        
    
            var circle_marker_bac84624c1734cb1859596f81a97b54d = L.circleMarker(
                [43.6616083,-79.46476329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_5236526afeb143dfa929803689cbf3a8 = L.popup({maxWidth: '300'});

            
                var html_020df0074b4e47a6a651566c6d3cffcb = $('<div id="html_020df0074b4e47a6a651566c6d3cffcb" style="width: 100.0%; height: 100.0%;">High Park, The Junction South, West Toronto</div>')[0];
                popup_5236526afeb143dfa929803689cbf3a8.setContent(html_020df0074b4e47a6a651566c6d3cffcb);
            

            circle_marker_bac84624c1734cb1859596f81a97b54d.bindPopup(popup_5236526afeb143dfa929803689cbf3a8);

            
        
    
            var circle_marker_aab98130ebe742688c5306ea408d6314 = L.circleMarker(
                [43.6489597,-79.456325],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_17f488299f69463f9bae544f48a3863e = L.popup({maxWidth: '300'});

            
                var html_00e95275868b421bb49496f801f03474 = $('<div id="html_00e95275868b421bb49496f801f03474" style="width: 100.0%; height: 100.0%;">Parkdale, Roncesvalles, West Toronto</div>')[0];
                popup_17f488299f69463f9bae544f48a3863e.setContent(html_00e95275868b421bb49496f801f03474);
            

            circle_marker_aab98130ebe742688c5306ea408d6314.bindPopup(popup_17f488299f69463f9bae544f48a3863e);

            
        
    
            var circle_marker_d2588f7872994cdc8a51c0580a22166c = L.circleMarker(
                [43.6515706,-79.4844499],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_9ab9f039db054a209798295898deca3f = L.popup({maxWidth: '300'});

            
                var html_52473052b8484db5a3071504d5fbcbcd = $('<div id="html_52473052b8484db5a3071504d5fbcbcd" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea, West Toronto</div>')[0];
                popup_9ab9f039db054a209798295898deca3f.setContent(html_52473052b8484db5a3071504d5fbcbcd);
            

            circle_marker_d2588f7872994cdc8a51c0580a22166c.bindPopup(popup_9ab9f039db054a209798295898deca3f);

            
        
    
            var circle_marker_e8a604716743458eaf1213e25ec08f6e = L.circleMarker(
                [43.6623015,-79.3894938],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ab73eeb2c51147c8884fdd6e41e77611 = L.popup({maxWidth: '300'});

            
                var html_0268c9094ddf46e9be0ab57efaad2bfd = $('<div id="html_0268c9094ddf46e9be0ab57efaad2bfd" style="width: 100.0%; height: 100.0%;">Queen&#39;s Park, Ontario Provincial Government, Downtown Toronto</div>')[0];
                popup_ab73eeb2c51147c8884fdd6e41e77611.setContent(html_0268c9094ddf46e9be0ab57efaad2bfd);
            

            circle_marker_e8a604716743458eaf1213e25ec08f6e.bindPopup(popup_ab73eeb2c51147c8884fdd6e41e77611);

            
        
    
            var circle_marker_e625f00307564ff0a986fad900053710 = L.circleMarker(
                [43.6369656,-79.61581899999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_6fc540ddabd444dd88553c5f490ed7ed = L.popup({maxWidth: '300'});

            
                var html_54b3110682444c48a97c3b93f349d599 = $('<div id="html_54b3110682444c48a97c3b93f349d599" style="width: 100.0%; height: 100.0%;">Canada Post Gateway Processing Centre, Mississauga</div>')[0];
                popup_6fc540ddabd444dd88553c5f490ed7ed.setContent(html_54b3110682444c48a97c3b93f349d599);
            

            circle_marker_e625f00307564ff0a986fad900053710.bindPopup(popup_6fc540ddabd444dd88553c5f490ed7ed);

            
        
    
            var circle_marker_745ed1705f0c4032894c2a6be1c57a3b = L.circleMarker(
                [43.6627439,-79.321558],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_2b3d7be15b4a4f2aa30affa3f2c20402 = L.popup({maxWidth: '300'});

            
                var html_2cfa95a0382d44dcbbc354e65b13928c = $('<div id="html_2cfa95a0382d44dcbbc354e65b13928c" style="width: 100.0%; height: 100.0%;">Business reply mail Processing Centre, South Central Letter Processing Plant Toronto, East Toronto</div>')[0];
                popup_2b3d7be15b4a4f2aa30affa3f2c20402.setContent(html_2cfa95a0382d44dcbbc354e65b13928c);
            

            circle_marker_745ed1705f0c4032894c2a6be1c57a3b.bindPopup(popup_2b3d7be15b4a4f2aa30affa3f2c20402);

            
        
    
            var circle_marker_d8deff2270e24ca49e5d0613bebbc64b = L.circleMarker(
                [43.6056466,-79.50132070000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_9c3651d8be44470987fb9f1cd3f0237c = L.popup({maxWidth: '300'});

            
                var html_dffd038fc992421687c90d0b0d261a11 = $('<div id="html_dffd038fc992421687c90d0b0d261a11" style="width: 100.0%; height: 100.0%;">New Toronto, Mimico South, Humber Bay Shores, Etobicoke</div>')[0];
                popup_9c3651d8be44470987fb9f1cd3f0237c.setContent(html_dffd038fc992421687c90d0b0d261a11);
            

            circle_marker_d8deff2270e24ca49e5d0613bebbc64b.bindPopup(popup_9c3651d8be44470987fb9f1cd3f0237c);

            
        
    
            var circle_marker_44c5d7ead8724c3aa0fd5926344763ba = L.circleMarker(
                [43.60241370000001,-79.54348409999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_59fb1f5ab9ed401fa52cb85e4ae23f49 = L.popup({maxWidth: '300'});

            
                var html_65cf6a578a2d4fceb4aafd26d06b8cf6 = $('<div id="html_65cf6a578a2d4fceb4aafd26d06b8cf6" style="width: 100.0%; height: 100.0%;">Alderwood, Long Branch, Etobicoke</div>')[0];
                popup_59fb1f5ab9ed401fa52cb85e4ae23f49.setContent(html_65cf6a578a2d4fceb4aafd26d06b8cf6);
            

            circle_marker_44c5d7ead8724c3aa0fd5926344763ba.bindPopup(popup_59fb1f5ab9ed401fa52cb85e4ae23f49);

            
        
    
            var circle_marker_423d45d24bed4fc896fe5e4c820038ad = L.circleMarker(
                [43.653653600000005,-79.5069436],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_5a9a1c5204df4d479741939b4b210b25 = L.popup({maxWidth: '300'});

            
                var html_3e604c7d55f94012830548b98d9cb1de = $('<div id="html_3e604c7d55f94012830548b98d9cb1de" style="width: 100.0%; height: 100.0%;">The Kingsway, Montgomery Road, Old Mill North, Etobicoke</div>')[0];
                popup_5a9a1c5204df4d479741939b4b210b25.setContent(html_3e604c7d55f94012830548b98d9cb1de);
            

            circle_marker_423d45d24bed4fc896fe5e4c820038ad.bindPopup(popup_5a9a1c5204df4d479741939b4b210b25);

            
        
    
            var circle_marker_faff8b16126043e78271db986a7d65b1 = L.circleMarker(
                [43.6362579,-79.49850909999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_1fc49e17f36f4a92bddd38dce9ae097b = L.popup({maxWidth: '300'});

            
                var html_848fefd0fd6748fcb09db2bc8e528210 = $('<div id="html_848fefd0fd6748fcb09db2bc8e528210" style="width: 100.0%; height: 100.0%;">Old Mill South, King&#39;s Mill Park, Sunnylea, Humber Bay, Mimico NE, The Queensway East, Royal York South East, Kingsway Park South East, Etobicoke</div>')[0];
                popup_1fc49e17f36f4a92bddd38dce9ae097b.setContent(html_848fefd0fd6748fcb09db2bc8e528210);
            

            circle_marker_faff8b16126043e78271db986a7d65b1.bindPopup(popup_1fc49e17f36f4a92bddd38dce9ae097b);

            
        
    
            var circle_marker_4c3c3908f442424d951c8b73fc43f060 = L.circleMarker(
                [43.6288408,-79.52099940000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_ffa2265bd9ac4a9eb8d15ff460e71150 = L.popup({maxWidth: '300'});

            
                var html_d8a3688103c64941b259db68d4a9925b = $('<div id="html_d8a3688103c64941b259db68d4a9925b" style="width: 100.0%; height: 100.0%;">Mimico NW, The Queensway West, South of Bloor, Kingsway Park South West, Royal York South West, Etobicoke</div>')[0];
                popup_ffa2265bd9ac4a9eb8d15ff460e71150.setContent(html_d8a3688103c64941b259db68d4a9925b);
            

            circle_marker_4c3c3908f442424d951c8b73fc43f060.bindPopup(popup_ffa2265bd9ac4a9eb8d15ff460e71150);

            
        
    
            var circle_marker_cbe00d5ee4b6432fbf6cd4f375628fa8 = L.circleMarker(
                [43.6678556,-79.53224240000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_6c46e7e38b8946cc880336afc9b61275 = L.popup({maxWidth: '300'});

            
                var html_cc54cc83ae1a4a948d19a2381855969c = $('<div id="html_cc54cc83ae1a4a948d19a2381855969c" style="width: 100.0%; height: 100.0%;">Islington Avenue, Humber Valley Village, Etobicoke</div>')[0];
                popup_6c46e7e38b8946cc880336afc9b61275.setContent(html_cc54cc83ae1a4a948d19a2381855969c);
            

            circle_marker_cbe00d5ee4b6432fbf6cd4f375628fa8.bindPopup(popup_6c46e7e38b8946cc880336afc9b61275);

            
        
    
            var circle_marker_023ee5e607e54f0ea4978ac2fab8989b = L.circleMarker(
                [43.6509432,-79.55472440000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_c1a86e99697a4db49cbb3f1d33ac6fa0 = L.popup({maxWidth: '300'});

            
                var html_fc4f1d7862cb4b6d8ae55c27e7a0b33b = $('<div id="html_fc4f1d7862cb4b6d8ae55c27e7a0b33b" style="width: 100.0%; height: 100.0%;">West Deane Park, Princess Gardens, Martin Grove, Islington, Cloverdale, Etobicoke</div>')[0];
                popup_c1a86e99697a4db49cbb3f1d33ac6fa0.setContent(html_fc4f1d7862cb4b6d8ae55c27e7a0b33b);
            

            circle_marker_023ee5e607e54f0ea4978ac2fab8989b.bindPopup(popup_c1a86e99697a4db49cbb3f1d33ac6fa0);

            
        
    
            var circle_marker_3c2343965e46477c800f57e4f27abe83 = L.circleMarker(
                [43.6435152,-79.57720079999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_1450ee781494435aa152720b8804e691 = L.popup({maxWidth: '300'});

            
                var html_fbe3780746ab4366bb497036bb028884 = $('<div id="html_fbe3780746ab4366bb497036bb028884" style="width: 100.0%; height: 100.0%;">Eringate, Bloordale Gardens, Old Burnhamthorpe, Markland Wood, Etobicoke</div>')[0];
                popup_1450ee781494435aa152720b8804e691.setContent(html_fbe3780746ab4366bb497036bb028884);
            

            circle_marker_3c2343965e46477c800f57e4f27abe83.bindPopup(popup_1450ee781494435aa152720b8804e691);

            
        
    
            var circle_marker_667b80974e434aedbb44d75adec0ef90 = L.circleMarker(
                [43.7563033,-79.56596329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_718fbe65839346fabdd24368faf07f22 = L.popup({maxWidth: '300'});

            
                var html_6c1d91310941402b9794eb66c19e105e = $('<div id="html_6c1d91310941402b9794eb66c19e105e" style="width: 100.0%; height: 100.0%;">Humber Summit, North York</div>')[0];
                popup_718fbe65839346fabdd24368faf07f22.setContent(html_6c1d91310941402b9794eb66c19e105e);
            

            circle_marker_667b80974e434aedbb44d75adec0ef90.bindPopup(popup_718fbe65839346fabdd24368faf07f22);

            
        
    
            var circle_marker_6f10f9abac844ba7856d6dd5dbe622bc = L.circleMarker(
                [43.7247659,-79.53224240000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_aaa9fc5f96064718ac175446ede2b4ac = L.popup({maxWidth: '300'});

            
                var html_580ee6c9838f49cdbefa34810b394e61 = $('<div id="html_580ee6c9838f49cdbefa34810b394e61" style="width: 100.0%; height: 100.0%;">Humberlea, Emery, North York</div>')[0];
                popup_aaa9fc5f96064718ac175446ede2b4ac.setContent(html_580ee6c9838f49cdbefa34810b394e61);
            

            circle_marker_6f10f9abac844ba7856d6dd5dbe622bc.bindPopup(popup_aaa9fc5f96064718ac175446ede2b4ac);

            
        
    
            var circle_marker_9c7f6fad380749838c2e13ebda5227af = L.circleMarker(
                [43.706876,-79.51818840000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_d68775cf8f3f42cc888d50018aa9fe5e = L.popup({maxWidth: '300'});

            
                var html_8b4897d59cce4bc5bf6d8c7131daa086 = $('<div id="html_8b4897d59cce4bc5bf6d8c7131daa086" style="width: 100.0%; height: 100.0%;">Weston, York</div>')[0];
                popup_d68775cf8f3f42cc888d50018aa9fe5e.setContent(html_8b4897d59cce4bc5bf6d8c7131daa086);
            

            circle_marker_9c7f6fad380749838c2e13ebda5227af.bindPopup(popup_d68775cf8f3f42cc888d50018aa9fe5e);

            
        
    
            var circle_marker_887c141d705d4d38a9473f04c750f613 = L.circleMarker(
                [43.696319,-79.53224240000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_86e32b73b23940ae8990994ebc36c2c7 = L.popup({maxWidth: '300'});

            
                var html_8a53094a33cd48d1adb9f69b982b79a6 = $('<div id="html_8a53094a33cd48d1adb9f69b982b79a6" style="width: 100.0%; height: 100.0%;">Westmount, Etobicoke</div>')[0];
                popup_86e32b73b23940ae8990994ebc36c2c7.setContent(html_8a53094a33cd48d1adb9f69b982b79a6);
            

            circle_marker_887c141d705d4d38a9473f04c750f613.bindPopup(popup_86e32b73b23940ae8990994ebc36c2c7);

            
        
    
            var circle_marker_fbec6f61072c4f2389816a91846820de = L.circleMarker(
                [43.6889054,-79.55472440000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_9d02789db21e4ab7a6341680116f2c0d = L.popup({maxWidth: '300'});

            
                var html_8e479fd99dd64a84b9fa9b1b20d83879 = $('<div id="html_8e479fd99dd64a84b9fa9b1b20d83879" style="width: 100.0%; height: 100.0%;">Kingsview Village, St. Phillips, Martin Grove Gardens, Richview Gardens, Etobicoke</div>')[0];
                popup_9d02789db21e4ab7a6341680116f2c0d.setContent(html_8e479fd99dd64a84b9fa9b1b20d83879);
            

            circle_marker_fbec6f61072c4f2389816a91846820de.bindPopup(popup_9d02789db21e4ab7a6341680116f2c0d);

            
        
    
            var circle_marker_7a999d658daf4a60863b73eab18d0582 = L.circleMarker(
                [43.739416399999996,-79.5884369],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_2e6bb8cf4e1447f489c2ad66ef13a083 = L.popup({maxWidth: '300'});

            
                var html_bfdedecfc6724a92a15c5560b9efde2d = $('<div id="html_bfdedecfc6724a92a15c5560b9efde2d" style="width: 100.0%; height: 100.0%;">South Steeles, Silverstone, Humbergate, Jamestown, Mount Olive, Beaumond Heights, Thistletown, Albion Gardens, Etobicoke</div>')[0];
                popup_2e6bb8cf4e1447f489c2ad66ef13a083.setContent(html_bfdedecfc6724a92a15c5560b9efde2d);
            

            circle_marker_7a999d658daf4a60863b73eab18d0582.bindPopup(popup_2e6bb8cf4e1447f489c2ad66ef13a083);

            
        
    
            var circle_marker_1df6ac46644c4fb4ae19a0270abdf6da = L.circleMarker(
                [43.706748299999994,-79.5940544],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_d44f7bb95932432582b2a9dbd26729dd);
            
    
            var popup_dd1d1fb451b14146882dd15f3317d961 = L.popup({maxWidth: '300'});

            
                var html_aec04dfb61a74dd19a5a23471b73fe4e = $('<div id="html_aec04dfb61a74dd19a5a23471b73fe4e" style="width: 100.0%; height: 100.0%;">Northwest, West Humber - Clairville, Etobicoke</div>')[0];
                popup_dd1d1fb451b14146882dd15f3317d961.setContent(html_aec04dfb61a74dd19a5a23471b73fe4e);
            

            circle_marker_1df6ac46644c4fb4ae19a0270abdf6da.bindPopup(popup_dd1d1fb451b14146882dd15f3317d961);

            
        
</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 0x7f9c276d6d68>"
                    },
                    "execution_count": 24,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "map_toronto = folium.Map(location=[latitude, longitude], zoom_start=10)\n\n\nfor lat, lng, borough, neighborhood in zip(df_tor['Latitude'], df_tor['Longitude'], df_tor['Borough'], df_tor['Neighbourhood']):\n    label = '{}, {}'.format(neighborhood, borough)\n    label = folium.Popup(label, parse_html=True)\n    folium.CircleMarker(\n        [lat, lng],\n        radius=3,\n        popup=label,\n        color='green',\n        fill=True,\n        fill_color='#3199cc',\n        fill_opacity=0.3,\n        parse_html=False).add_to(map_toronto)  \n    \nmap_toronto"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Explore Toronto Neighbourhoods\nDefine Foursquare Credentials and Version"
        },
        {
            "cell_type": "code",
            "execution_count": 25,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": "Your credentails:\nCLIENT_ID: QAY4LN0B3HOKBULRYYX4HVADGZD4O54HPV2SSHV5ZBP2QQ3G\nCLIENT_SECRET:04YIKSGEXB5GGAT2CDYDYE2H1RTQWYXB5AEKNVXAJECMHADW\n"
                }
            ],
            "source": "# The code was removed by Watson Studio for sharing."
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Select only Toronto Neighbourhoods"
        },
        {
            "cell_type": "code",
            "execution_count": 26,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Borough</th>\n      <th>Neighbourhood</th>\n      <th>Postcode</th>\n      <th>Latitude</th>\n      <th>Longitude</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>East Toronto</td>\n      <td>The Beaches</td>\n      <td>M4E</td>\n      <td>43.676357</td>\n      <td>-79.293031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>East Toronto</td>\n      <td>The Danforth West, Riverdale</td>\n      <td>M4K</td>\n      <td>43.679557</td>\n      <td>-79.352188</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>East Toronto</td>\n      <td>India Bazaar, The Beaches West</td>\n      <td>M4L</td>\n      <td>43.668999</td>\n      <td>-79.315572</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>East Toronto</td>\n      <td>Studio District</td>\n      <td>M4M</td>\n      <td>43.659526</td>\n      <td>-79.340923</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>Central Toronto</td>\n      <td>Lawrence Park</td>\n      <td>M4N</td>\n      <td>43.728020</td>\n      <td>-79.388790</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>Central Toronto</td>\n      <td>Davisville North</td>\n      <td>M4P</td>\n      <td>43.712751</td>\n      <td>-79.390197</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>Central Toronto</td>\n      <td>North Toronto West,  Lawrence Park</td>\n      <td>M4R</td>\n      <td>43.715383</td>\n      <td>-79.405678</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>Central Toronto</td>\n      <td>Davisville</td>\n      <td>M4S</td>\n      <td>43.704324</td>\n      <td>-79.388790</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>Central Toronto</td>\n      <td>Moore Park, Summerhill East</td>\n      <td>M4T</td>\n      <td>43.689574</td>\n      <td>-79.383160</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>Central Toronto</td>\n      <td>Summerhill West, Rathnelly, South Hill, Forest...</td>\n      <td>M4V</td>\n      <td>43.686412</td>\n      <td>-79.400049</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>Downtown Toronto</td>\n      <td>Rosedale</td>\n      <td>M4W</td>\n      <td>43.679563</td>\n      <td>-79.377529</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>Downtown Toronto</td>\n      <td>St. James Town, Cabbagetown</td>\n      <td>M4X</td>\n      <td>43.667967</td>\n      <td>-79.367675</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>Downtown Toronto</td>\n      <td>Church and Wellesley</td>\n      <td>M4Y</td>\n      <td>43.665860</td>\n      <td>-79.383160</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>Downtown Toronto</td>\n      <td>Regent Park, Harbourfront</td>\n      <td>M5A</td>\n      <td>43.654260</td>\n      <td>-79.360636</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>Downtown Toronto</td>\n      <td>Garden District, Ryerson</td>\n      <td>M5B</td>\n      <td>43.657162</td>\n      <td>-79.378937</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>Downtown Toronto</td>\n      <td>St. James Town</td>\n      <td>M5C</td>\n      <td>43.651494</td>\n      <td>-79.375418</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>Downtown Toronto</td>\n      <td>Berczy Park</td>\n      <td>M5E</td>\n      <td>43.644771</td>\n      <td>-79.373306</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>Downtown Toronto</td>\n      <td>Central Bay Street</td>\n      <td>M5G</td>\n      <td>43.657952</td>\n      <td>-79.387383</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>Downtown Toronto</td>\n      <td>Richmond, Adelaide, King</td>\n      <td>M5H</td>\n      <td>43.650571</td>\n      <td>-79.384568</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>Downtown Toronto</td>\n      <td>Harbourfront East, Union Station, Toronto Islands</td>\n      <td>M5J</td>\n      <td>43.640816</td>\n      <td>-79.381752</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>Downtown Toronto</td>\n      <td>Toronto Dominion Centre, Design Exchange</td>\n      <td>M5K</td>\n      <td>43.647177</td>\n      <td>-79.381576</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>Downtown Toronto</td>\n      <td>Commerce Court, Victoria Hotel</td>\n      <td>M5L</td>\n      <td>43.648198</td>\n      <td>-79.379817</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>Central Toronto</td>\n      <td>Roselawn</td>\n      <td>M5N</td>\n      <td>43.711695</td>\n      <td>-79.416936</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>Central Toronto</td>\n      <td>Forest Hill North &amp; West, Forest Hill Road Park</td>\n      <td>M5P</td>\n      <td>43.696948</td>\n      <td>-79.411307</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>Central Toronto</td>\n      <td>The Annex, North Midtown, Yorkville</td>\n      <td>M5R</td>\n      <td>43.672710</td>\n      <td>-79.405678</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>Downtown Toronto</td>\n      <td>University of Toronto, Harbord</td>\n      <td>M5S</td>\n      <td>43.662696</td>\n      <td>-79.400049</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>Downtown Toronto</td>\n      <td>Kensington Market, Chinatown, Grange Park</td>\n      <td>M5T</td>\n      <td>43.653206</td>\n      <td>-79.400049</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>Downtown Toronto</td>\n      <td>CN Tower, King and Spadina, Railway Lands, Har...</td>\n      <td>M5V</td>\n      <td>43.628947</td>\n      <td>-79.394420</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>Downtown Toronto</td>\n      <td>Stn A PO Boxes</td>\n      <td>M5W</td>\n      <td>43.646435</td>\n      <td>-79.374846</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>Downtown Toronto</td>\n      <td>First Canadian Place, Underground city</td>\n      <td>M5X</td>\n      <td>43.648429</td>\n      <td>-79.382280</td>\n    </tr>\n    <tr>\n      <th>30</th>\n      <td>Downtown Toronto</td>\n      <td>Christie</td>\n      <td>M6G</td>\n      <td>43.669542</td>\n      <td>-79.422564</td>\n    </tr>\n    <tr>\n      <th>31</th>\n      <td>West Toronto</td>\n      <td>Dufferin, Dovercourt Village</td>\n      <td>M6H</td>\n      <td>43.669005</td>\n      <td>-79.442259</td>\n    </tr>\n    <tr>\n      <th>32</th>\n      <td>West Toronto</td>\n      <td>Little Portugal, Trinity</td>\n      <td>M6J</td>\n      <td>43.647927</td>\n      <td>-79.419750</td>\n    </tr>\n    <tr>\n      <th>33</th>\n      <td>West Toronto</td>\n      <td>Brockton, Parkdale Village, Exhibition Place</td>\n      <td>M6K</td>\n      <td>43.636847</td>\n      <td>-79.428191</td>\n    </tr>\n    <tr>\n      <th>34</th>\n      <td>West Toronto</td>\n      <td>High Park, The Junction South</td>\n      <td>M6P</td>\n      <td>43.661608</td>\n      <td>-79.464763</td>\n    </tr>\n    <tr>\n      <th>35</th>\n      <td>West Toronto</td>\n      <td>Parkdale, Roncesvalles</td>\n      <td>M6R</td>\n      <td>43.648960</td>\n      <td>-79.456325</td>\n    </tr>\n    <tr>\n      <th>36</th>\n      <td>West Toronto</td>\n      <td>Runnymede, Swansea</td>\n      <td>M6S</td>\n      <td>43.651571</td>\n      <td>-79.484450</td>\n    </tr>\n    <tr>\n      <th>37</th>\n      <td>Downtown Toronto</td>\n      <td>Queen's Park, Ontario Provincial Government</td>\n      <td>M7A</td>\n      <td>43.662301</td>\n      <td>-79.389494</td>\n    </tr>\n    <tr>\n      <th>38</th>\n      <td>East Toronto</td>\n      <td>Business reply mail Processing Centre, South C...</td>\n      <td>M7Y</td>\n      <td>43.662744</td>\n      <td>-79.321558</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "             Borough                                      Neighbourhood  \\\n0       East Toronto                                        The Beaches   \n1       East Toronto                       The Danforth West, Riverdale   \n2       East Toronto                     India Bazaar, The Beaches West   \n3       East Toronto                                    Studio District   \n4    Central Toronto                                      Lawrence Park   \n5    Central Toronto                                   Davisville North   \n6    Central Toronto                 North Toronto West,  Lawrence Park   \n7    Central Toronto                                         Davisville   \n8    Central Toronto                        Moore Park, Summerhill East   \n9    Central Toronto  Summerhill West, Rathnelly, South Hill, Forest...   \n10  Downtown Toronto                                           Rosedale   \n11  Downtown Toronto                        St. James Town, Cabbagetown   \n12  Downtown Toronto                               Church and Wellesley   \n13  Downtown Toronto                          Regent Park, Harbourfront   \n14  Downtown Toronto                           Garden District, Ryerson   \n15  Downtown Toronto                                     St. James Town   \n16  Downtown Toronto                                        Berczy Park   \n17  Downtown Toronto                                 Central Bay Street   \n18  Downtown Toronto                           Richmond, Adelaide, King   \n19  Downtown Toronto  Harbourfront East, Union Station, Toronto Islands   \n20  Downtown Toronto           Toronto Dominion Centre, Design Exchange   \n21  Downtown Toronto                     Commerce Court, Victoria Hotel   \n22   Central Toronto                                           Roselawn   \n23   Central Toronto    Forest Hill North & West, Forest Hill Road Park   \n24   Central Toronto                The Annex, North Midtown, Yorkville   \n25  Downtown Toronto                     University of Toronto, Harbord   \n26  Downtown Toronto          Kensington Market, Chinatown, Grange Park   \n27  Downtown Toronto  CN Tower, King and Spadina, Railway Lands, Har...   \n28  Downtown Toronto                                     Stn A PO Boxes   \n29  Downtown Toronto             First Canadian Place, Underground city   \n30  Downtown Toronto                                           Christie   \n31      West Toronto                       Dufferin, Dovercourt Village   \n32      West Toronto                           Little Portugal, Trinity   \n33      West Toronto       Brockton, Parkdale Village, Exhibition Place   \n34      West Toronto                      High Park, The Junction South   \n35      West Toronto                             Parkdale, Roncesvalles   \n36      West Toronto                                 Runnymede, Swansea   \n37  Downtown Toronto        Queen's Park, Ontario Provincial Government   \n38      East Toronto  Business reply mail Processing Centre, South C...   \n\n   Postcode   Latitude  Longitude  \n0       M4E  43.676357 -79.293031  \n1       M4K  43.679557 -79.352188  \n2       M4L  43.668999 -79.315572  \n3       M4M  43.659526 -79.340923  \n4       M4N  43.728020 -79.388790  \n5       M4P  43.712751 -79.390197  \n6       M4R  43.715383 -79.405678  \n7       M4S  43.704324 -79.388790  \n8       M4T  43.689574 -79.383160  \n9       M4V  43.686412 -79.400049  \n10      M4W  43.679563 -79.377529  \n11      M4X  43.667967 -79.367675  \n12      M4Y  43.665860 -79.383160  \n13      M5A  43.654260 -79.360636  \n14      M5B  43.657162 -79.378937  \n15      M5C  43.651494 -79.375418  \n16      M5E  43.644771 -79.373306  \n17      M5G  43.657952 -79.387383  \n18      M5H  43.650571 -79.384568  \n19      M5J  43.640816 -79.381752  \n20      M5K  43.647177 -79.381576  \n21      M5L  43.648198 -79.379817  \n22      M5N  43.711695 -79.416936  \n23      M5P  43.696948 -79.411307  \n24      M5R  43.672710 -79.405678  \n25      M5S  43.662696 -79.400049  \n26      M5T  43.653206 -79.400049  \n27      M5V  43.628947 -79.394420  \n28      M5W  43.646435 -79.374846  \n29      M5X  43.648429 -79.382280  \n30      M6G  43.669542 -79.422564  \n31      M6H  43.669005 -79.442259  \n32      M6J  43.647927 -79.419750  \n33      M6K  43.636847 -79.428191  \n34      M6P  43.661608 -79.464763  \n35      M6R  43.648960 -79.456325  \n36      M6S  43.651571 -79.484450  \n37      M7A  43.662301 -79.389494  \n38      M7Y  43.662744 -79.321558  "
                    },
                    "execution_count": 26,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "df_t4 = df_tor[df_tor['Borough'].str.contains('Toronto')]\n\nto_data = df_t4.reset_index(drop=True)\nto_data"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# Map of Toronto Neighbourhoods only"
        },
        {
            "cell_type": "code",
            "execution_count": 27,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe src=\"about:blank\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" data-html=<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    <script>L_PREFER_CANVAS = false; L_NO_TOUCH = false; L_DISABLE_3D = false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawgit.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <style> #map_a74cadf2b1c44921bedfd2b205aa06f4 {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_a74cadf2b1c44921bedfd2b205aa06f4" ></div>
        
</body>
<script>    
    

            
                var bounds = null;
            

            var map_a74cadf2b1c44921bedfd2b205aa06f4 = L.map(
                                  'map_a74cadf2b1c44921bedfd2b205aa06f4',
                                  {center: [43.6534817,-79.3839347],
                                  zoom: 10,
                                  maxBounds: bounds,
                                  layers: [],
                                  worldCopyJump: false,
                                  crs: L.CRS.EPSG3857
                                 });
            
        
    
            var tile_layer_46cb88f417e84df5b60eb3981a0d86d6 = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
  "attribution": null,
  "detectRetina": false,
  "maxZoom": 18,
  "minZoom": 1,
  "noWrap": false,
  "subdomains": "abc"
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
        
    
            var circle_marker_b057f7da3dff4580b7100084c266c1c4 = L.circleMarker(
                [43.67635739999999,-79.2930312],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_43ef5bbd3334464886d3b3a13b82384c = L.popup({maxWidth: '300'});

            
                var html_be7591218de546b393b42d7d0e0c1d7a = $('<div id="html_be7591218de546b393b42d7d0e0c1d7a" style="width: 100.0%; height: 100.0%;">The Beaches, East Toronto</div>')[0];
                popup_43ef5bbd3334464886d3b3a13b82384c.setContent(html_be7591218de546b393b42d7d0e0c1d7a);
            

            circle_marker_b057f7da3dff4580b7100084c266c1c4.bindPopup(popup_43ef5bbd3334464886d3b3a13b82384c);

            
        
    
            var circle_marker_055b5af601e44130991c6e975d1c8c5a = L.circleMarker(
                [43.6795571,-79.352188],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_b0ce8c81237a4a4b8c8e751163d847f8 = L.popup({maxWidth: '300'});

            
                var html_c88accafd0054270ac57928ea7a2b997 = $('<div id="html_c88accafd0054270ac57928ea7a2b997" style="width: 100.0%; height: 100.0%;">The Danforth West, Riverdale, East Toronto</div>')[0];
                popup_b0ce8c81237a4a4b8c8e751163d847f8.setContent(html_c88accafd0054270ac57928ea7a2b997);
            

            circle_marker_055b5af601e44130991c6e975d1c8c5a.bindPopup(popup_b0ce8c81237a4a4b8c8e751163d847f8);

            
        
    
            var circle_marker_65634d095fd54f878bc78997b358c28b = L.circleMarker(
                [43.6689985,-79.31557159999998],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_50c9253226304241ba796c06d0e09186 = L.popup({maxWidth: '300'});

            
                var html_a303af1823174d798c2f93a56ae8f29e = $('<div id="html_a303af1823174d798c2f93a56ae8f29e" style="width: 100.0%; height: 100.0%;">India Bazaar, The Beaches West, East Toronto</div>')[0];
                popup_50c9253226304241ba796c06d0e09186.setContent(html_a303af1823174d798c2f93a56ae8f29e);
            

            circle_marker_65634d095fd54f878bc78997b358c28b.bindPopup(popup_50c9253226304241ba796c06d0e09186);

            
        
    
            var circle_marker_6db2c6b5c6ad4e82926e91ccb5902d4a = L.circleMarker(
                [43.6595255,-79.340923],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_6bbaef609cc442589d5dcf7b4fa6fd24 = L.popup({maxWidth: '300'});

            
                var html_51d1f8e2ae474396a39c60c681713807 = $('<div id="html_51d1f8e2ae474396a39c60c681713807" style="width: 100.0%; height: 100.0%;">Studio District, East Toronto</div>')[0];
                popup_6bbaef609cc442589d5dcf7b4fa6fd24.setContent(html_51d1f8e2ae474396a39c60c681713807);
            

            circle_marker_6db2c6b5c6ad4e82926e91ccb5902d4a.bindPopup(popup_6bbaef609cc442589d5dcf7b4fa6fd24);

            
        
    
            var circle_marker_71d97c4ba37545288bdf73a868d15b02 = L.circleMarker(
                [43.7280205,-79.3887901],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_9286483355aa490cbf6dba87afc48057 = L.popup({maxWidth: '300'});

            
                var html_aa090c54ab66495794a44b56a438d3cb = $('<div id="html_aa090c54ab66495794a44b56a438d3cb" style="width: 100.0%; height: 100.0%;">Lawrence Park, Central Toronto</div>')[0];
                popup_9286483355aa490cbf6dba87afc48057.setContent(html_aa090c54ab66495794a44b56a438d3cb);
            

            circle_marker_71d97c4ba37545288bdf73a868d15b02.bindPopup(popup_9286483355aa490cbf6dba87afc48057);

            
        
    
            var circle_marker_9594320e60fd4408aa528bc7a2162068 = L.circleMarker(
                [43.7127511,-79.3901975],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_d57d8f9a1d914a40bd8c571084d00a12 = L.popup({maxWidth: '300'});

            
                var html_384fbab2cced4d4f88f9f0f2e561cb70 = $('<div id="html_384fbab2cced4d4f88f9f0f2e561cb70" style="width: 100.0%; height: 100.0%;">Davisville North, Central Toronto</div>')[0];
                popup_d57d8f9a1d914a40bd8c571084d00a12.setContent(html_384fbab2cced4d4f88f9f0f2e561cb70);
            

            circle_marker_9594320e60fd4408aa528bc7a2162068.bindPopup(popup_d57d8f9a1d914a40bd8c571084d00a12);

            
        
    
            var circle_marker_92684c62a4c24f7985dd55c28f99d973 = L.circleMarker(
                [43.7153834,-79.40567840000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_d05b6b132e474931ab15b0552f41b795 = L.popup({maxWidth: '300'});

            
                var html_16f15f1faa7b4f9bb59074bc92d3e053 = $('<div id="html_16f15f1faa7b4f9bb59074bc92d3e053" style="width: 100.0%; height: 100.0%;">North Toronto West,  Lawrence Park, Central Toronto</div>')[0];
                popup_d05b6b132e474931ab15b0552f41b795.setContent(html_16f15f1faa7b4f9bb59074bc92d3e053);
            

            circle_marker_92684c62a4c24f7985dd55c28f99d973.bindPopup(popup_d05b6b132e474931ab15b0552f41b795);

            
        
    
            var circle_marker_14e2f2691bd7409b888f5fb0feb81d8f = L.circleMarker(
                [43.7043244,-79.3887901],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_20b15ae5f05e4976a405addc838acf1f = L.popup({maxWidth: '300'});

            
                var html_c502810663064d8db774e40000d8c741 = $('<div id="html_c502810663064d8db774e40000d8c741" style="width: 100.0%; height: 100.0%;">Davisville, Central Toronto</div>')[0];
                popup_20b15ae5f05e4976a405addc838acf1f.setContent(html_c502810663064d8db774e40000d8c741);
            

            circle_marker_14e2f2691bd7409b888f5fb0feb81d8f.bindPopup(popup_20b15ae5f05e4976a405addc838acf1f);

            
        
    
            var circle_marker_b9b446934e324ed99f6b77c5ee4ebb6c = L.circleMarker(
                [43.6895743,-79.38315990000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_a58cc659ec18412b8f6d0aa5137e6731 = L.popup({maxWidth: '300'});

            
                var html_3addb3236bfc4d388f1fee9a3c1a6821 = $('<div id="html_3addb3236bfc4d388f1fee9a3c1a6821" style="width: 100.0%; height: 100.0%;">Moore Park, Summerhill East, Central Toronto</div>')[0];
                popup_a58cc659ec18412b8f6d0aa5137e6731.setContent(html_3addb3236bfc4d388f1fee9a3c1a6821);
            

            circle_marker_b9b446934e324ed99f6b77c5ee4ebb6c.bindPopup(popup_a58cc659ec18412b8f6d0aa5137e6731);

            
        
    
            var circle_marker_c1eabd9265b1449e9505e773c052001d = L.circleMarker(
                [43.68641229999999,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_ffaff966cc6d48789d52b12405958da2 = L.popup({maxWidth: '300'});

            
                var html_0263be1ed7ad4bf3abc28fb061d8214a = $('<div id="html_0263be1ed7ad4bf3abc28fb061d8214a" style="width: 100.0%; height: 100.0%;">Summerhill West, Rathnelly, South Hill, Forest Hill SE, Deer Park, Central Toronto</div>')[0];
                popup_ffaff966cc6d48789d52b12405958da2.setContent(html_0263be1ed7ad4bf3abc28fb061d8214a);
            

            circle_marker_c1eabd9265b1449e9505e773c052001d.bindPopup(popup_ffaff966cc6d48789d52b12405958da2);

            
        
    
            var circle_marker_22a705bcc31c40f6b5502c0d13446329 = L.circleMarker(
                [43.6795626,-79.37752940000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_452d6d250fe147c296c0afdb78e1dfaf = L.popup({maxWidth: '300'});

            
                var html_071a918dd64c46d18b46089d30cc033c = $('<div id="html_071a918dd64c46d18b46089d30cc033c" style="width: 100.0%; height: 100.0%;">Rosedale, Downtown Toronto</div>')[0];
                popup_452d6d250fe147c296c0afdb78e1dfaf.setContent(html_071a918dd64c46d18b46089d30cc033c);
            

            circle_marker_22a705bcc31c40f6b5502c0d13446329.bindPopup(popup_452d6d250fe147c296c0afdb78e1dfaf);

            
        
    
            var circle_marker_24087ad0649d473bb26b20e99a8bc0b6 = L.circleMarker(
                [43.667967,-79.3676753],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_a117cc3d43b24297afeb923955cbbc17 = L.popup({maxWidth: '300'});

            
                var html_ce9f94afa8be47959d8c9613de5b168b = $('<div id="html_ce9f94afa8be47959d8c9613de5b168b" style="width: 100.0%; height: 100.0%;">St. James Town, Cabbagetown, Downtown Toronto</div>')[0];
                popup_a117cc3d43b24297afeb923955cbbc17.setContent(html_ce9f94afa8be47959d8c9613de5b168b);
            

            circle_marker_24087ad0649d473bb26b20e99a8bc0b6.bindPopup(popup_a117cc3d43b24297afeb923955cbbc17);

            
        
    
            var circle_marker_530940c8b0ef4640a0d800b95c501bc5 = L.circleMarker(
                [43.6658599,-79.38315990000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_2bf2c616f7a542af8092c68a2a889618 = L.popup({maxWidth: '300'});

            
                var html_d10fefd7ffa4441c8b966793d225c82e = $('<div id="html_d10fefd7ffa4441c8b966793d225c82e" style="width: 100.0%; height: 100.0%;">Church and Wellesley, Downtown Toronto</div>')[0];
                popup_2bf2c616f7a542af8092c68a2a889618.setContent(html_d10fefd7ffa4441c8b966793d225c82e);
            

            circle_marker_530940c8b0ef4640a0d800b95c501bc5.bindPopup(popup_2bf2c616f7a542af8092c68a2a889618);

            
        
    
            var circle_marker_2f4e182a6b154ae084f191236aa0f571 = L.circleMarker(
                [43.6542599,-79.3606359],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_879aa01b49ae4ceabceb4076d2edecf5 = L.popup({maxWidth: '300'});

            
                var html_4e8b10277c024da48a4b4a2ee3e06648 = $('<div id="html_4e8b10277c024da48a4b4a2ee3e06648" style="width: 100.0%; height: 100.0%;">Regent Park, Harbourfront, Downtown Toronto</div>')[0];
                popup_879aa01b49ae4ceabceb4076d2edecf5.setContent(html_4e8b10277c024da48a4b4a2ee3e06648);
            

            circle_marker_2f4e182a6b154ae084f191236aa0f571.bindPopup(popup_879aa01b49ae4ceabceb4076d2edecf5);

            
        
    
            var circle_marker_ec8d29dd322d49e59781005936d139d9 = L.circleMarker(
                [43.6571618,-79.37893709999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_17336abb43b348a692d0edb6fdac05ab = L.popup({maxWidth: '300'});

            
                var html_e176d2c07a644a739cdf688b0589329d = $('<div id="html_e176d2c07a644a739cdf688b0589329d" style="width: 100.0%; height: 100.0%;">Garden District, Ryerson, Downtown Toronto</div>')[0];
                popup_17336abb43b348a692d0edb6fdac05ab.setContent(html_e176d2c07a644a739cdf688b0589329d);
            

            circle_marker_ec8d29dd322d49e59781005936d139d9.bindPopup(popup_17336abb43b348a692d0edb6fdac05ab);

            
        
    
            var circle_marker_1b43813fecb74e49a33d4fb27fcadfd0 = L.circleMarker(
                [43.6514939,-79.3754179],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_20135bff20f24b8cbaabe8cb87791063 = L.popup({maxWidth: '300'});

            
                var html_606bb26e42de435fa1fa36cf63241215 = $('<div id="html_606bb26e42de435fa1fa36cf63241215" style="width: 100.0%; height: 100.0%;">St. James Town, Downtown Toronto</div>')[0];
                popup_20135bff20f24b8cbaabe8cb87791063.setContent(html_606bb26e42de435fa1fa36cf63241215);
            

            circle_marker_1b43813fecb74e49a33d4fb27fcadfd0.bindPopup(popup_20135bff20f24b8cbaabe8cb87791063);

            
        
    
            var circle_marker_4f74daff315c4192b36cb857e6ccc816 = L.circleMarker(
                [43.644770799999996,-79.3733064],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_54e7c08256c84984987f875fedfc08ef = L.popup({maxWidth: '300'});

            
                var html_68a270c653614ac8a194d4bcbecd40ae = $('<div id="html_68a270c653614ac8a194d4bcbecd40ae" style="width: 100.0%; height: 100.0%;">Berczy Park, Downtown Toronto</div>')[0];
                popup_54e7c08256c84984987f875fedfc08ef.setContent(html_68a270c653614ac8a194d4bcbecd40ae);
            

            circle_marker_4f74daff315c4192b36cb857e6ccc816.bindPopup(popup_54e7c08256c84984987f875fedfc08ef);

            
        
    
            var circle_marker_3dbecf8148b8401598997494f48c9f9a = L.circleMarker(
                [43.6579524,-79.3873826],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_7a293c6d94c345c98b9d88a31b0b05d1 = L.popup({maxWidth: '300'});

            
                var html_5140bf9ce64b4c4686aea0450fbe8aff = $('<div id="html_5140bf9ce64b4c4686aea0450fbe8aff" style="width: 100.0%; height: 100.0%;">Central Bay Street, Downtown Toronto</div>')[0];
                popup_7a293c6d94c345c98b9d88a31b0b05d1.setContent(html_5140bf9ce64b4c4686aea0450fbe8aff);
            

            circle_marker_3dbecf8148b8401598997494f48c9f9a.bindPopup(popup_7a293c6d94c345c98b9d88a31b0b05d1);

            
        
    
            var circle_marker_6b356bf09c0c41a48989b8ef32af511a = L.circleMarker(
                [43.65057120000001,-79.3845675],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_96a10edb2ad94038a417b49b00f850a8 = L.popup({maxWidth: '300'});

            
                var html_b0e4450809be47128dfe4a3e1450f0d8 = $('<div id="html_b0e4450809be47128dfe4a3e1450f0d8" style="width: 100.0%; height: 100.0%;">Richmond, Adelaide, King, Downtown Toronto</div>')[0];
                popup_96a10edb2ad94038a417b49b00f850a8.setContent(html_b0e4450809be47128dfe4a3e1450f0d8);
            

            circle_marker_6b356bf09c0c41a48989b8ef32af511a.bindPopup(popup_96a10edb2ad94038a417b49b00f850a8);

            
        
    
            var circle_marker_05af3b89ed054481b2a30f9668ced84d = L.circleMarker(
                [43.6408157,-79.38175229999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_0bfb7020f7184584bda2674b5ca62116 = L.popup({maxWidth: '300'});

            
                var html_9054c9096fcb46708067c379ceebf1cd = $('<div id="html_9054c9096fcb46708067c379ceebf1cd" style="width: 100.0%; height: 100.0%;">Harbourfront East, Union Station, Toronto Islands, Downtown Toronto</div>')[0];
                popup_0bfb7020f7184584bda2674b5ca62116.setContent(html_9054c9096fcb46708067c379ceebf1cd);
            

            circle_marker_05af3b89ed054481b2a30f9668ced84d.bindPopup(popup_0bfb7020f7184584bda2674b5ca62116);

            
        
    
            var circle_marker_8a0c6c558a7640dcb2961c6e23ee3152 = L.circleMarker(
                [43.6471768,-79.38157640000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_51e2bba6f6824b30a0f6782aa2995cdf = L.popup({maxWidth: '300'});

            
                var html_8d8fbdfc63c24d0394f7f1187c1070d9 = $('<div id="html_8d8fbdfc63c24d0394f7f1187c1070d9" style="width: 100.0%; height: 100.0%;">Toronto Dominion Centre, Design Exchange, Downtown Toronto</div>')[0];
                popup_51e2bba6f6824b30a0f6782aa2995cdf.setContent(html_8d8fbdfc63c24d0394f7f1187c1070d9);
            

            circle_marker_8a0c6c558a7640dcb2961c6e23ee3152.bindPopup(popup_51e2bba6f6824b30a0f6782aa2995cdf);

            
        
    
            var circle_marker_e5eb0de0ad8b4f5e862d6235cd1b6425 = L.circleMarker(
                [43.6481985,-79.37981690000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_84b1248b406e484499515f9cc658ce98 = L.popup({maxWidth: '300'});

            
                var html_6d473c20447a4f6f9d65f214ccf588ef = $('<div id="html_6d473c20447a4f6f9d65f214ccf588ef" style="width: 100.0%; height: 100.0%;">Commerce Court, Victoria Hotel, Downtown Toronto</div>')[0];
                popup_84b1248b406e484499515f9cc658ce98.setContent(html_6d473c20447a4f6f9d65f214ccf588ef);
            

            circle_marker_e5eb0de0ad8b4f5e862d6235cd1b6425.bindPopup(popup_84b1248b406e484499515f9cc658ce98);

            
        
    
            var circle_marker_c819e8721822453b8c89737cc0bb143b = L.circleMarker(
                [43.7116948,-79.41693559999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_4b57c888222a4150932ccd5fd44be75f = L.popup({maxWidth: '300'});

            
                var html_0fa7e1ac999a4bcd8ed20f37a18ef803 = $('<div id="html_0fa7e1ac999a4bcd8ed20f37a18ef803" style="width: 100.0%; height: 100.0%;">Roselawn, Central Toronto</div>')[0];
                popup_4b57c888222a4150932ccd5fd44be75f.setContent(html_0fa7e1ac999a4bcd8ed20f37a18ef803);
            

            circle_marker_c819e8721822453b8c89737cc0bb143b.bindPopup(popup_4b57c888222a4150932ccd5fd44be75f);

            
        
    
            var circle_marker_9319948bea264eaf87dff463b8ea0602 = L.circleMarker(
                [43.6969476,-79.41130720000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_cf5dedb3195a4562b26dafc2fec0ee81 = L.popup({maxWidth: '300'});

            
                var html_2585452180f249fda3828fe05a0f90a7 = $('<div id="html_2585452180f249fda3828fe05a0f90a7" style="width: 100.0%; height: 100.0%;">Forest Hill North &amp; West, Forest Hill Road Park, Central Toronto</div>')[0];
                popup_cf5dedb3195a4562b26dafc2fec0ee81.setContent(html_2585452180f249fda3828fe05a0f90a7);
            

            circle_marker_9319948bea264eaf87dff463b8ea0602.bindPopup(popup_cf5dedb3195a4562b26dafc2fec0ee81);

            
        
    
            var circle_marker_7ea2aff1b5d0459ab8ee1d7af7509f5e = L.circleMarker(
                [43.6727097,-79.40567840000001],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_6d4d5d5a220b4c20a5ead5fc0146f3f4 = L.popup({maxWidth: '300'});

            
                var html_759ffbea4c72425e94fa85ef9fea1bb7 = $('<div id="html_759ffbea4c72425e94fa85ef9fea1bb7" style="width: 100.0%; height: 100.0%;">The Annex, North Midtown, Yorkville, Central Toronto</div>')[0];
                popup_6d4d5d5a220b4c20a5ead5fc0146f3f4.setContent(html_759ffbea4c72425e94fa85ef9fea1bb7);
            

            circle_marker_7ea2aff1b5d0459ab8ee1d7af7509f5e.bindPopup(popup_6d4d5d5a220b4c20a5ead5fc0146f3f4);

            
        
    
            var circle_marker_1d9a7c10a0cd43969fed55093e06ffcc = L.circleMarker(
                [43.6626956,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_d37ce224fe7e4705b82e876152b4caa4 = L.popup({maxWidth: '300'});

            
                var html_93564b2bc5b841eb9d09db7d18b8f19a = $('<div id="html_93564b2bc5b841eb9d09db7d18b8f19a" style="width: 100.0%; height: 100.0%;">University of Toronto, Harbord, Downtown Toronto</div>')[0];
                popup_d37ce224fe7e4705b82e876152b4caa4.setContent(html_93564b2bc5b841eb9d09db7d18b8f19a);
            

            circle_marker_1d9a7c10a0cd43969fed55093e06ffcc.bindPopup(popup_d37ce224fe7e4705b82e876152b4caa4);

            
        
    
            var circle_marker_ff045b5378c04436ac3a2317fff2a0b8 = L.circleMarker(
                [43.6532057,-79.4000493],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_3a92b2c474514ba38a7f1726db58b900 = L.popup({maxWidth: '300'});

            
                var html_78dc3667e06e4537a531083b2a650a2c = $('<div id="html_78dc3667e06e4537a531083b2a650a2c" style="width: 100.0%; height: 100.0%;">Kensington Market, Chinatown, Grange Park, Downtown Toronto</div>')[0];
                popup_3a92b2c474514ba38a7f1726db58b900.setContent(html_78dc3667e06e4537a531083b2a650a2c);
            

            circle_marker_ff045b5378c04436ac3a2317fff2a0b8.bindPopup(popup_3a92b2c474514ba38a7f1726db58b900);

            
        
    
            var circle_marker_2ba4af521d8949819c0f5f33df12746f = L.circleMarker(
                [43.6289467,-79.3944199],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_8799bd2ac636486a80e857d4d3553f6b = L.popup({maxWidth: '300'});

            
                var html_c8171472427944b29b73a5921d13c6b5 = $('<div id="html_c8171472427944b29b73a5921d13c6b5" style="width: 100.0%; height: 100.0%;">CN Tower, King and Spadina, Railway Lands, Harbourfront West, Bathurst Quay, South Niagara, Island airport, Downtown Toronto</div>')[0];
                popup_8799bd2ac636486a80e857d4d3553f6b.setContent(html_c8171472427944b29b73a5921d13c6b5);
            

            circle_marker_2ba4af521d8949819c0f5f33df12746f.bindPopup(popup_8799bd2ac636486a80e857d4d3553f6b);

            
        
    
            var circle_marker_e1a8342813c04ff48fbdbd98c4074535 = L.circleMarker(
                [43.6464352,-79.37484599999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_b13d6b50e7bf4765b55f613303bbcdf0 = L.popup({maxWidth: '300'});

            
                var html_bcaa912624004d1e84446a47c257adfe = $('<div id="html_bcaa912624004d1e84446a47c257adfe" style="width: 100.0%; height: 100.0%;">Stn A PO Boxes, Downtown Toronto</div>')[0];
                popup_b13d6b50e7bf4765b55f613303bbcdf0.setContent(html_bcaa912624004d1e84446a47c257adfe);
            

            circle_marker_e1a8342813c04ff48fbdbd98c4074535.bindPopup(popup_b13d6b50e7bf4765b55f613303bbcdf0);

            
        
    
            var circle_marker_03390f0a0c544fb3b06a39cf490f81cf = L.circleMarker(
                [43.6484292,-79.3822802],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_68d448769784425fa5e74df9ed63473d = L.popup({maxWidth: '300'});

            
                var html_e938318ab95b42d1bb652e35d88bbe6b = $('<div id="html_e938318ab95b42d1bb652e35d88bbe6b" style="width: 100.0%; height: 100.0%;">First Canadian Place, Underground city, Downtown Toronto</div>')[0];
                popup_68d448769784425fa5e74df9ed63473d.setContent(html_e938318ab95b42d1bb652e35d88bbe6b);
            

            circle_marker_03390f0a0c544fb3b06a39cf490f81cf.bindPopup(popup_68d448769784425fa5e74df9ed63473d);

            
        
    
            var circle_marker_b48ae7f9bb32490b95ad9d0a514fb36c = L.circleMarker(
                [43.669542,-79.4225637],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_7a48c78e0cfd4a2592c53e666b7570a9 = L.popup({maxWidth: '300'});

            
                var html_7b501d8d324b4122af6b5952fa63c434 = $('<div id="html_7b501d8d324b4122af6b5952fa63c434" style="width: 100.0%; height: 100.0%;">Christie, Downtown Toronto</div>')[0];
                popup_7a48c78e0cfd4a2592c53e666b7570a9.setContent(html_7b501d8d324b4122af6b5952fa63c434);
            

            circle_marker_b48ae7f9bb32490b95ad9d0a514fb36c.bindPopup(popup_7a48c78e0cfd4a2592c53e666b7570a9);

            
        
    
            var circle_marker_d8bce542075e4745b5e11227d8a47491 = L.circleMarker(
                [43.66900510000001,-79.4422593],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_45cc51f12d22426898c459a893c9efb1 = L.popup({maxWidth: '300'});

            
                var html_49e232486a084cfdbcd98248fa1d7f1f = $('<div id="html_49e232486a084cfdbcd98248fa1d7f1f" style="width: 100.0%; height: 100.0%;">Dufferin, Dovercourt Village, West Toronto</div>')[0];
                popup_45cc51f12d22426898c459a893c9efb1.setContent(html_49e232486a084cfdbcd98248fa1d7f1f);
            

            circle_marker_d8bce542075e4745b5e11227d8a47491.bindPopup(popup_45cc51f12d22426898c459a893c9efb1);

            
        
    
            var circle_marker_29164a07a6df462ba1910a88b510bf90 = L.circleMarker(
                [43.647926700000006,-79.4197497],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_e635413f584d487ab958f54c2c6dc54f = L.popup({maxWidth: '300'});

            
                var html_6967aa57f8264c4d911ef12814c8e777 = $('<div id="html_6967aa57f8264c4d911ef12814c8e777" style="width: 100.0%; height: 100.0%;">Little Portugal, Trinity, West Toronto</div>')[0];
                popup_e635413f584d487ab958f54c2c6dc54f.setContent(html_6967aa57f8264c4d911ef12814c8e777);
            

            circle_marker_29164a07a6df462ba1910a88b510bf90.bindPopup(popup_e635413f584d487ab958f54c2c6dc54f);

            
        
    
            var circle_marker_249e8838c7ac4960bbb6822b2d549137 = L.circleMarker(
                [43.6368472,-79.42819140000002],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_fbccac2ba77f4f61991614c8fa304d76 = L.popup({maxWidth: '300'});

            
                var html_d2e974e0f24a4a42abc73c3273a6ec3a = $('<div id="html_d2e974e0f24a4a42abc73c3273a6ec3a" style="width: 100.0%; height: 100.0%;">Brockton, Parkdale Village, Exhibition Place, West Toronto</div>')[0];
                popup_fbccac2ba77f4f61991614c8fa304d76.setContent(html_d2e974e0f24a4a42abc73c3273a6ec3a);
            

            circle_marker_249e8838c7ac4960bbb6822b2d549137.bindPopup(popup_fbccac2ba77f4f61991614c8fa304d76);

            
        
    
            var circle_marker_e4b3957d1b29472ca0f6401d8d468065 = L.circleMarker(
                [43.6616083,-79.46476329999999],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_071dac472d5d4acaa0eb1533f1154e2b = L.popup({maxWidth: '300'});

            
                var html_edbbd26751ea4d2daa96cbec1b77c32f = $('<div id="html_edbbd26751ea4d2daa96cbec1b77c32f" style="width: 100.0%; height: 100.0%;">High Park, The Junction South, West Toronto</div>')[0];
                popup_071dac472d5d4acaa0eb1533f1154e2b.setContent(html_edbbd26751ea4d2daa96cbec1b77c32f);
            

            circle_marker_e4b3957d1b29472ca0f6401d8d468065.bindPopup(popup_071dac472d5d4acaa0eb1533f1154e2b);

            
        
    
            var circle_marker_f83a493746ca44cd8430ed1dde540369 = L.circleMarker(
                [43.6489597,-79.456325],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_2fdb6f240e804eb3bf5749fab81d09f5 = L.popup({maxWidth: '300'});

            
                var html_ed79c9a763344ef391a964be71a10690 = $('<div id="html_ed79c9a763344ef391a964be71a10690" style="width: 100.0%; height: 100.0%;">Parkdale, Roncesvalles, West Toronto</div>')[0];
                popup_2fdb6f240e804eb3bf5749fab81d09f5.setContent(html_ed79c9a763344ef391a964be71a10690);
            

            circle_marker_f83a493746ca44cd8430ed1dde540369.bindPopup(popup_2fdb6f240e804eb3bf5749fab81d09f5);

            
        
    
            var circle_marker_32604d04aae8466898e18ca984645c4e = L.circleMarker(
                [43.6515706,-79.4844499],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_b8d7afa4e088426498abbfe154ff89e1 = L.popup({maxWidth: '300'});

            
                var html_a711a2b753f0449dbd7ca5dd74bbf948 = $('<div id="html_a711a2b753f0449dbd7ca5dd74bbf948" style="width: 100.0%; height: 100.0%;">Runnymede, Swansea, West Toronto</div>')[0];
                popup_b8d7afa4e088426498abbfe154ff89e1.setContent(html_a711a2b753f0449dbd7ca5dd74bbf948);
            

            circle_marker_32604d04aae8466898e18ca984645c4e.bindPopup(popup_b8d7afa4e088426498abbfe154ff89e1);

            
        
    
            var circle_marker_618ad3dab006448dad2838f79c4b4a9a = L.circleMarker(
                [43.6623015,-79.3894938],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_125cbccd50cc4cf29a6ed2d9d3857491 = L.popup({maxWidth: '300'});

            
                var html_cd8a44c7621842a69d1ff31ae37cd021 = $('<div id="html_cd8a44c7621842a69d1ff31ae37cd021" style="width: 100.0%; height: 100.0%;">Queen&#39;s Park, Ontario Provincial Government, Downtown Toronto</div>')[0];
                popup_125cbccd50cc4cf29a6ed2d9d3857491.setContent(html_cd8a44c7621842a69d1ff31ae37cd021);
            

            circle_marker_618ad3dab006448dad2838f79c4b4a9a.bindPopup(popup_125cbccd50cc4cf29a6ed2d9d3857491);

            
        
    
            var circle_marker_270c8a846f344d649b0cabaeecaeddd2 = L.circleMarker(
                [43.6627439,-79.321558],
                {
  "bubblingMouseEvents": true,
  "color": "green",
  "dashArray": null,
  "dashOffset": null,
  "fill": true,
  "fillColor": "#3199cc",
  "fillOpacity": 0.3,
  "fillRule": "evenodd",
  "lineCap": "round",
  "lineJoin": "round",
  "opacity": 1.0,
  "radius": 3,
  "stroke": true,
  "weight": 3
}
                ).addTo(map_a74cadf2b1c44921bedfd2b205aa06f4);
            
    
            var popup_d28182d76c174ad0acbaa96b5f15033a = L.popup({maxWidth: '300'});

            
                var html_82ca5fe401804bb29a62702dee0911b7 = $('<div id="html_82ca5fe401804bb29a62702dee0911b7" style="width: 100.0%; height: 100.0%;">Business reply mail Processing Centre, South Central Letter Processing Plant Toronto, East Toronto</div>')[0];
                popup_d28182d76c174ad0acbaa96b5f15033a.setContent(html_82ca5fe401804bb29a62702dee0911b7);
            

            circle_marker_270c8a846f344d649b0cabaeecaeddd2.bindPopup(popup_d28182d76c174ad0acbaa96b5f15033a);

            
        
</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 0x7f9c2752af60>"
                    },
                    "execution_count": 27,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "map_tohood = folium.Map(location=[latitude, longitude], zoom_start=10)\n\n# add markers to map\nfor lat, lng, borough, neighborhood in zip(to_data['Latitude'], to_data['Longitude'], to_data['Borough'], to_data['Neighbourhood']):\n    label = '{}, {}'.format(neighborhood, borough)\n    label = folium.Popup(label, parse_html=True)\n    folium.CircleMarker(\n        [lat, lng],\n        radius=3,\n        popup=label,\n        color='green',\n        fill=True,\n        fill_color='#3199cc',\n        fill_opacity=0.3,\n        parse_html=False).add_to(map_tohood)  \n    \nmap_tohood"
        },
        {
            "cell_type": "code",
            "execution_count": 28,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": "'The Beaches'"
                    },
                    "execution_count": 28,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "\nto_data.loc[0, 'Neighbourhood']"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# let's grab the neighbourhood long and lat values"
        },
        {
            "cell_type": "code",
            "execution_count": 29,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": "Latitude and longitude values of The Beaches are 43.67635739999999, -79.2930312.\n"
                }
            ],
            "source": "neighbourhood_latitude = to_data.loc[0, 'Latitude'] # neighbourhood latitude value\nneighbourhood_longitude = to_data.loc[0, 'Longitude'] # neighbourhood longitude value\n\nneighbourhood_name = to_data.loc[0, 'Neighbourhood'] # neighbourhood name\n\nprint('Latitude and longitude values of {} are {}, {}.'.format(neighbourhood_name, \n                                                               neighbourhood_latitude, \n                                                               neighbourhood_longitude))"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "# what the top 100 venus are within a radius from the centroid of 500 meters"
        },
        {
            "cell_type": "code",
            "execution_count": 30,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": "'https://api.foursquare.com/v2/venues/explore?&client_id=QAY4LN0B3HOKBULRYYX4HVADGZD4O54HPV2SSHV5ZBP2QQ3G&client_secret=04YIKSGEXB5GGAT2CDYDYE2H1RTQWYXB5AEKNVXAJECMHADW&v=20200605&ll=43.67635739999999,-79.2930312&radius=500&limit=100'"
                    },
                    "execution_count": 30,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "LIMIT = 100\nradius = 500\n\nurl = '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    neighbourhood_latitude, \n    neighbourhood_longitude, \n    radius, \n    LIMIT)\nurl"
        },
        {
            "cell_type": "code",
            "execution_count": 31,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": "{'meta': {'code': 200, 'requestId': '5ecd5225949393001cd0323d'},\n 'response': {'headerLocation': 'The Beaches',\n  'headerFullLocation': 'The Beaches, Toronto',\n  'headerLocationGranularity': 'neighborhood',\n  'totalResults': 4,\n  'suggestedBounds': {'ne': {'lat': 43.680857404499996,\n    'lng': -79.28682091449052},\n   'sw': {'lat': 43.67185739549999, 'lng': -79.29924148550948}},\n  'groups': [{'type': 'Recommended Places',\n    'name': 'recommended',\n    'items': [{'reasons': {'count': 0,\n       'items': [{'summary': 'This spot is popular',\n         'type': 'general',\n         'reasonName': 'globalInteractionReason'}]},\n      'venue': {'id': '4bd461bc77b29c74a07d9282',\n       'name': 'Glen Manor Ravine',\n       'location': {'address': 'Glen Manor',\n        'crossStreet': 'Queen St.',\n        'lat': 43.67682094413784,\n        'lng': -79.29394208780985,\n        'labeledLatLngs': [{'label': 'display',\n          'lat': 43.67682094413784,\n          'lng': -79.29394208780985}],\n        'distance': 89,\n        'cc': 'CA',\n        'city': 'Toronto',\n        'state': 'ON',\n        'country': 'Canada',\n        'formattedAddress': ['Glen Manor (Queen St.)',\n         'Toronto ON',\n         'Canada']},\n       'categories': [{'id': '4bf58dd8d48988d159941735',\n         'name': 'Trail',\n         'pluralName': 'Trails',\n         'shortName': 'Trail',\n         'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/parks_outdoors/hikingtrail_',\n          'suffix': '.png'},\n         'primary': True}],\n       'photos': {'count': 0, 'groups': []}},\n      'referralId': 'e-0-4bd461bc77b29c74a07d9282-0'},\n     {'reasons': {'count': 0,\n       'items': [{'summary': 'This spot is popular',\n         'type': 'general',\n         'reasonName': 'globalInteractionReason'}]},\n      'venue': {'id': '4ad4c062f964a52011f820e3',\n       'name': 'The Big Carrot Natural Food Market',\n       'location': {'address': '125 Southwood Dr',\n        'lat': 43.678879,\n        'lng': -79.297734,\n        'labeledLatLngs': [{'label': 'display',\n          'lat': 43.678879,\n          'lng': -79.297734}],\n        'distance': 471,\n        'postalCode': 'M4E 0B8',\n        'cc': 'CA',\n        'city': 'Toronto',\n        'state': 'ON',\n        'country': 'Canada',\n        'formattedAddress': ['125 Southwood Dr',\n         'Toronto ON M4E 0B8',\n         'Canada']},\n       'categories': [{'id': '50aa9e744b90af0d42d5de0e',\n         'name': 'Health Food Store',\n         'pluralName': 'Health Food Stores',\n         'shortName': 'Health Food Store',\n         'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/shops/food_grocery_',\n          'suffix': '.png'},\n         'primary': True}],\n       'photos': {'count': 0, 'groups': []},\n       'venuePage': {'id': '75150878'}},\n      'referralId': 'e-0-4ad4c062f964a52011f820e3-1'},\n     {'reasons': {'count': 0,\n       'items': [{'summary': 'This spot is popular',\n         'type': 'general',\n         'reasonName': 'globalInteractionReason'}]},\n      'venue': {'id': '4b8daea1f964a520480833e3',\n       'name': 'Grover Pub and Grub',\n       'location': {'address': '676 Kingston Rd.',\n        'crossStreet': 'at Main St.',\n        'lat': 43.679181434941015,\n        'lng': -79.29721535878515,\n        'labeledLatLngs': [{'label': 'display',\n          'lat': 43.679181434941015,\n          'lng': -79.29721535878515}],\n        'distance': 460,\n        'postalCode': 'M4E 1R4',\n        'cc': 'CA',\n        'city': 'Toronto',\n        'state': 'ON',\n        'country': 'Canada',\n        'formattedAddress': ['676 Kingston Rd. (at Main St.)',\n         'Toronto ON M4E 1R4',\n         'Canada']},\n       'categories': [{'id': '4bf58dd8d48988d11b941735',\n         'name': 'Pub',\n         'pluralName': 'Pubs',\n         'shortName': 'Pub',\n         'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/nightlife/pub_',\n          'suffix': '.png'},\n         'primary': True}],\n       'photos': {'count': 0, 'groups': []}},\n      'referralId': 'e-0-4b8daea1f964a520480833e3-2'},\n     {'reasons': {'count': 0,\n       'items': [{'summary': 'This spot is popular',\n         'type': 'general',\n         'reasonName': 'globalInteractionReason'}]},\n      'venue': {'id': '4df91c4bae60f95f82229ad5',\n       'name': 'Upper Beaches',\n       'location': {'lat': 43.68056321147582,\n        'lng': -79.2928688743688,\n        'labeledLatLngs': [{'label': 'display',\n          'lat': 43.68056321147582,\n          'lng': -79.2928688743688}],\n        'distance': 468,\n        'cc': 'CA',\n        'city': 'Toronto',\n        'state': 'ON',\n        'country': 'Canada',\n        'formattedAddress': ['Toronto ON', 'Canada']},\n       'categories': [{'id': '4f2a25ac4b909258e854f55f',\n         'name': 'Neighborhood',\n         'pluralName': 'Neighborhoods',\n         'shortName': 'Neighborhood',\n         'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/parks_outdoors/neighborhood_',\n          'suffix': '.png'},\n         'primary': True}],\n       'photos': {'count': 0, 'groups': []}},\n      'referralId': 'e-0-4df91c4bae60f95f82229ad5-3'}]}]}}"
                    },
                    "execution_count": 31,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "\nresults = requests.get(url).json()\nresults"
        },
        {
            "cell_type": "code",
            "execution_count": 32,
            "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": "markdown",
            "metadata": {},
            "source": "# Clean json and structure into a pandas dataframe"
        },
        {
            "cell_type": "code",
            "execution_count": 33,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>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>Glen Manor Ravine</td>\n      <td>Trail</td>\n      <td>43.676821</td>\n      <td>-79.293942</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>The Big Carrot Natural Food Market</td>\n      <td>Health Food Store</td>\n      <td>43.678879</td>\n      <td>-79.297734</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>Grover Pub and Grub</td>\n      <td>Pub</td>\n      <td>43.679181</td>\n      <td>-79.297215</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>Upper Beaches</td>\n      <td>Neighborhood</td>\n      <td>43.680563</td>\n      <td>-79.292869</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
                        "text/plain": "                                 name         categories        lat        lng\n0                   Glen Manor Ravine              Trail  43.676821 -79.293942\n1  The Big Carrot Natural Food Market  Health Food Store  43.678879 -79.297734\n2                 Grover Pub and Grub                Pub  43.679181 -79.297215\n3                       Upper Beaches       Neighborhood  43.680563 -79.292869"
                    },
                    "execution_count": 33,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": "venues = results['response']['groups'][0]['items']\n    \nnearby_venues = json_normalize(venues) # flatten JSON\n\n# filter columns\nfiltered_columns = ['venue.name', 'venue.categories', 'venue.location.lat', 'venue.location.lng']\nnearby_venues =nearby_venues.loc[:, filtered_columns]\n\n# filter the category for each row\nnearby_venues['venue.categories'] = nearby_venues.apply(get_category_type, axis=1)\n\n# clean columns\nnearby_venues.columns = [col.split(\".\")[-1] for col in nearby_venues.columns]\n\nnearby_venues.head()"
        },
        {
            "cell_type": "markdown",
            "metadata": {},
            "source": "#  how many venus were returned from Foursquare?"
        },
        {
            "cell_type": "code",
            "execution_count": 34,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": "4 venues were returned by Foursquare.\n"
                }
            ],
            "source": "print('{} venues were returned by Foursquare.'.format(nearby_venues.shape[0]))"
        }
    ],
    "metadata": {
        "kernelspec": {
            "display_name": "Python 3.6",
            "language": "python",
            "name": "python3"
        },
        "language_info": {
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "file_extension": ".py",
            "mimetype": "text/x-python",
            "name": "python",
            "nbconvert_exporter": "python",
            "pygments_lexer": "ipython3",
            "version": "3.6.9"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 1
}