Segmenting and Clustering Neighborhoods in Toronto Part 3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Segmenting and Clustering Neighborhoods in Toronto Part 3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##                   PART 1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Installing important package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting package metadata (current_repodata.json): ...working... done\n",
      "Solving environment: ...working... done\n",
      "\n",
      "# All requested packages already installed.\n",
      "\n",
      "Collecting package metadata (current_repodata.json): ...working... done\n",
      "Solving environment: ...working... done\n",
      "\n",
      "# All requested packages already installed.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# install beautifulsoup4\n",
    "!conda install -c conda-forge beautifulsoup4 --yes\n",
    "\n",
    "# Install lxml parser\n",
    "!conda install -c conda-forge lxml --yes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Importing Liberary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "import numpy as np \n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt \n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### 2. Scrape the Toronto post codes Wikipedia page with Beautiful Soup\n",
    " * Read the Toronto post codes wikipedia page with Beautiful Soup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "url = 'https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M'\n",
    "source = requests.get(url).text\n",
    "soup = BeautifulSoup(source, 'lxml')\n",
    "\n",
    "# Get the table with the postal codes [class = 'wikitable sortable']\n",
    "table = soup.find('table', class_='wikitable sortable')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### converting into Dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "postal_codes_initial_df = pd.read_html(str(table))[0]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  Postal code           Borough                                  Neighborhood\n",
      "0         M1A      Not assigned                                           NaN\n",
      "1         M2A      Not assigned                                           NaN\n",
      "2         M3A        North York                                     Parkwoods\n",
      "3         M4A        North York                              Victoria Village\n",
      "4         M5A  Downtown Toronto                    Regent Park / Harbourfront\n",
      "5         M6A        North York             Lawrence Manor / Lawrence Heights\n",
      "6         M7A  Downtown Toronto  Queen's Park / Ontario Provincial Government\n",
      "7         M8A      Not assigned                                           NaN\n",
      "8         M9A         Etobicoke                              Islington Avenue\n",
      "9         M1B       Scarborough                               Malvern / Rouge \n",
      "\n",
      "Initial Toronto postal codes dataframe shape:  (180, 3) \n",
      "\n"
     ]
    }
   ],
   "source": [
    "#3 replacing name\n",
    "postal_codes_initial_df.rename(columns={'Postcode': 'PostalCode', 'Neighbourhood': 'Neighborhood'}, inplace=True)\n",
    "print(postal_codes_initial_df.head(10), '\\n')\n",
    "print('Initial Toronto postal codes dataframe shape: ', postal_codes_initial_df.shape, '\\n')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 3. Process the initial Toronto post codes Data Frame\n",
    "* Drop the rows with the 'Borough' value 'Not Assigned'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "postal_codes_initial_df.drop(postal_codes_initial_df[postal_codes_initial_df['Borough'] == 'Not assigned'].index,\n",
    "                             axis=0, inplace=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Replace the 'Not assigned' value in 'Neighborhood' with the corresponding value of 'Borough'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>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",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>M9A</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Islington Avenue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Malvern / Rouge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>M3B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>M4B</td>\n",
       "      <td>East York</td>\n",
       "      <td>Parkview Hill / Woodbine Gardens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Garden District, Ryerson</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Postal code           Borough                                  Neighborhood\n",
       "2          M3A        North York                                     Parkwoods\n",
       "3          M4A        North York                              Victoria Village\n",
       "4          M5A  Downtown Toronto                    Regent Park / Harbourfront\n",
       "5          M6A        North York             Lawrence Manor / Lawrence Heights\n",
       "6          M7A  Downtown Toronto  Queen's Park / Ontario Provincial Government\n",
       "8          M9A         Etobicoke                              Islington Avenue\n",
       "9          M1B       Scarborough                               Malvern / Rouge\n",
       "11         M3B        North York                                     Don Mills\n",
       "12         M4B         East York              Parkview Hill / Woodbine Gardens\n",
       "13         M5B  Downtown Toronto                      Garden District, Ryerson"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "postal_codes_initial_df.loc[postal_codes_initial_df['Neighborhood'] == 'Not assigned', 'Neighborhood'] = postal_codes_initial_df.loc[postal_codes_initial_df['Neighborhood'] == 'Not assigned']['Borough']\n",
    "postal_codes_initial_df.head(10) # Notice the Queen's Park Neighborhood"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Create a new Data Frame to combine the neighborhoods of the same postal code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "postal_codes_grouped_df = pd.DataFrame(postal_codes_initial_df.groupby('Postal code')['Neighborhood'].apply(lambda tags: ', '.join(tags))).reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal code</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>Malvern / Rouge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Rouge Hill / Port Union / Highland Creek</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Guildwood / Morningside / West Hill</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>Woburn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>Cedarbrae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>M1J</td>\n",
       "      <td>Scarborough Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>M1K</td>\n",
       "      <td>Kennedy Park / Ionview / East Birchmount Park</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>M1L</td>\n",
       "      <td>Golden Mile / Clairlea / Oakridge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>M1M</td>\n",
       "      <td>Cliffside / Cliffcrest / Scarborough Village West</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>M1N</td>\n",
       "      <td>Birch Cliff / Cliffside West</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>M1P</td>\n",
       "      <td>Dorset Park / Wexford Heights / Scarborough To...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>M1R</td>\n",
       "      <td>Wexford / Maryvale</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>M1S</td>\n",
       "      <td>Agincourt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>M1T</td>\n",
       "      <td>Clarks Corners / Tam O'Shanter / Sullivan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>M1V</td>\n",
       "      <td>Milliken / Agincourt North / Steeles East / L'...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Postal code                                       Neighborhood\n",
       "0          M1B                                    Malvern / Rouge\n",
       "1          M1C           Rouge Hill / Port Union / Highland Creek\n",
       "2          M1E                Guildwood / Morningside / West Hill\n",
       "3          M1G                                             Woburn\n",
       "4          M1H                                          Cedarbrae\n",
       "5          M1J                                Scarborough Village\n",
       "6          M1K      Kennedy Park / Ionview / East Birchmount Park\n",
       "7          M1L                  Golden Mile / Clairlea / Oakridge\n",
       "8          M1M  Cliffside / Cliffcrest / Scarborough Village West\n",
       "9          M1N                       Birch Cliff / Cliffside West\n",
       "10         M1P  Dorset Park / Wexford Heights / Scarborough To...\n",
       "11         M1R                                 Wexford / Maryvale\n",
       "12         M1S                                          Agincourt\n",
       "13         M1T          Clarks Corners / Tam O'Shanter / Sullivan\n",
       "14         M1V  Milliken / Agincourt North / Steeles East / L'..."
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "postal_codes_grouped_df.head(15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Now merge the initial and combined neighborhoods data frames to the final data frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "toronto_postal_codes_df = pd.merge(postal_codes_initial_df, postal_codes_grouped_df, how='inner', \n",
    "                                   on=['Postal code', 'Postal code'])\n",
    "\n",
    "# Drop the single neighborhood column\n",
    "toronto_postal_codes_df.drop('Neighborhood_x', axis=1, inplace=True)\n",
    "\n",
    "# Now drop the created duplicate rows\n",
    "toronto_postal_codes_df.drop_duplicates(inplace=True)\n",
    "\n",
    "# Rename the created Neighborhood_y to Neighborhood\n",
    "toronto_postal_codes_df.rename(columns={'Neighborhood_y': 'Neighborhood'}, inplace=True)\n",
    "\n",
    "# Reset the data frame index\n",
    "toronto_postal_codes_df.reset_index(drop=True, inplace=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Check an example from the instruction where one postal code has many neighborhoods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>M5V</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>CN Tower / King and Spadina / Railway Lands / Harbourfront West / Bathurst Quay / South Niagara / Island airport</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Postal code           Borough  \\\n",
       "87  M5V         Downtown Toronto   \n",
       "\n",
       "                                                                                                        Neighborhood  \n",
       "87  CN Tower / King and Spadina / Railway Lands / Harbourfront West / Bathurst Quay / South Niagara / Island airport  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# Set the pandas dataframe display.max_colwidth to -1 so that the full data frame columns are shown\n",
    "pd.set_option('display.max_colwidth', -1)\n",
    "toronto_postal_codes_df[toronto_postal_codes_df['Postal code'] == 'M5V']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    }\n",
       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal code</th>\n",
       "      <th>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M3A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M4A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M5A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Regent Park / Harbourfront</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M6A</td>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Manor / Lawrence Heights</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M7A</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Queen's Park / Ontario Provincial Government</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>M9A</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Islington Avenue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>M1B</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Malvern / Rouge</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>M3B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>M4B</td>\n",
       "      <td>East York</td>\n",
       "      <td>Parkview Hill / Woodbine Gardens</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>M5B</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>Garden District, Ryerson</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>M6B</td>\n",
       "      <td>North York</td>\n",
       "      <td>Glencairn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>M9B</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>West Deane Park / Princess Gardens / Martin Grove / Islington / Cloverdale</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>M1C</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Rouge Hill / Port Union / Highland Creek</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>M3C</td>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>M4C</td>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Heights</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>M5C</td>\n",
       "      <td>Downtown Toronto</td>\n",
       "      <td>St. James Town</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>M6C</td>\n",
       "      <td>York</td>\n",
       "      <td>Humewood-Cedarvale</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>M9C</td>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Eringate / Bloordale Gardens / Old Burnhamthorpe / Markland Wood</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>M1E</td>\n",
       "      <td>Scarborough</td>\n",
       "      <td>Guildwood / Morningside / West Hill</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>M4E</td>\n",
       "      <td>East Toronto</td>\n",
       "      <td>The Beaches</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Postal code           Borough  \\\n",
       "0   M3A         North York         \n",
       "1   M4A         North York         \n",
       "2   M5A         Downtown Toronto   \n",
       "3   M6A         North York         \n",
       "4   M7A         Downtown Toronto   \n",
       "5   M9A         Etobicoke          \n",
       "6   M1B         Scarborough        \n",
       "7   M3B         North York         \n",
       "8   M4B         East York          \n",
       "9   M5B         Downtown Toronto   \n",
       "10  M6B         North York         \n",
       "11  M9B         Etobicoke          \n",
       "12  M1C         Scarborough        \n",
       "13  M3C         North York         \n",
       "14  M4C         East York          \n",
       "15  M5C         Downtown Toronto   \n",
       "16  M6C         York               \n",
       "17  M9C         Etobicoke          \n",
       "18  M1E         Scarborough        \n",
       "19  M4E         East Toronto       \n",
       "\n",
       "                                                                  Neighborhood  \n",
       "0   Parkwoods                                                                   \n",
       "1   Victoria Village                                                            \n",
       "2   Regent Park / Harbourfront                                                  \n",
       "3   Lawrence Manor / Lawrence Heights                                           \n",
       "4   Queen's Park / Ontario Provincial Government                                \n",
       "5   Islington Avenue                                                            \n",
       "6   Malvern / Rouge                                                             \n",
       "7   Don Mills                                                                   \n",
       "8   Parkview Hill / Woodbine Gardens                                            \n",
       "9   Garden District, Ryerson                                                    \n",
       "10  Glencairn                                                                   \n",
       "11  West Deane Park / Princess Gardens / Martin Grove / Islington / Cloverdale  \n",
       "12  Rouge Hill / Port Union / Highland Creek                                    \n",
       "13  Don Mills                                                                   \n",
       "14  Woodbine Heights                                                            \n",
       "15  St. James Town                                                              \n",
       "16  Humewood-Cedarvale                                                          \n",
       "17  Eringate / Bloordale Gardens / Old Burnhamthorpe / Markland Wood            \n",
       "18  Guildwood / Morningside / West Hill                                         \n",
       "19  The Beaches                                                                 "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_postal_codes_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Finally print the shape of the final data frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The final dataframe has 103 rows.\n"
     ]
    }
   ],
   "source": [
    "print('The final dataframe has {} rows.'.format(toronto_postal_codes_df.shape[0]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## PART 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### 1. Read the geospatial coordinates file\n",
    "* I tried to use the geocoder package but it was not working properly. So I downloaded 'Geospatial_Coordinates.csv' (manually on my PC - I don't have wget installed)\n",
    "\n",
    "* Read the geospatial coordinates file into a data frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>M1B</td>\n",
       "      <td>43.806686</td>\n",
       "      <td>-79.194353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>M1C</td>\n",
       "      <td>43.784535</td>\n",
       "      <td>-79.160497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>M1E</td>\n",
       "      <td>43.763573</td>\n",
       "      <td>-79.188711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>M1G</td>\n",
       "      <td>43.770992</td>\n",
       "      <td>-79.216917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>M1H</td>\n",
       "      <td>43.773136</td>\n",
       "      <td>-79.239476</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Postal Code   Latitude  Longitude\n",
       "0  M1B         43.806686 -79.194353\n",
       "1  M1C         43.784535 -79.160497\n",
       "2  M1E         43.763573 -79.188711\n",
       "3  M1G         43.770992 -79.216917\n",
       "4  M1H         43.773136 -79.239476"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "toronto_latlng_df = pd.read_csv('Geospatial_Coordinates.csv')\n",
    "\n",
    "# Check the created dataframe\n",
    "toronto_latlng_df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Merge the two data neighborhood and geospatial coordinates data frame"
   ]
  },
  {
   "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>Borough</th>\n",
       "      <th>Neighborhood</th>\n",
       "      <th>Postal Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>North York</td>\n",
       "      <td>Parkwoods</td>\n",
       "      <td>M3A</td>\n",
       "      <td>43.753259</td>\n",
       "      <td>-79.329656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>North York</td>\n",
       "      <td>Victoria Village</td>\n",
       "      <td>M4A</td>\n",
       "      <td>43.725882</td>\n",
       "      <td>-79.315572</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</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>3</th>\n",
       "      <td>North York</td>\n",
       "      <td>Lawrence Manor / Lawrence Heights</td>\n",
       "      <td>M6A</td>\n",
       "      <td>43.718518</td>\n",
       "      <td>-79.464763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</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>5</th>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Islington Avenue</td>\n",
       "      <td>M9A</td>\n",
       "      <td>43.667856</td>\n",
       "      <td>-79.532242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</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>7</th>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills</td>\n",
       "      <td>M3B</td>\n",
       "      <td>43.745906</td>\n",
       "      <td>-79.352188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>East York</td>\n",
       "      <td>Parkview Hill / Woodbine Gardens</td>\n",
       "      <td>M4B</td>\n",
       "      <td>43.706397</td>\n",
       "      <td>-79.309937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</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>10</th>\n",
       "      <td>North York</td>\n",
       "      <td>Glencairn</td>\n",
       "      <td>M6B</td>\n",
       "      <td>43.709577</td>\n",
       "      <td>-79.445073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>West Deane Park / Princess Gardens / Martin Grove / Islington / Cloverdale</td>\n",
       "      <td>M9B</td>\n",
       "      <td>43.650943</td>\n",
       "      <td>-79.554724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</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>13</th>\n",
       "      <td>North York</td>\n",
       "      <td>Don Mills</td>\n",
       "      <td>M3C</td>\n",
       "      <td>43.725900</td>\n",
       "      <td>-79.340923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>East York</td>\n",
       "      <td>Woodbine Heights</td>\n",
       "      <td>M4C</td>\n",
       "      <td>43.695344</td>\n",
       "      <td>-79.318389</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>York</td>\n",
       "      <td>Humewood-Cedarvale</td>\n",
       "      <td>M6C</td>\n",
       "      <td>43.693781</td>\n",
       "      <td>-79.428191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Etobicoke</td>\n",
       "      <td>Eringate / Bloordale Gardens / Old Burnhamthorpe / Markland Wood</td>\n",
       "      <td>M9C</td>\n",
       "      <td>43.643515</td>\n",
       "      <td>-79.577201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</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>19</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",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             Borough  \\\n",
       "0   North York         \n",
       "1   North York         \n",
       "2   Downtown Toronto   \n",
       "3   North York         \n",
       "4   Downtown Toronto   \n",
       "5   Etobicoke          \n",
       "6   Scarborough        \n",
       "7   North York         \n",
       "8   East York          \n",
       "9   Downtown Toronto   \n",
       "10  North York         \n",
       "11  Etobicoke          \n",
       "12  Scarborough        \n",
       "13  North York         \n",
       "14  East York          \n",
       "15  Downtown Toronto   \n",
       "16  York               \n",
       "17  Etobicoke          \n",
       "18  Scarborough        \n",
       "19  East Toronto       \n",
       "\n",
       "                                                                  Neighborhood  \\\n",
       "0   Parkwoods                                                                    \n",
       "1   Victoria Village                                                             \n",
       "2   Regent Park / Harbourfront                                                   \n",
       "3   Lawrence Manor / Lawrence Heights                                            \n",
       "4   Queen's Park / Ontario Provincial Government                                 \n",
       "5   Islington Avenue                                                             \n",
       "6   Malvern / Rouge                                                              \n",
       "7   Don Mills                                                                    \n",
       "8   Parkview Hill / Woodbine Gardens                                             \n",
       "9   Garden District, Ryerson                                                     \n",
       "10  Glencairn                                                                    \n",
       "11  West Deane Park / Princess Gardens / Martin Grove / Islington / Cloverdale   \n",
       "12  Rouge Hill / Port Union / Highland Creek                                     \n",
       "13  Don Mills                                                                    \n",
       "14  Woodbine Heights                                                             \n",
       "15  St. James Town                                                               \n",
       "16  Humewood-Cedarvale                                                           \n",
       "17  Eringate / Bloordale Gardens / Old Burnhamthorpe / Markland Wood             \n",
       "18  Guildwood / Morningside / West Hill                                          \n",
       "19  The Beaches                                                                  \n",
       "\n",
       "   Postal Code   Latitude  Longitude  \n",
       "0   M3A         43.753259 -79.329656  \n",
       "1   M4A         43.725882 -79.315572  \n",
       "2   M5A         43.654260 -79.360636  \n",
       "3   M6A         43.718518 -79.464763  \n",
       "4   M7A         43.662301 -79.389494  \n",
       "5   M9A         43.667856 -79.532242  \n",
       "6   M1B         43.806686 -79.194353  \n",
       "7   M3B         43.745906 -79.352188  \n",
       "8   M4B         43.706397 -79.309937  \n",
       "9   M5B         43.657162 -79.378937  \n",
       "10  M6B         43.709577 -79.445073  \n",
       "11  M9B         43.650943 -79.554724  \n",
       "12  M1C         43.784535 -79.160497  \n",
       "13  M3C         43.725900 -79.340923  \n",
       "14  M4C         43.695344 -79.318389  \n",
       "15  M5C         43.651494 -79.375418  \n",
       "16  M6C         43.693781 -79.428191  \n",
       "17  M9C         43.643515 -79.577201  \n",
       "18  M1E         43.763573 -79.188711  \n",
       "19  M4E         43.676357 -79.293031  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "# Merge data frames\n",
    "toronto_postal_latlng_df = pd.merge(toronto_postal_codes_df, toronto_latlng_df, how='inner', left_on='Postal code', right_on='Postal Code')\n",
    "toronto_postal_latlng_df.drop('Postal code', axis=1, inplace=True)\n",
    "toronto_postal_latlng_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## PART 3\n",
    "\n",
    "* In this part of the assignment we will segment the boroughs of Toronto and explore them based ON POSTAL CODES INSTEAD OF NEIGHBORHOODS, since we only have geospatial data corresponding to postal codes. As we saw in the previous parts of the assignment, one postal code may correspond to many neighborhoods. The data is contained in the data frame that was previously created: toronto_postal_latlng_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Install and import the necessary libraries\n",
    "* Install necessary libraries [geopy, folium]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting package metadata (current_repodata.json): ...working... done\n",
      "Solving environment: ...working... done\n",
      "\n",
      "# All requested packages already installed.\n",
      "\n",
      "Collecting package metadata (current_repodata.json): ...working... done\n",
      "Solving environment: ...working... done\n",
      "\n",
      "# All requested packages already installed.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "!conda install -c conda-forge geopy --yes\n",
    "\n",
    "#!conda install -c conda-forge folium=0.5.0\n",
    "!conda install -c conda-forge folium --yes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np # library to handle data in a vectorized manner\n",
    "\n",
    "from geopy.geocoders import Nominatim # convert an address into latitude and longitude values\n",
    "\n",
    "# Matplotlib and associated plotting modules\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "\n",
    "import folium # map rendering library\n",
    "\n",
    "# import k-means from clustering stage\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "# Set pandas options\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_rows', None)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Create a map of Toronto with boroughs superimposed on top.\n",
    "* Use geopy library to get the latitude and longitude values of Toronto.\n",
    "* In order to define an instance of the geocoder, we need to define a user_agent. We will name our agent toronto_explorer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The geograpical coordinate of Toronto are 43.6534817, -79.3839347.\n"
     ]
    }
   ],
   "source": [
    "\n",
    "address = 'Toronto, Ontario'\n",
    "\n",
    "geolocator = Nominatim(user_agent=\"ny_explorer\")\n",
    "location = geolocator.geocode(address)\n",
    "latitude = location.latitude\n",
    "longitude = location.longitude\n",
    "print('The geograpical coordinate of Toronto are {}, {}.'.format(latitude, longitude))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Now, let's create the map of Toronto and its boroughs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
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<body>    
    
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        circle_marker_3afa2d479f3549e1aa641295e5575893.bindPopup(popup_2dda1ac6061749d9907a85d91bf21185)
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            var circle_marker_a2eb1981d7fa493b8b5abe584f0b4075 = L.circleMarker(
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        var popup_6285faf77f9e4880947e42bb62148ecb = L.popup({"maxWidth": "100%"});

        
            var html_8e3579dbdc884bfa91ca1619c28ce825 = $(`<div id="html_8e3579dbdc884bfa91ca1619c28ce825" style="width: 100.0%; height: 100.0%;">York, M6C, Humewood-Cedarvale</div>`)[0];
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        circle_marker_a2eb1981d7fa493b8b5abe584f0b4075.bindPopup(popup_6285faf77f9e4880947e42bb62148ecb)
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        var popup_8807df55492c4575934e8e375ab2cd3f = L.popup({"maxWidth": "100%"});

        
            var html_a0c98a29c2e843ec931a8b999b50fdc5 = $(`<div id="html_a0c98a29c2e843ec931a8b999b50fdc5" style="width: 100.0%; height: 100.0%;">Etobicoke, M9C, Eringate / Bloordale Gardens / Old Burnhamthorpe / Markland Wood</div>`)[0];
            popup_8807df55492c4575934e8e375ab2cd3f.setContent(html_a0c98a29c2e843ec931a8b999b50fdc5);
        

        circle_marker_efe382704cd54686ae43930c79283edb.bindPopup(popup_8807df55492c4575934e8e375ab2cd3f)
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            var circle_marker_21d84ce56d4645dab7f613d768afc6ba = L.circleMarker(
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            popup_3f19af711c3f42b6ab85501f43246e5e.setContent(html_4ca4caf0e5be42c5aab5b5407621ac05);
        

        circle_marker_21d84ce56d4645dab7f613d768afc6ba.bindPopup(popup_3f19af711c3f42b6ab85501f43246e5e)
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            var circle_marker_b34259f2ab7444008dc27c4e8b7903bb = L.circleMarker(
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        var popup_d524f9396eb84bc1b298421929e25dea = L.popup({"maxWidth": "100%"});

        
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            popup_d524f9396eb84bc1b298421929e25dea.setContent(html_38c293164d1e430d87d305fdc3790baa);
        

        circle_marker_b34259f2ab7444008dc27c4e8b7903bb.bindPopup(popup_d524f9396eb84bc1b298421929e25dea)
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            var circle_marker_31575f1096c649c4a374ce783b0ef4b4 = L.circleMarker(
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            popup_941f3a4ee7b848b5ab7aeb37e51a8413.setContent(html_365c5b171e9840df9c8491f0b73dc8af);
        

        circle_marker_31575f1096c649c4a374ce783b0ef4b4.bindPopup(popup_941f3a4ee7b848b5ab7aeb37e51a8413)
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            var circle_marker_611f759d5552414392d5c2d265bd9498 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
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        var popup_022cb7a647b84db68d3d61c14d8af358 = L.popup({"maxWidth": "100%"});

        
            var html_afff47e43b784f318dfd64ef16b8a7be = $(`<div id="html_afff47e43b784f318dfd64ef16b8a7be" style="width: 100.0%; height: 100.0%;">York, M6E, Caledonia-Fairbanks</div>`)[0];
            popup_022cb7a647b84db68d3d61c14d8af358.setContent(html_afff47e43b784f318dfd64ef16b8a7be);
        

        circle_marker_611f759d5552414392d5c2d265bd9498.bindPopup(popup_022cb7a647b84db68d3d61c14d8af358)
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            var circle_marker_bbef1a02d5e64d25ad4d592e38475d53 = L.circleMarker(
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        var popup_7f3ef7fd3cf04e4d96d783ce30e99c7e = L.popup({"maxWidth": "100%"});

        
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            popup_7f3ef7fd3cf04e4d96d783ce30e99c7e.setContent(html_8f957f705ad84aa9ba36d647922b2b66);
        

        circle_marker_bbef1a02d5e64d25ad4d592e38475d53.bindPopup(popup_7f3ef7fd3cf04e4d96d783ce30e99c7e)
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            var circle_marker_8b792203bbc74ec9b0f11ff6135e18fb = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_2d77ccd15cd94ac59ef5ea92322d76b7 = L.popup({"maxWidth": "100%"});

        
            var html_168791f258f04534b962c489a3690414 = $(`<div id="html_168791f258f04534b962c489a3690414" style="width: 100.0%; height: 100.0%;">East York, M4G, Leaside</div>`)[0];
            popup_2d77ccd15cd94ac59ef5ea92322d76b7.setContent(html_168791f258f04534b962c489a3690414);
        

        circle_marker_8b792203bbc74ec9b0f11ff6135e18fb.bindPopup(popup_2d77ccd15cd94ac59ef5ea92322d76b7)
        ;

        
    
    
            var circle_marker_f00b1c3788cc4f3ba90c55e608329745 = L.circleMarker(
                [43.6579524, -79.3873826],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_a12a79507b3249db9043f30b276f1d73 = L.popup({"maxWidth": "100%"});

        
            var html_24bdfe3c96324273a631096fcfcc4941 = $(`<div id="html_24bdfe3c96324273a631096fcfcc4941" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5G, Central Bay Street</div>`)[0];
            popup_a12a79507b3249db9043f30b276f1d73.setContent(html_24bdfe3c96324273a631096fcfcc4941);
        

        circle_marker_f00b1c3788cc4f3ba90c55e608329745.bindPopup(popup_a12a79507b3249db9043f30b276f1d73)
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            var circle_marker_866b9295164a48d7903b9edf140b366f = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
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            popup_0c6b9872ff7b443d892af73472c86e75.setContent(html_6ac287443b794a63a9c829c354678cbb);
        

        circle_marker_866b9295164a48d7903b9edf140b366f.bindPopup(popup_0c6b9872ff7b443d892af73472c86e75)
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            var circle_marker_065429c2cd2941c7bd1b5965ce3bd3c8 = L.circleMarker(
                [43.773136, -79.23947609999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_c3ade6091ba94f8ab0594a1ddb16e524 = L.popup({"maxWidth": "100%"});

        
            var html_a0003354905f4e25a8e420ee58981302 = $(`<div id="html_a0003354905f4e25a8e420ee58981302" style="width: 100.0%; height: 100.0%;">Scarborough, M1H, Cedarbrae</div>`)[0];
            popup_c3ade6091ba94f8ab0594a1ddb16e524.setContent(html_a0003354905f4e25a8e420ee58981302);
        

        circle_marker_065429c2cd2941c7bd1b5965ce3bd3c8.bindPopup(popup_c3ade6091ba94f8ab0594a1ddb16e524)
        ;

        
    
    
            var circle_marker_c9e7c04c6c9c4feab3a4e82b04df1b07 = L.circleMarker(
                [43.8037622, -79.3634517],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_7539c2b4383148ce9c83ee429621cfd3 = L.popup({"maxWidth": "100%"});

        
            var html_fb093951879247719e347b0ccbcb0d9d = $(`<div id="html_fb093951879247719e347b0ccbcb0d9d" style="width: 100.0%; height: 100.0%;">North York, M2H, Hillcrest Village</div>`)[0];
            popup_7539c2b4383148ce9c83ee429621cfd3.setContent(html_fb093951879247719e347b0ccbcb0d9d);
        

        circle_marker_c9e7c04c6c9c4feab3a4e82b04df1b07.bindPopup(popup_7539c2b4383148ce9c83ee429621cfd3)
        ;

        
    
    
            var circle_marker_7846f3642a65440a9f35d164727b9694 = L.circleMarker(
                [43.7543283, -79.4422593],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
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            var html_0ac1be7dc2184f6a904c350b8fbcea88 = $(`<div id="html_0ac1be7dc2184f6a904c350b8fbcea88" style="width: 100.0%; height: 100.0%;">North York, M3H, Bathurst Manor / Wilson Heights / Downsview North</div>`)[0];
            popup_02e3ecae44d140a89ca5f3fb24b54800.setContent(html_0ac1be7dc2184f6a904c350b8fbcea88);
        

        circle_marker_7846f3642a65440a9f35d164727b9694.bindPopup(popup_02e3ecae44d140a89ca5f3fb24b54800)
        ;

        
    
    
            var circle_marker_0181333b88af4dfbad5a56a132ec7d73 = L.circleMarker(
                [43.7053689, -79.34937190000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_bcc6724af1f44eabb142324aab3ef0d6 = L.popup({"maxWidth": "100%"});

        
            var html_3e2776d1b98f4b0290355f159549d237 = $(`<div id="html_3e2776d1b98f4b0290355f159549d237" style="width: 100.0%; height: 100.0%;">East York, M4H, Thorncliffe Park</div>`)[0];
            popup_bcc6724af1f44eabb142324aab3ef0d6.setContent(html_3e2776d1b98f4b0290355f159549d237);
        

        circle_marker_0181333b88af4dfbad5a56a132ec7d73.bindPopup(popup_bcc6724af1f44eabb142324aab3ef0d6)
        ;

        
    
    
            var circle_marker_707c828b88ba444f9efbfbcd00292c23 = L.circleMarker(
                [43.65057120000001, -79.3845675],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_2d44015beb6a4e419399740e2f7028b5 = L.popup({"maxWidth": "100%"});

        
            var html_69466070f3f14a6f8d4b6a407cd8e85c = $(`<div id="html_69466070f3f14a6f8d4b6a407cd8e85c" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5H, Richmond / Adelaide / King</div>`)[0];
            popup_2d44015beb6a4e419399740e2f7028b5.setContent(html_69466070f3f14a6f8d4b6a407cd8e85c);
        

        circle_marker_707c828b88ba444f9efbfbcd00292c23.bindPopup(popup_2d44015beb6a4e419399740e2f7028b5)
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            var circle_marker_eabba80e116b40f09710a6ac656f6b86 = L.circleMarker(
                [43.66900510000001, -79.4422593],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_c887310d10fe479fa0392355c09133d1 = L.popup({"maxWidth": "100%"});

        
            var html_5270c48cb37e4449a3e32e093e9455cb = $(`<div id="html_5270c48cb37e4449a3e32e093e9455cb" style="width: 100.0%; height: 100.0%;">West Toronto, M6H, Dufferin / Dovercourt Village</div>`)[0];
            popup_c887310d10fe479fa0392355c09133d1.setContent(html_5270c48cb37e4449a3e32e093e9455cb);
        

        circle_marker_eabba80e116b40f09710a6ac656f6b86.bindPopup(popup_c887310d10fe479fa0392355c09133d1)
        ;

        
    
    
            var circle_marker_27b03dc8b35a46c1b636cf5a3b5d70a6 = L.circleMarker(
                [43.7447342, -79.23947609999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_b034177a74984983927e28fa8fc859d0 = L.popup({"maxWidth": "100%"});

        
            var html_500ebaf17d46412796f83c69307b8741 = $(`<div id="html_500ebaf17d46412796f83c69307b8741" style="width: 100.0%; height: 100.0%;">Scarborough, M1J, Scarborough Village</div>`)[0];
            popup_b034177a74984983927e28fa8fc859d0.setContent(html_500ebaf17d46412796f83c69307b8741);
        

        circle_marker_27b03dc8b35a46c1b636cf5a3b5d70a6.bindPopup(popup_b034177a74984983927e28fa8fc859d0)
        ;

        
    
    
            var circle_marker_5558e431f8e74cfa948059b257c7268c = L.circleMarker(
                [43.7785175, -79.3465557],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_9c78ff8acde4448d8d6722fb5b5fe84b = L.popup({"maxWidth": "100%"});

        
            var html_1a68f5920de14eba8eecab942ce5c268 = $(`<div id="html_1a68f5920de14eba8eecab942ce5c268" style="width: 100.0%; height: 100.0%;">North York, M2J, Fairview / Henry Farm / Oriole</div>`)[0];
            popup_9c78ff8acde4448d8d6722fb5b5fe84b.setContent(html_1a68f5920de14eba8eecab942ce5c268);
        

        circle_marker_5558e431f8e74cfa948059b257c7268c.bindPopup(popup_9c78ff8acde4448d8d6722fb5b5fe84b)
        ;

        
    
    
            var circle_marker_4f1e821e15da47f5be990f35915726d8 = L.circleMarker(
                [43.7679803, -79.48726190000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_a426c8ee6259406fb4c0395dbe31d923 = L.popup({"maxWidth": "100%"});

        
            var html_cf8ae473bf7646098d242654e106b065 = $(`<div id="html_cf8ae473bf7646098d242654e106b065" style="width: 100.0%; height: 100.0%;">North York, M3J, Northwood Park / York University</div>`)[0];
            popup_a426c8ee6259406fb4c0395dbe31d923.setContent(html_cf8ae473bf7646098d242654e106b065);
        

        circle_marker_4f1e821e15da47f5be990f35915726d8.bindPopup(popup_a426c8ee6259406fb4c0395dbe31d923)
        ;

        
    
    
            var circle_marker_c1f4504391b04b559361f995970ae783 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_e0934ef92a3a453994593ee5cfbe3981 = L.popup({"maxWidth": "100%"});

        
            var html_f56097443aba4249be815ab849e2ad7e = $(`<div id="html_f56097443aba4249be815ab849e2ad7e" style="width: 100.0%; height: 100.0%;">East York, M4J, East Toronto</div>`)[0];
            popup_e0934ef92a3a453994593ee5cfbe3981.setContent(html_f56097443aba4249be815ab849e2ad7e);
        

        circle_marker_c1f4504391b04b559361f995970ae783.bindPopup(popup_e0934ef92a3a453994593ee5cfbe3981)
        ;

        
    
    
            var circle_marker_32e42ecec07f4209aa186701a12389f8 = L.circleMarker(
                [43.6408157, -79.38175229999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_842a2dfd254e475389b6d9a2f351f9c0 = L.popup({"maxWidth": "100%"});

        
            var html_b47e6982b79c4a4ca187f023e695a0c0 = $(`<div id="html_b47e6982b79c4a4ca187f023e695a0c0" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5J, Harbourfront East / Union Station / Toronto Islands</div>`)[0];
            popup_842a2dfd254e475389b6d9a2f351f9c0.setContent(html_b47e6982b79c4a4ca187f023e695a0c0);
        

        circle_marker_32e42ecec07f4209aa186701a12389f8.bindPopup(popup_842a2dfd254e475389b6d9a2f351f9c0)
        ;

        
    
    
            var circle_marker_923018581e6a40f08873ebd3da5ecfa1 = L.circleMarker(
                [43.647926700000006, -79.4197497],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_95cdb94fb3c64481b9ad74eece2c8c73 = L.popup({"maxWidth": "100%"});

        
            var html_74efcd5593194de7871a3793e7c74474 = $(`<div id="html_74efcd5593194de7871a3793e7c74474" style="width: 100.0%; height: 100.0%;">West Toronto, M6J, Little Portugal / Trinity</div>`)[0];
            popup_95cdb94fb3c64481b9ad74eece2c8c73.setContent(html_74efcd5593194de7871a3793e7c74474);
        

        circle_marker_923018581e6a40f08873ebd3da5ecfa1.bindPopup(popup_95cdb94fb3c64481b9ad74eece2c8c73)
        ;

        
    
    
            var circle_marker_e9853f08167b422298193c8e0ee5c73e = L.circleMarker(
                [43.7279292, -79.26202940000002],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_2d22cc5692c84b329e05f55998a69ead = L.popup({"maxWidth": "100%"});

        
            var html_1ddc7f9418304456b235937ba41f5e89 = $(`<div id="html_1ddc7f9418304456b235937ba41f5e89" style="width: 100.0%; height: 100.0%;">Scarborough, M1K, Kennedy Park / Ionview / East Birchmount Park</div>`)[0];
            popup_2d22cc5692c84b329e05f55998a69ead.setContent(html_1ddc7f9418304456b235937ba41f5e89);
        

        circle_marker_e9853f08167b422298193c8e0ee5c73e.bindPopup(popup_2d22cc5692c84b329e05f55998a69ead)
        ;

        
    
    
            var circle_marker_2a040a01cf994978b90d55637565498f = L.circleMarker(
                [43.7869473, -79.385975],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_db48cb69cd424a5f92f3be347db996d5 = L.popup({"maxWidth": "100%"});

        
            var html_ba2b35106e2b4c65a6fc07c19fa42b0e = $(`<div id="html_ba2b35106e2b4c65a6fc07c19fa42b0e" style="width: 100.0%; height: 100.0%;">North York, M2K, Bayview Village</div>`)[0];
            popup_db48cb69cd424a5f92f3be347db996d5.setContent(html_ba2b35106e2b4c65a6fc07c19fa42b0e);
        

        circle_marker_2a040a01cf994978b90d55637565498f.bindPopup(popup_db48cb69cd424a5f92f3be347db996d5)
        ;

        
    
    
            var circle_marker_945f53d5127f42b8837093dd94d4d1f2 = L.circleMarker(
                [43.737473200000004, -79.46476329999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_06d5a76015524bc5b9cd03e26f6d7701 = L.popup({"maxWidth": "100%"});

        
            var html_aa8285331a284661b76ac9bc46865e4a = $(`<div id="html_aa8285331a284661b76ac9bc46865e4a" style="width: 100.0%; height: 100.0%;">North York, M3K, Downsview</div>`)[0];
            popup_06d5a76015524bc5b9cd03e26f6d7701.setContent(html_aa8285331a284661b76ac9bc46865e4a);
        

        circle_marker_945f53d5127f42b8837093dd94d4d1f2.bindPopup(popup_06d5a76015524bc5b9cd03e26f6d7701)
        ;

        
    
    
            var circle_marker_529cfa9783744cb0970040e09ce1d34c = L.circleMarker(
                [43.6795571, -79.352188],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_ce99e39e8a564a39bcf00ad05db460d8 = L.popup({"maxWidth": "100%"});

        
            var html_03e442e5e5eb429abcfcf7f9d0546f4e = $(`<div id="html_03e442e5e5eb429abcfcf7f9d0546f4e" style="width: 100.0%; height: 100.0%;">East Toronto, M4K, The Danforth West / Riverdale</div>`)[0];
            popup_ce99e39e8a564a39bcf00ad05db460d8.setContent(html_03e442e5e5eb429abcfcf7f9d0546f4e);
        

        circle_marker_529cfa9783744cb0970040e09ce1d34c.bindPopup(popup_ce99e39e8a564a39bcf00ad05db460d8)
        ;

        
    
    
            var circle_marker_093db014b3424eddb9ce2d678a7280b3 = L.circleMarker(
                [43.6471768, -79.38157640000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_b5e42057f49a46c7be4062b82871164e = L.popup({"maxWidth": "100%"});

        
            var html_58bf8e45e6a243faa280b902df233f35 = $(`<div id="html_58bf8e45e6a243faa280b902df233f35" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5K, Toronto Dominion Centre / Design Exchange</div>`)[0];
            popup_b5e42057f49a46c7be4062b82871164e.setContent(html_58bf8e45e6a243faa280b902df233f35);
        

        circle_marker_093db014b3424eddb9ce2d678a7280b3.bindPopup(popup_b5e42057f49a46c7be4062b82871164e)
        ;

        
    
    
            var circle_marker_248e915891d149c38cd74b66220660d3 = L.circleMarker(
                [43.6368472, -79.42819140000002],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_3ccd86bb1b0845e38de0bc934e10de96 = L.popup({"maxWidth": "100%"});

        
            var html_977ca111e657438382d0680400d534e0 = $(`<div id="html_977ca111e657438382d0680400d534e0" style="width: 100.0%; height: 100.0%;">West Toronto, M6K, Brockton / Parkdale Village / Exhibition Place</div>`)[0];
            popup_3ccd86bb1b0845e38de0bc934e10de96.setContent(html_977ca111e657438382d0680400d534e0);
        

        circle_marker_248e915891d149c38cd74b66220660d3.bindPopup(popup_3ccd86bb1b0845e38de0bc934e10de96)
        ;

        
    
    
            var circle_marker_3e60e17f0fd641cd8121fab6d6ee3294 = L.circleMarker(
                [43.711111700000004, -79.2845772],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_0e9d276ee4254eefb547f03148b41f72 = L.popup({"maxWidth": "100%"});

        
            var html_b461d360f26a4aefb7970f6ab48e3647 = $(`<div id="html_b461d360f26a4aefb7970f6ab48e3647" style="width: 100.0%; height: 100.0%;">Scarborough, M1L, Golden Mile / Clairlea / Oakridge</div>`)[0];
            popup_0e9d276ee4254eefb547f03148b41f72.setContent(html_b461d360f26a4aefb7970f6ab48e3647);
        

        circle_marker_3e60e17f0fd641cd8121fab6d6ee3294.bindPopup(popup_0e9d276ee4254eefb547f03148b41f72)
        ;

        
    
    
            var circle_marker_d69834be439142a6bfe99d87e705e6a3 = L.circleMarker(
                [43.7574902, -79.37471409999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_0037af427758403789e2e4b0f13831f1 = L.popup({"maxWidth": "100%"});

        
            var html_9b1b5d8dcfd74d2d8772c16db8ebd216 = $(`<div id="html_9b1b5d8dcfd74d2d8772c16db8ebd216" style="width: 100.0%; height: 100.0%;">North York, M2L, York Mills / Silver Hills</div>`)[0];
            popup_0037af427758403789e2e4b0f13831f1.setContent(html_9b1b5d8dcfd74d2d8772c16db8ebd216);
        

        circle_marker_d69834be439142a6bfe99d87e705e6a3.bindPopup(popup_0037af427758403789e2e4b0f13831f1)
        ;

        
    
    
            var circle_marker_027ee4a6a13740479792de5e15eaa1bf = L.circleMarker(
                [43.7390146, -79.5069436],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_0f45f17acdb742db8724daac2a55feba = L.popup({"maxWidth": "100%"});

        
            var html_7fa77fdb254d4aea87be0f46821423a6 = $(`<div id="html_7fa77fdb254d4aea87be0f46821423a6" style="width: 100.0%; height: 100.0%;">North York, M3L, Downsview</div>`)[0];
            popup_0f45f17acdb742db8724daac2a55feba.setContent(html_7fa77fdb254d4aea87be0f46821423a6);
        

        circle_marker_027ee4a6a13740479792de5e15eaa1bf.bindPopup(popup_0f45f17acdb742db8724daac2a55feba)
        ;

        
    
    
            var circle_marker_9a34aefe8d054506900be175a798eb93 = L.circleMarker(
                [43.6689985, -79.31557159999998],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_51c1a109222b4a62862925a4bc99383f = L.popup({"maxWidth": "100%"});

        
            var html_feddfe97ff8b4dd8b04651ad4e9fbe39 = $(`<div id="html_feddfe97ff8b4dd8b04651ad4e9fbe39" style="width: 100.0%; height: 100.0%;">East Toronto, M4L, India Bazaar / The Beaches West</div>`)[0];
            popup_51c1a109222b4a62862925a4bc99383f.setContent(html_feddfe97ff8b4dd8b04651ad4e9fbe39);
        

        circle_marker_9a34aefe8d054506900be175a798eb93.bindPopup(popup_51c1a109222b4a62862925a4bc99383f)
        ;

        
    
    
            var circle_marker_9a2eb61edab24d3dabb29766e6f4b53e = L.circleMarker(
                [43.6481985, -79.37981690000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_9173057fbca44ea7a5ab2f59625ba40a = L.popup({"maxWidth": "100%"});

        
            var html_d0bca6e65e164fa387f0a24d560988f9 = $(`<div id="html_d0bca6e65e164fa387f0a24d560988f9" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5L, Commerce Court / Victoria Hotel</div>`)[0];
            popup_9173057fbca44ea7a5ab2f59625ba40a.setContent(html_d0bca6e65e164fa387f0a24d560988f9);
        

        circle_marker_9a2eb61edab24d3dabb29766e6f4b53e.bindPopup(popup_9173057fbca44ea7a5ab2f59625ba40a)
        ;

        
    
    
            var circle_marker_edf6374bc4804f7fa028837bc1037bd4 = L.circleMarker(
                [43.713756200000006, -79.4900738],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_d56926caf5ed4ed5a55fe4610df8d7c3 = L.popup({"maxWidth": "100%"});

        
            var html_fb4447ca4c284519b261c9a1f8b71513 = $(`<div id="html_fb4447ca4c284519b261c9a1f8b71513" style="width: 100.0%; height: 100.0%;">North York, M6L, North Park / Maple Leaf Park / Upwood Park</div>`)[0];
            popup_d56926caf5ed4ed5a55fe4610df8d7c3.setContent(html_fb4447ca4c284519b261c9a1f8b71513);
        

        circle_marker_edf6374bc4804f7fa028837bc1037bd4.bindPopup(popup_d56926caf5ed4ed5a55fe4610df8d7c3)
        ;

        
    
    
            var circle_marker_8e23852726d24ac683a2d0538d7d7596 = L.circleMarker(
                [43.7563033, -79.56596329999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_214fbb2247c5497e8ee36c79ef683827 = L.popup({"maxWidth": "100%"});

        
            var html_ae3b599d6b154f9ab07b5024b9984d6d = $(`<div id="html_ae3b599d6b154f9ab07b5024b9984d6d" style="width: 100.0%; height: 100.0%;">North York, M9L, Humber Summit</div>`)[0];
            popup_214fbb2247c5497e8ee36c79ef683827.setContent(html_ae3b599d6b154f9ab07b5024b9984d6d);
        

        circle_marker_8e23852726d24ac683a2d0538d7d7596.bindPopup(popup_214fbb2247c5497e8ee36c79ef683827)
        ;

        
    
    
            var circle_marker_99cb56b3c075436fbc74e794494af05d = L.circleMarker(
                [43.716316, -79.23947609999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_c808f41c91b6495db43f1d8f1c9af202 = L.popup({"maxWidth": "100%"});

        
            var html_e1c429e341ad45c1b3ec02f4907d07a8 = $(`<div id="html_e1c429e341ad45c1b3ec02f4907d07a8" style="width: 100.0%; height: 100.0%;">Scarborough, M1M, Cliffside / Cliffcrest / Scarborough Village West</div>`)[0];
            popup_c808f41c91b6495db43f1d8f1c9af202.setContent(html_e1c429e341ad45c1b3ec02f4907d07a8);
        

        circle_marker_99cb56b3c075436fbc74e794494af05d.bindPopup(popup_c808f41c91b6495db43f1d8f1c9af202)
        ;

        
    
    
            var circle_marker_ace0319480434cd0ac94a0cbb1ab1f20 = L.circleMarker(
                [43.789053, -79.40849279999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_a0959feeb2584730804dd85b3e9c555d = L.popup({"maxWidth": "100%"});

        
            var html_f82db19295ee48669c08db5ed113d3be = $(`<div id="html_f82db19295ee48669c08db5ed113d3be" style="width: 100.0%; height: 100.0%;">North York, M2M, Willowdale / Newtonbrook</div>`)[0];
            popup_a0959feeb2584730804dd85b3e9c555d.setContent(html_f82db19295ee48669c08db5ed113d3be);
        

        circle_marker_ace0319480434cd0ac94a0cbb1ab1f20.bindPopup(popup_a0959feeb2584730804dd85b3e9c555d)
        ;

        
    
    
            var circle_marker_e9e426c592cf406ba7ef1625a9137cb2 = L.circleMarker(
                [43.7284964, -79.49569740000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_4ec4c617834d46d29806f5e20635a2e2 = L.popup({"maxWidth": "100%"});

        
            var html_8ad8211c2b0e4d368afb101d424d3325 = $(`<div id="html_8ad8211c2b0e4d368afb101d424d3325" style="width: 100.0%; height: 100.0%;">North York, M3M, Downsview</div>`)[0];
            popup_4ec4c617834d46d29806f5e20635a2e2.setContent(html_8ad8211c2b0e4d368afb101d424d3325);
        

        circle_marker_e9e426c592cf406ba7ef1625a9137cb2.bindPopup(popup_4ec4c617834d46d29806f5e20635a2e2)
        ;

        
    
    
            var circle_marker_6563ea1228f84611a5484a3c0cf25c22 = L.circleMarker(
                [43.6595255, -79.340923],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_5fb15dc60c314883b6829a0edb59f174 = L.popup({"maxWidth": "100%"});

        
            var html_e9dbd27f824d42b08908e5c5b96b6841 = $(`<div id="html_e9dbd27f824d42b08908e5c5b96b6841" style="width: 100.0%; height: 100.0%;">East Toronto, M4M, Studio District</div>`)[0];
            popup_5fb15dc60c314883b6829a0edb59f174.setContent(html_e9dbd27f824d42b08908e5c5b96b6841);
        

        circle_marker_6563ea1228f84611a5484a3c0cf25c22.bindPopup(popup_5fb15dc60c314883b6829a0edb59f174)
        ;

        
    
    
            var circle_marker_fcdae5a2ffea45729f9f3f138045948e = L.circleMarker(
                [43.7332825, -79.4197497],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_d96458022d744b74a39d397870f3857d = L.popup({"maxWidth": "100%"});

        
            var html_1aa636e4bbc14833a20b9718488c36b1 = $(`<div id="html_1aa636e4bbc14833a20b9718488c36b1" style="width: 100.0%; height: 100.0%;">North York, M5M, Bedford Park / Lawrence Manor East</div>`)[0];
            popup_d96458022d744b74a39d397870f3857d.setContent(html_1aa636e4bbc14833a20b9718488c36b1);
        

        circle_marker_fcdae5a2ffea45729f9f3f138045948e.bindPopup(popup_d96458022d744b74a39d397870f3857d)
        ;

        
    
    
            var circle_marker_25d15f3abd2c4b77a0a273ecfc3020d4 = L.circleMarker(
                [43.6911158, -79.47601329999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_12d029f0b1fc41dcb24d5b12daf7b3ed = L.popup({"maxWidth": "100%"});

        
            var html_c45e7afd20f24f6e91c04b096333c808 = $(`<div id="html_c45e7afd20f24f6e91c04b096333c808" style="width: 100.0%; height: 100.0%;">York, M6M, Del Ray / Mount Dennis / Keelsdale and Silverthorn</div>`)[0];
            popup_12d029f0b1fc41dcb24d5b12daf7b3ed.setContent(html_c45e7afd20f24f6e91c04b096333c808);
        

        circle_marker_25d15f3abd2c4b77a0a273ecfc3020d4.bindPopup(popup_12d029f0b1fc41dcb24d5b12daf7b3ed)
        ;

        
    
    
            var circle_marker_061018f986964412914f93ef762abda3 = L.circleMarker(
                [43.7247659, -79.53224240000002],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_485550a3b3ce46caa11f20c09e567d22 = L.popup({"maxWidth": "100%"});

        
            var html_e8a6f3ff20b94c20bfb154744955c338 = $(`<div id="html_e8a6f3ff20b94c20bfb154744955c338" style="width: 100.0%; height: 100.0%;">North York, M9M, Humberlea / Emery</div>`)[0];
            popup_485550a3b3ce46caa11f20c09e567d22.setContent(html_e8a6f3ff20b94c20bfb154744955c338);
        

        circle_marker_061018f986964412914f93ef762abda3.bindPopup(popup_485550a3b3ce46caa11f20c09e567d22)
        ;

        
    
    
            var circle_marker_f29f01fcf2114f709bbfa6a4ed19acec = L.circleMarker(
                [43.692657000000004, -79.2648481],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_9533dbdf4e804c348e001e8065751faa = L.popup({"maxWidth": "100%"});

        
            var html_376ce5a2e9ab4099b5bbbfcf04550d1e = $(`<div id="html_376ce5a2e9ab4099b5bbbfcf04550d1e" style="width: 100.0%; height: 100.0%;">Scarborough, M1N, Birch Cliff / Cliffside West</div>`)[0];
            popup_9533dbdf4e804c348e001e8065751faa.setContent(html_376ce5a2e9ab4099b5bbbfcf04550d1e);
        

        circle_marker_f29f01fcf2114f709bbfa6a4ed19acec.bindPopup(popup_9533dbdf4e804c348e001e8065751faa)
        ;

        
    
    
            var circle_marker_09cdfb002af645158069a0162cc239a6 = L.circleMarker(
                [43.7701199, -79.40849279999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_b0d7b2d07b3e4c968b65d10be59f8eca = L.popup({"maxWidth": "100%"});

        
            var html_dea64c25ab654c5faa1d66d162ee6e1b = $(`<div id="html_dea64c25ab654c5faa1d66d162ee6e1b" style="width: 100.0%; height: 100.0%;">North York, M2N, Willowdale</div>`)[0];
            popup_b0d7b2d07b3e4c968b65d10be59f8eca.setContent(html_dea64c25ab654c5faa1d66d162ee6e1b);
        

        circle_marker_09cdfb002af645158069a0162cc239a6.bindPopup(popup_b0d7b2d07b3e4c968b65d10be59f8eca)
        ;

        
    
    
            var circle_marker_174682ef9cf04589bad8790d5c4c4544 = L.circleMarker(
                [43.7616313, -79.52099940000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_c314cfc2d11f41f8979d1a4135b34bfb = L.popup({"maxWidth": "100%"});

        
            var html_19ae63f0335f4d36bceebc7cf785af56 = $(`<div id="html_19ae63f0335f4d36bceebc7cf785af56" style="width: 100.0%; height: 100.0%;">North York, M3N, Downsview</div>`)[0];
            popup_c314cfc2d11f41f8979d1a4135b34bfb.setContent(html_19ae63f0335f4d36bceebc7cf785af56);
        

        circle_marker_174682ef9cf04589bad8790d5c4c4544.bindPopup(popup_c314cfc2d11f41f8979d1a4135b34bfb)
        ;

        
    
    
            var circle_marker_fafb34b19aaf4b449fdb7fc234ed48c4 = L.circleMarker(
                [43.7280205, -79.3887901],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_5860f60796424263a4aab4cde6713b0d = L.popup({"maxWidth": "100%"});

        
            var html_54f5d00d67f34bb0bf42b73a73570d9c = $(`<div id="html_54f5d00d67f34bb0bf42b73a73570d9c" style="width: 100.0%; height: 100.0%;">Central Toronto, M4N, Lawrence Park</div>`)[0];
            popup_5860f60796424263a4aab4cde6713b0d.setContent(html_54f5d00d67f34bb0bf42b73a73570d9c);
        

        circle_marker_fafb34b19aaf4b449fdb7fc234ed48c4.bindPopup(popup_5860f60796424263a4aab4cde6713b0d)
        ;

        
    
    
            var circle_marker_515ef47e44bc478eadc93827d31e5da4 = L.circleMarker(
                [43.7116948, -79.41693559999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_e62cd36b5cee42b2a5ebd3db3d243618 = L.popup({"maxWidth": "100%"});

        
            var html_53ae3b1622e34c419ed5f4c273083e1d = $(`<div id="html_53ae3b1622e34c419ed5f4c273083e1d" style="width: 100.0%; height: 100.0%;">Central Toronto, M5N, Roselawn</div>`)[0];
            popup_e62cd36b5cee42b2a5ebd3db3d243618.setContent(html_53ae3b1622e34c419ed5f4c273083e1d);
        

        circle_marker_515ef47e44bc478eadc93827d31e5da4.bindPopup(popup_e62cd36b5cee42b2a5ebd3db3d243618)
        ;

        
    
    
            var circle_marker_27a06b4cb7854f939266b0f3c865d846 = L.circleMarker(
                [43.67318529999999, -79.48726190000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_f73587ba4413449eb9969008dcb9e913 = L.popup({"maxWidth": "100%"});

        
            var html_fc69753d786c4bacb0b4d28fc4b41b26 = $(`<div id="html_fc69753d786c4bacb0b4d28fc4b41b26" style="width: 100.0%; height: 100.0%;">York, M6N, Runnymede / The Junction North</div>`)[0];
            popup_f73587ba4413449eb9969008dcb9e913.setContent(html_fc69753d786c4bacb0b4d28fc4b41b26);
        

        circle_marker_27a06b4cb7854f939266b0f3c865d846.bindPopup(popup_f73587ba4413449eb9969008dcb9e913)
        ;

        
    
    
            var circle_marker_941e73f9531c4ab89ba646c29c419341 = L.circleMarker(
                [43.706876, -79.51818840000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_461e648dc6eb4614b37279e2857c455c = L.popup({"maxWidth": "100%"});

        
            var html_da3aa5c03a754086a37a9740a7b363da = $(`<div id="html_da3aa5c03a754086a37a9740a7b363da" style="width: 100.0%; height: 100.0%;">York, M9N, Weston</div>`)[0];
            popup_461e648dc6eb4614b37279e2857c455c.setContent(html_da3aa5c03a754086a37a9740a7b363da);
        

        circle_marker_941e73f9531c4ab89ba646c29c419341.bindPopup(popup_461e648dc6eb4614b37279e2857c455c)
        ;

        
    
    
            var circle_marker_266c65c543fb4b65a17773c8031af273 = L.circleMarker(
                [43.7574096, -79.27330400000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_b41e4583ebbd4a57992b16d204ef11ef = L.popup({"maxWidth": "100%"});

        
            var html_b9a66611ef504a669d58d190870d1c49 = $(`<div id="html_b9a66611ef504a669d58d190870d1c49" style="width: 100.0%; height: 100.0%;">Scarborough, M1P, Dorset Park / Wexford Heights / Scarborough Town Centre</div>`)[0];
            popup_b41e4583ebbd4a57992b16d204ef11ef.setContent(html_b9a66611ef504a669d58d190870d1c49);
        

        circle_marker_266c65c543fb4b65a17773c8031af273.bindPopup(popup_b41e4583ebbd4a57992b16d204ef11ef)
        ;

        
    
    
            var circle_marker_d605928a97054c0aa656626b87507b2d = L.circleMarker(
                [43.752758299999996, -79.4000493],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_536ef6098a8a4f7ca6c1709fd4f388f9 = L.popup({"maxWidth": "100%"});

        
            var html_ceb0d8b855ca4a889ce7e51705e2ed7c = $(`<div id="html_ceb0d8b855ca4a889ce7e51705e2ed7c" style="width: 100.0%; height: 100.0%;">North York, M2P, York Mills West</div>`)[0];
            popup_536ef6098a8a4f7ca6c1709fd4f388f9.setContent(html_ceb0d8b855ca4a889ce7e51705e2ed7c);
        

        circle_marker_d605928a97054c0aa656626b87507b2d.bindPopup(popup_536ef6098a8a4f7ca6c1709fd4f388f9)
        ;

        
    
    
            var circle_marker_adcf5f90e06d4960b4fd4eee11902a98 = L.circleMarker(
                [43.7127511, -79.3901975],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_d765b895bc044330b48083734ad1a73a = L.popup({"maxWidth": "100%"});

        
            var html_b8b0c9985fd844c5a1d8a154d786f716 = $(`<div id="html_b8b0c9985fd844c5a1d8a154d786f716" style="width: 100.0%; height: 100.0%;">Central Toronto, M4P, Davisville North</div>`)[0];
            popup_d765b895bc044330b48083734ad1a73a.setContent(html_b8b0c9985fd844c5a1d8a154d786f716);
        

        circle_marker_adcf5f90e06d4960b4fd4eee11902a98.bindPopup(popup_d765b895bc044330b48083734ad1a73a)
        ;

        
    
    
            var circle_marker_fceeb7854c244405b5acc6235be7533e = L.circleMarker(
                [43.6969476, -79.41130720000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_69a4a25e89bd43b191e64eca260791b0 = L.popup({"maxWidth": "100%"});

        
            var html_ba11ddc2daad45068852b5c5534610b0 = $(`<div id="html_ba11ddc2daad45068852b5c5534610b0" style="width: 100.0%; height: 100.0%;">Central Toronto, M5P, Forest Hill North &amp; West</div>`)[0];
            popup_69a4a25e89bd43b191e64eca260791b0.setContent(html_ba11ddc2daad45068852b5c5534610b0);
        

        circle_marker_fceeb7854c244405b5acc6235be7533e.bindPopup(popup_69a4a25e89bd43b191e64eca260791b0)
        ;

        
    
    
            var circle_marker_55ed347580f942b198ebac895fffe8a2 = L.circleMarker(
                [43.6616083, -79.46476329999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_782b73afd6c34ab59ba75a352774eb79 = L.popup({"maxWidth": "100%"});

        
            var html_e6b61825023742b68aa47de1d3e9d713 = $(`<div id="html_e6b61825023742b68aa47de1d3e9d713" style="width: 100.0%; height: 100.0%;">West Toronto, M6P, High Park / The Junction South</div>`)[0];
            popup_782b73afd6c34ab59ba75a352774eb79.setContent(html_e6b61825023742b68aa47de1d3e9d713);
        

        circle_marker_55ed347580f942b198ebac895fffe8a2.bindPopup(popup_782b73afd6c34ab59ba75a352774eb79)
        ;

        
    
    
            var circle_marker_cf3b4a5e53a54977a53ec42d6e25f4e9 = L.circleMarker(
                [43.696319, -79.53224240000002],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_ec4360148eea4465b0a1f15adacd4c93 = L.popup({"maxWidth": "100%"});

        
            var html_76e01bbd241b4e938628702e5ca03610 = $(`<div id="html_76e01bbd241b4e938628702e5ca03610" style="width: 100.0%; height: 100.0%;">Etobicoke, M9P, Westmount</div>`)[0];
            popup_ec4360148eea4465b0a1f15adacd4c93.setContent(html_76e01bbd241b4e938628702e5ca03610);
        

        circle_marker_cf3b4a5e53a54977a53ec42d6e25f4e9.bindPopup(popup_ec4360148eea4465b0a1f15adacd4c93)
        ;

        
    
    
            var circle_marker_5efa6e57d10b4c1db38e82d5699bd400 = L.circleMarker(
                [43.750071500000004, -79.2958491],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_83387114b0294136a1be8d164f38b6a7 = L.popup({"maxWidth": "100%"});

        
            var html_c7f5ca453ef34cce806e70f1a0e29175 = $(`<div id="html_c7f5ca453ef34cce806e70f1a0e29175" style="width: 100.0%; height: 100.0%;">Scarborough, M1R, Wexford / Maryvale</div>`)[0];
            popup_83387114b0294136a1be8d164f38b6a7.setContent(html_c7f5ca453ef34cce806e70f1a0e29175);
        

        circle_marker_5efa6e57d10b4c1db38e82d5699bd400.bindPopup(popup_83387114b0294136a1be8d164f38b6a7)
        ;

        
    
    
            var circle_marker_f18b439496954bfda6d8fc2eeb1711a7 = L.circleMarker(
                [43.7827364, -79.4422593],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_92ebb2535cd94459b1aed6a9249e0603 = L.popup({"maxWidth": "100%"});

        
            var html_83b67a6b226e48e0b56a2301894fa06e = $(`<div id="html_83b67a6b226e48e0b56a2301894fa06e" style="width: 100.0%; height: 100.0%;">North York, M2R, Willowdale</div>`)[0];
            popup_92ebb2535cd94459b1aed6a9249e0603.setContent(html_83b67a6b226e48e0b56a2301894fa06e);
        

        circle_marker_f18b439496954bfda6d8fc2eeb1711a7.bindPopup(popup_92ebb2535cd94459b1aed6a9249e0603)
        ;

        
    
    
            var circle_marker_d657a880491943b7961dec18b1f3e65f = L.circleMarker(
                [43.7153834, -79.40567840000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_646c140304d344fcbb55015ddb4a7fd9 = L.popup({"maxWidth": "100%"});

        
            var html_9368481f754a41979b77af8a5dfdfe33 = $(`<div id="html_9368481f754a41979b77af8a5dfdfe33" style="width: 100.0%; height: 100.0%;">Central Toronto, M4R, North Toronto West</div>`)[0];
            popup_646c140304d344fcbb55015ddb4a7fd9.setContent(html_9368481f754a41979b77af8a5dfdfe33);
        

        circle_marker_d657a880491943b7961dec18b1f3e65f.bindPopup(popup_646c140304d344fcbb55015ddb4a7fd9)
        ;

        
    
    
            var circle_marker_190cc78f212e45ff95b49487edcd0b01 = L.circleMarker(
                [43.6727097, -79.40567840000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_adbc72e667cf41ceb425f51714433775 = L.popup({"maxWidth": "100%"});

        
            var html_059fa215afc64247a24561b9b92d7ee1 = $(`<div id="html_059fa215afc64247a24561b9b92d7ee1" style="width: 100.0%; height: 100.0%;">Central Toronto, M5R, The Annex / North Midtown / Yorkville</div>`)[0];
            popup_adbc72e667cf41ceb425f51714433775.setContent(html_059fa215afc64247a24561b9b92d7ee1);
        

        circle_marker_190cc78f212e45ff95b49487edcd0b01.bindPopup(popup_adbc72e667cf41ceb425f51714433775)
        ;

        
    
    
            var circle_marker_104abc107f7e44e1aa23263113e03800 = L.circleMarker(
                [43.6489597, -79.456325],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_ed4af7b02394456ba3b8cede85baed0e = L.popup({"maxWidth": "100%"});

        
            var html_076d1353b4144c4bb6df01a1c85d603a = $(`<div id="html_076d1353b4144c4bb6df01a1c85d603a" style="width: 100.0%; height: 100.0%;">West Toronto, M6R, Parkdale / Roncesvalles</div>`)[0];
            popup_ed4af7b02394456ba3b8cede85baed0e.setContent(html_076d1353b4144c4bb6df01a1c85d603a);
        

        circle_marker_104abc107f7e44e1aa23263113e03800.bindPopup(popup_ed4af7b02394456ba3b8cede85baed0e)
        ;

        
    
    
            var circle_marker_297836e3bcd64e7eb6be3f1989f67ff7 = L.circleMarker(
                [43.6369656, -79.61581899999999],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_430335f9634c41cf9ad6b4049f9fc792 = L.popup({"maxWidth": "100%"});

        
            var html_605d330bbcd341cb965b7ff570af5bd1 = $(`<div id="html_605d330bbcd341cb965b7ff570af5bd1" style="width: 100.0%; height: 100.0%;">Mississauga, M7R, Canada Post Gateway Processing Centre</div>`)[0];
            popup_430335f9634c41cf9ad6b4049f9fc792.setContent(html_605d330bbcd341cb965b7ff570af5bd1);
        

        circle_marker_297836e3bcd64e7eb6be3f1989f67ff7.bindPopup(popup_430335f9634c41cf9ad6b4049f9fc792)
        ;

        
    
    
            var circle_marker_670723db38794767a4db8a471694eabe = L.circleMarker(
                [43.6889054, -79.55472440000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_6d5bb2f47e9f4be4bfbbd06fd6323ef3 = L.popup({"maxWidth": "100%"});

        
            var html_2e16d5f75f81471983ed634a15772503 = $(`<div id="html_2e16d5f75f81471983ed634a15772503" style="width: 100.0%; height: 100.0%;">Etobicoke, M9R, Kingsview Village / St. Phillips / Martin Grove Gardens / Richview Gardens</div>`)[0];
            popup_6d5bb2f47e9f4be4bfbbd06fd6323ef3.setContent(html_2e16d5f75f81471983ed634a15772503);
        

        circle_marker_670723db38794767a4db8a471694eabe.bindPopup(popup_6d5bb2f47e9f4be4bfbbd06fd6323ef3)
        ;

        
    
    
            var circle_marker_c4e0ca1055854510a6ebb483ca765de3 = L.circleMarker(
                [43.7942003, -79.26202940000002],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_a1fbd689cea64d359af8857bcf88ce2e = L.popup({"maxWidth": "100%"});

        
            var html_ee96ae771bad4d7784ad21d899d8d870 = $(`<div id="html_ee96ae771bad4d7784ad21d899d8d870" style="width: 100.0%; height: 100.0%;">Scarborough, M1S, Agincourt</div>`)[0];
            popup_a1fbd689cea64d359af8857bcf88ce2e.setContent(html_ee96ae771bad4d7784ad21d899d8d870);
        

        circle_marker_c4e0ca1055854510a6ebb483ca765de3.bindPopup(popup_a1fbd689cea64d359af8857bcf88ce2e)
        ;

        
    
    
            var circle_marker_178783425ba04edbb32193d0f2133a2e = L.circleMarker(
                [43.7043244, -79.3887901],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_e0c922c2c17748d6857e8f5766c6f4f2 = L.popup({"maxWidth": "100%"});

        
            var html_9c13f5a759924dada7f5a61bf272b335 = $(`<div id="html_9c13f5a759924dada7f5a61bf272b335" style="width: 100.0%; height: 100.0%;">Central Toronto, M4S, Davisville</div>`)[0];
            popup_e0c922c2c17748d6857e8f5766c6f4f2.setContent(html_9c13f5a759924dada7f5a61bf272b335);
        

        circle_marker_178783425ba04edbb32193d0f2133a2e.bindPopup(popup_e0c922c2c17748d6857e8f5766c6f4f2)
        ;

        
    
    
            var circle_marker_19b1d68d575e4e53bb6d0d22bc4975d9 = L.circleMarker(
                [43.6626956, -79.4000493],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_940e6fb5d59f4dd08e715f4c271ff9ed = L.popup({"maxWidth": "100%"});

        
            var html_e7a5584b54204a5db7df3883a777896e = $(`<div id="html_e7a5584b54204a5db7df3883a777896e" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5S, University of Toronto / Harbord</div>`)[0];
            popup_940e6fb5d59f4dd08e715f4c271ff9ed.setContent(html_e7a5584b54204a5db7df3883a777896e);
        

        circle_marker_19b1d68d575e4e53bb6d0d22bc4975d9.bindPopup(popup_940e6fb5d59f4dd08e715f4c271ff9ed)
        ;

        
    
    
            var circle_marker_91b2d2989dc24680b763037616a0eafa = L.circleMarker(
                [43.6515706, -79.4844499],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_c935e0ca2dc64a1caae150a8a9d87132 = L.popup({"maxWidth": "100%"});

        
            var html_f34a701a25d04e63998f0be6339629d3 = $(`<div id="html_f34a701a25d04e63998f0be6339629d3" style="width: 100.0%; height: 100.0%;">West Toronto, M6S, Runnymede / Swansea</div>`)[0];
            popup_c935e0ca2dc64a1caae150a8a9d87132.setContent(html_f34a701a25d04e63998f0be6339629d3);
        

        circle_marker_91b2d2989dc24680b763037616a0eafa.bindPopup(popup_c935e0ca2dc64a1caae150a8a9d87132)
        ;

        
    
    
            var circle_marker_192225fd28ce44c3b2dd7a8b38bde7ef = L.circleMarker(
                [43.7816375, -79.3043021],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_f19413ec02af40a39e7e1b313d295887 = L.popup({"maxWidth": "100%"});

        
            var html_f9982c9856a543bab20d6f7c4a42f183 = $(`<div id="html_f9982c9856a543bab20d6f7c4a42f183" style="width: 100.0%; height: 100.0%;">Scarborough, M1T, Clarks Corners / Tam O&#39;Shanter / Sullivan</div>`)[0];
            popup_f19413ec02af40a39e7e1b313d295887.setContent(html_f9982c9856a543bab20d6f7c4a42f183);
        

        circle_marker_192225fd28ce44c3b2dd7a8b38bde7ef.bindPopup(popup_f19413ec02af40a39e7e1b313d295887)
        ;

        
    
    
            var circle_marker_34f970e1da9144338ccce3e0da1fd102 = L.circleMarker(
                [43.6895743, -79.38315990000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_58a5fb3470a24ebc912e0d73a1278448 = L.popup({"maxWidth": "100%"});

        
            var html_1835f9f89a6d45629259155388f5078c = $(`<div id="html_1835f9f89a6d45629259155388f5078c" style="width: 100.0%; height: 100.0%;">Central Toronto, M4T, Moore Park / Summerhill East</div>`)[0];
            popup_58a5fb3470a24ebc912e0d73a1278448.setContent(html_1835f9f89a6d45629259155388f5078c);
        

        circle_marker_34f970e1da9144338ccce3e0da1fd102.bindPopup(popup_58a5fb3470a24ebc912e0d73a1278448)
        ;

        
    
    
            var circle_marker_f575d874d169440d9171c7f9bd61cb14 = L.circleMarker(
                [43.6532057, -79.4000493],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_3f02ef4c60bf4244ada49e7b8405744e = L.popup({"maxWidth": "100%"});

        
            var html_6ceea5ee1ff34d179c90d18c139dc9a4 = $(`<div id="html_6ceea5ee1ff34d179c90d18c139dc9a4" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5T, Kensington Market / Chinatown / Grange Park</div>`)[0];
            popup_3f02ef4c60bf4244ada49e7b8405744e.setContent(html_6ceea5ee1ff34d179c90d18c139dc9a4);
        

        circle_marker_f575d874d169440d9171c7f9bd61cb14.bindPopup(popup_3f02ef4c60bf4244ada49e7b8405744e)
        ;

        
    
    
            var circle_marker_936938e1fef3438f967c250f5c9c6490 = L.circleMarker(
                [43.8152522, -79.2845772],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_1c68b4489b044dca85d8e2d682890622 = L.popup({"maxWidth": "100%"});

        
            var html_63889c5033c24e25807857cc891a31d0 = $(`<div id="html_63889c5033c24e25807857cc891a31d0" style="width: 100.0%; height: 100.0%;">Scarborough, M1V, Milliken / Agincourt North / Steeles East / L&#39;Amoreaux East</div>`)[0];
            popup_1c68b4489b044dca85d8e2d682890622.setContent(html_63889c5033c24e25807857cc891a31d0);
        

        circle_marker_936938e1fef3438f967c250f5c9c6490.bindPopup(popup_1c68b4489b044dca85d8e2d682890622)
        ;

        
    
    
            var circle_marker_2bab0aefcc954925ab2892d20fa2f6f6 = L.circleMarker(
                [43.68641229999999, -79.4000493],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_93743a82db234d3d859b8850b960ebcb = L.popup({"maxWidth": "100%"});

        
            var html_dc231936468e4b09aef174b74f908753 = $(`<div id="html_dc231936468e4b09aef174b74f908753" style="width: 100.0%; height: 100.0%;">Central Toronto, M4V, Summerhill West / Rathnelly / South Hill / Forest Hill SE / Deer Park</div>`)[0];
            popup_93743a82db234d3d859b8850b960ebcb.setContent(html_dc231936468e4b09aef174b74f908753);
        

        circle_marker_2bab0aefcc954925ab2892d20fa2f6f6.bindPopup(popup_93743a82db234d3d859b8850b960ebcb)
        ;

        
    
    
            var circle_marker_a17913276e454f73a34b069f0e45be96 = L.circleMarker(
                [43.6289467, -79.3944199],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_620c101aa7bc40aeae51683b11f97f6e = L.popup({"maxWidth": "100%"});

        
            var html_0f76c9e46ae94f27a50aeff2124b73a7 = $(`<div id="html_0f76c9e46ae94f27a50aeff2124b73a7" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M5V, CN Tower / King and Spadina / Railway Lands / Harbourfront West / Bathurst Quay / South Niagara / Island airport</div>`)[0];
            popup_620c101aa7bc40aeae51683b11f97f6e.setContent(html_0f76c9e46ae94f27a50aeff2124b73a7);
        

        circle_marker_a17913276e454f73a34b069f0e45be96.bindPopup(popup_620c101aa7bc40aeae51683b11f97f6e)
        ;

        
    
    
            var circle_marker_b52676dfe7474a0f8d267234ff8bcf8d = L.circleMarker(
                [43.6056466, -79.50132070000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_aa1d112badb84479b5af976989dc5424 = L.popup({"maxWidth": "100%"});

        
            var html_a3a1e36ef3bc40f78814f590a7275fdf = $(`<div id="html_a3a1e36ef3bc40f78814f590a7275fdf" style="width: 100.0%; height: 100.0%;">Etobicoke, M8V, New Toronto / Mimico South / Humber Bay Shores</div>`)[0];
            popup_aa1d112badb84479b5af976989dc5424.setContent(html_a3a1e36ef3bc40f78814f590a7275fdf);
        

        circle_marker_b52676dfe7474a0f8d267234ff8bcf8d.bindPopup(popup_aa1d112badb84479b5af976989dc5424)
        ;

        
    
    
            var circle_marker_0b0560e424544f7e80950549f31ba210 = L.circleMarker(
                [43.739416399999996, -79.5884369],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_65dd612f01094a0f940ce9f0d96174ca = L.popup({"maxWidth": "100%"});

        
            var html_f4b6e70db0f8482b8d36fd83da082182 = $(`<div id="html_f4b6e70db0f8482b8d36fd83da082182" style="width: 100.0%; height: 100.0%;">Etobicoke, M9V, South Steeles / Silverstone / Humbergate / Jamestown / Mount Olive / Beaumond Heights / Thistletown / Albion Gardens</div>`)[0];
            popup_65dd612f01094a0f940ce9f0d96174ca.setContent(html_f4b6e70db0f8482b8d36fd83da082182);
        

        circle_marker_0b0560e424544f7e80950549f31ba210.bindPopup(popup_65dd612f01094a0f940ce9f0d96174ca)
        ;

        
    
    
            var circle_marker_c9053541f79541f890fe462f08377cf1 = L.circleMarker(
                [43.799525200000005, -79.3183887],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_bf382de1cc6444e49cbece56340cc386 = L.popup({"maxWidth": "100%"});

        
            var html_48a971e517c1418fbf5220860067b526 = $(`<div id="html_48a971e517c1418fbf5220860067b526" style="width: 100.0%; height: 100.0%;">Scarborough, M1W, Steeles West / L&#39;Amoreaux West</div>`)[0];
            popup_bf382de1cc6444e49cbece56340cc386.setContent(html_48a971e517c1418fbf5220860067b526);
        

        circle_marker_c9053541f79541f890fe462f08377cf1.bindPopup(popup_bf382de1cc6444e49cbece56340cc386)
        ;

        
    
    
            var circle_marker_2f72ee57cc6e4f73b4a4fc91a8e8632b = L.circleMarker(
                [43.6795626, -79.37752940000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
            ).addTo(map_c21fa16137d147dba59ffeb21199c77f);
        
    
        var popup_1225305937e641509b9b529d191813a3 = L.popup({"maxWidth": "100%"});

        
            var html_cc666086224141a79abf06eb1ae971c7 = $(`<div id="html_cc666086224141a79abf06eb1ae971c7" style="width: 100.0%; height: 100.0%;">Downtown Toronto, M4W, Rosedale</div>`)[0];
            popup_1225305937e641509b9b529d191813a3.setContent(html_cc666086224141a79abf06eb1ae971c7);
        

        circle_marker_2f72ee57cc6e4f73b4a4fc91a8e8632b.bindPopup(popup_1225305937e641509b9b529d191813a3)
        ;

        
    
    
            var circle_marker_958237cda6e3437e852876f7db05dc42 = L.circleMarker(
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            var html_39c93ab166424781851011469dedf79c = $(`<div id="html_39c93ab166424781851011469dedf79c" style="width: 100.0%; height: 100.0%;">East Toronto, M7Y, Business reply mail Processing CentrE</div>`)[0];
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            var html_196a359ff9784a819cd691a32bf71d43 = $(`<div id="html_196a359ff9784a819cd691a32bf71d43" style="width: 100.0%; height: 100.0%;">Etobicoke, M8Y, Old Mill South / King&#39;s Mill Park / Sunnylea / Humber Bay / Mimico NE / The Queensway East / Royal York South East / Kingsway Park South East</div>`)[0];
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        ;

        
    
    
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                [43.6288408, -79.52099940000001],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3186cc", "fillOpacity": 0.7, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4, "stroke": true, "weight": 3}
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</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 0x2315b144da0>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create map of New York using latitude and longitude values\n",
    "map_toronto = folium.Map(location=[latitude, longitude], zoom_start=10)\n",
    "\n",
    "# add markers to map\n",
    "for lat, lng, borough, postal_code, neighborhoods in zip(toronto_postal_latlng_df['Latitude'],\n",
    "                                                         toronto_postal_latlng_df['Longitude'],\n",
    "                                                         toronto_postal_latlng_df['Borough'],\n",
    "                                                         toronto_postal_latlng_df['Postal Code'],\n",
    "                                                         toronto_postal_latlng_df['Neighborhood']):\n",
    "    label = '{}, {}, {}'.format(borough, postal_code, neighborhoods)\n",
    "    label = folium.Popup(label, parse_html=True)\n",
    "    folium.CircleMarker(\n",
    "        [lat, lng],\n",
    "        radius=4,\n",
    "        popup=label,\n",
    "        color='red',\n",
    "        fill=True,\n",
    "        fill_color='#3186cc',\n",
    "        fill_opacity=0.7,\n",
    "        parse_html=False\n",
    "    ).add_to(map_toronto)\n",
    "    \n",
    "map_toronto"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Explore Neighborhoods (Postal Codes) in Toronto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Foursquare credentials and version\n",
    "CLIENT_ID = 'DHBE22VPGL02ZITFEVU31JVYCV0SZJ3EGFHIUMRTKRTE4VIJ' # your Foursquare ID\n",
    "CLIENT_SECRET = 'MCUC5VDGQMKFR40MMXYOWRDRGYUCPCA4MHIKRMGYW2DX0VGZ' # your Foursquare Secret\n",
    "VERSION = '20190425' # Foursquare API version\n",
    "\n",
    "radius = 500\n",
    "LIMIT = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "def getNearbyVenues(postal_codes, neighborhoods, latitudes, longitudes, radius=500):\n",
    "    \n",
    "    venues_list=[]\n",
    "    for postal_code, neighborhood, lat, lng in zip(postal_codes, neighborhoods, latitudes, longitudes):\n",
    "#         print(name)\n",
    "            \n",
    "        # create the API request URL\n",
    "        url = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&ll={},{}&radius={}&limit={}'.format(\n",
    "            CLIENT_ID, \n",
    "            CLIENT_SECRET, \n",
    "            VERSION, \n",
    "            lat, \n",
    "            lng, \n",
    "            radius, \n",
    "            LIMIT)\n",
    "            \n",
    "        # make the GET request\n",
    "        results = requests.get(url).json()[\"response\"]['groups'][0]['items']\n",
    "        \n",
    "        \n",
    "        # return only relevant information for each nearby venue\n",
    "        venues_list.append([(\n",
    "            postal_code,\n",
    "            neighborhood,\n",
    "            lat, \n",
    "            lng, \n",
    "            v['venue']['name'], \n",
    "            v['venue']['location']['lat'], \n",
    "            v['venue']['location']['lng'],  \n",
    "            v['venue']['categories'][0]['name']) for v in results])\n",
    "\n",
    "    nearby_venues = pd.DataFrame([item for venue_list in venues_list for item in venue_list])\n",
    "    nearby_venues.columns = ['PostalCode',\n",
    "                  'Neighborhood',\n",
    "                  'Postal Code Latitude', \n",
    "                  'Postal Code Longitude', \n",
    "                  'Venue', \n",
    "                  'Venue Latitude', \n",
    "                  'Venue Longitude', \n",
    "                  'Venue Category']\n",
    "    \n",
    "    return(nearby_venues)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* Run the above function on each postal code and create a new dataframe called toronto_venues"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "'groups'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-47-1567ed25aa1a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      2\u001b[0m                                  \u001b[0mneighborhoods\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtoronto_postal_latlng_df\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'Neighborhood'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      3\u001b[0m                                  \u001b[0mlatitudes\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtoronto_postal_latlng_df\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'Latitude'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m                                  longitudes=toronto_postal_latlng_df['Longitude'])\n\u001b[0m",
      "\u001b[1;32m<ipython-input-46-dee8ac322261>\u001b[0m in \u001b[0;36mgetNearbyVenues\u001b[1;34m(postal_codes, neighborhoods, latitudes, longitudes, radius)\u001b[0m\n\u001b[0;32m     16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     17\u001b[0m         \u001b[1;31m# make the GET request\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 18\u001b[1;33m         \u001b[0mresults\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrequests\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"response\"\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'groups'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'items'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     19\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     20\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyError\u001b[0m: 'groups'"
     ]
    }
   ],
   "source": [
    "toronto_venues = getNearbyVenues(postal_codes=toronto_postal_latlng_df['Postal Code'],\n",
    "                                 neighborhoods=toronto_postal_latlng_df['Neighborhood'],\n",
    "                                 latitudes=toronto_postal_latlng_df['Latitude'],\n",
    "                                 longitudes=toronto_postal_latlng_df['Longitude'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "print(toronto_venues.shape)\n",
    "toronto_venues.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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