This assignment will explore, segment, and cluster the neighborhoods in the city of Toronto. The data will be scraped from the Wikipedia page and wrangle the data, clean it, and then read it into a pandas dataframe so that it will be in a structured format.
Project duration varies between 1 week to 2 weeks. In order to carry out the project as quickly as possible, it is important that the relevant data is available, complete and clean.
import numpy as np # library to handle data in a vectorized manner
import pandas as pd # library for data analsysis
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)
import json # library to handle JSON files
!conda install -c conda-forge geopy --yes #uncomment this line if you haven't completed the Foursquare API lab
from geopy.geocoders import Nominatim # convert an address into latitude and longitude values
!pip install geocoder
import geocoder
import requests # library to handle requests
from pandas.io.json import json_normalize # tranform JSON file into a pandas dataframe
# Matplotlib and associated plotting modules
import matplotlib.cm as cm
import matplotlib.colors as colors
# import k-means from clustering stage
from sklearn.cluster import KMeans
!conda install -c conda-forge folium=0.5.0 --yes # uncomment this line if you haven't completed the Foursquare API lab
import folium # map rendering library
from bs4 import BeautifulSoup as bs
import requests
print('Libraries imported.')
Collecting package metadata (repodata.json): done Solving environment: done # All requested packages already installed. Requirement already satisfied: geocoder in /Users/apple/anaconda3/lib/python3.7/site-packages (1.38.1) Requirement already satisfied: click in /Users/apple/anaconda3/lib/python3.7/site-packages (from geocoder) (7.0) Requirement already satisfied: six in /Users/apple/anaconda3/lib/python3.7/site-packages (from geocoder) (1.12.0) Requirement already satisfied: requests in /Users/apple/anaconda3/lib/python3.7/site-packages (from geocoder) (2.21.0) Requirement already satisfied: future in /Users/apple/anaconda3/lib/python3.7/site-packages (from geocoder) (0.17.1) Requirement already satisfied: ratelim in /Users/apple/anaconda3/lib/python3.7/site-packages (from geocoder) (0.1.6) Requirement already satisfied: certifi>=2017.4.17 in /Users/apple/anaconda3/lib/python3.7/site-packages (from requests->geocoder) (2018.11.29) Requirement already satisfied: urllib3<1.25,>=1.21.1 in /Users/apple/anaconda3/lib/python3.7/site-packages (from requests->geocoder) (1.24.1) Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /Users/apple/anaconda3/lib/python3.7/site-packages (from requests->geocoder) (3.0.4) Requirement already satisfied: idna<2.9,>=2.5 in /Users/apple/anaconda3/lib/python3.7/site-packages (from requests->geocoder) (2.8) Requirement already satisfied: decorator in /Users/apple/anaconda3/lib/python3.7/site-packages (from ratelim->geocoder) (4.3.0) Collecting package metadata (repodata.json): done Solving environment: done # All requested packages already installed. Libraries imported.
broth = requests.get('https://en.wikipedia.org/wiki/List_of_postal_codes_of_Canada:_M').text
soup = bs(broth)
print(soup.prettify())
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<h1 class="firstHeading" id="firstHeading" lang="en">
List of postal codes of Canada: M
</h1>
<div class="mw-body-content" id="bodyContent">
<div class="noprint" id="siteSub">
From Wikipedia, the free encyclopedia
</div>
<div id="contentSub">
</div>
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</div>
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Jump to navigation
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Jump to search
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<div class="mw-content-ltr" dir="ltr" id="mw-content-text" lang="en">
<div class="mw-parser-output">
<p>
This is a list of
<a href="/wiki/Postal_codes_in_Canada" title="Postal codes in Canada">
postal codes in Canada
</a>
where the first letter is M. Postal codes beginning with M are located within the city of
<a href="/wiki/Toronto" title="Toronto">
Toronto
</a>
in the province of
<a href="/wiki/Ontario" title="Ontario">
Ontario
</a>
. Only the first three characters are listed, corresponding to the Forward Sortation Area.
</p>
<p>
<a href="/wiki/Canada_Post" title="Canada Post">
Canada Post
</a>
provides a free postal code look-up tool on its website,
<sup class="reference" id="cite_ref-1">
<a href="#cite_note-1">
[1]
</a>
</sup>
via its
<a href="/wiki/Mobile_app" title="Mobile app">
applications
</a>
for such
<a class="mw-redirect" href="/wiki/Smartphones" title="Smartphones">
smartphones
</a>
as the
<a href="/wiki/IPhone" title="IPhone">
iPhone
</a>
and
<a href="/wiki/BlackBerry" title="BlackBerry">
BlackBerry
</a>
,
<sup class="reference" id="cite_ref-2">
<a href="#cite_note-2">
[2]
</a>
</sup>
and sells hard-copy directories and
<a href="/wiki/CD-ROM" title="CD-ROM">
CD-ROMs
</a>
. Many vendors also sell validation tools, which allow customers to properly match addresses and postal codes. Hard-copy directories can also be consulted in all post offices, and some libraries.
</p>
<h2>
<span class="mw-headline" id="Toronto_-_FSAs">
<a href="/wiki/Toronto" title="Toronto">
Toronto
</a>
-
<a href="/wiki/Postal_codes_in_Canada#Forward_sortation_areas" title="Postal codes in Canada">
FSAs
</a>
</span>
<span class="mw-editsection">
<span class="mw-editsection-bracket">
[
</span>
<a href="/w/index.php?title=List_of_postal_codes_of_Canada:_M&action=edit&section=1" title="Edit section: Toronto - FSAs">
edit
</a>
<span class="mw-editsection-bracket">
]
</span>
</span>
</h2>
<p>
Note: There are no rural FSAs in Toronto, hence no postal codes should start with M0, however, the postal code M0R 8T0 is assigned to an
<a href="/wiki/Amazon_(company)" title="Amazon (company)">
Amazon (company)
</a>
warehouse in Mississauga, suggesting that Canada Post may be allocating the M0 FSA for high volume addresses.
</p>
<table class="wikitable sortable">
<tbody>
<tr>
<th>
Postcode
</th>
<th>
Borough
</th>
<th>
Neighbourhood
</th>
</tr>
<tr>
<td>
M1A
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M2A
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3A
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Parkwoods" title="Parkwoods">
Parkwoods
</a>
</td>
</tr>
<tr>
<td>
M4A
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Victoria_Village" title="Victoria Village">
Victoria Village
</a>
</td>
</tr>
<tr>
<td>
M5A
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Harbourfront_(Toronto)" title="Harbourfront (Toronto)">
Harbourfront
</a>
</td>
</tr>
<tr>
<td>
M5A
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Regent_Park" title="Regent Park">
Regent Park
</a>
</td>
</tr>
<tr>
<td>
M6A
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Lawrence_Heights" title="Lawrence Heights">
Lawrence Heights
</a>
</td>
</tr>
<tr>
<td>
M6A
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Lawrence_Manor" title="Lawrence Manor">
Lawrence Manor
</a>
</td>
</tr>
<tr>
<td>
M7A
</td>
<td>
<a href="/wiki/Queen%27s_Park_(Toronto)" title="Queen's Park (Toronto)">
Queen's Park
</a>
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8A
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9A
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Islington_Avenue" title="Islington Avenue">
Islington Avenue
</a>
</td>
</tr>
<tr>
<td>
M1B
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Rouge,_Toronto" title="Rouge, Toronto">
Rouge
</a>
</td>
</tr>
<tr>
<td>
M1B
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Malvern,_Toronto" title="Malvern, Toronto">
Malvern
</a>
</td>
</tr>
<tr>
<td>
M2B
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3B
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Don Mills North
</td>
</tr>
<tr>
<td>
M4B
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Woodbine_Gardens" title="Woodbine Gardens">
Woodbine Gardens
</a>
</td>
</tr>
<tr>
<td>
M4B
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Parkview_Hill" title="Parkview Hill">
Parkview Hill
</a>
</td>
</tr>
<tr>
<td>
M5B
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Ryerson
</td>
</tr>
<tr>
<td>
M5B
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Garden District
</td>
</tr>
<tr>
<td>
M6B
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Glencairn
</td>
</tr>
<tr>
<td>
M7B
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8B
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9B
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Cloverdale
</td>
</tr>
<tr>
<td>
M9B
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Islington,_Toronto" title="Islington, Toronto">
Islington
</a>
</td>
</tr>
<tr>
<td>
M9B
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Martin Grove
</td>
</tr>
<tr>
<td>
M9B
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Princess_Gardens" title="Princess Gardens">
Princess Gardens
</a>
</td>
</tr>
<tr>
<td>
M9B
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/West_Deane_Park" title="West Deane Park">
West Deane Park
</a>
</td>
</tr>
<tr>
<td>
M1C
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Highland_Creek_(Toronto)" title="Highland Creek (Toronto)">
Highland Creek
</a>
</td>
</tr>
<tr>
<td>
M1C
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Rouge_Hill" title="Rouge Hill">
Rouge Hill
</a>
</td>
</tr>
<tr>
<td>
M1C
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Port_Union,_Toronto" title="Port Union, Toronto">
Port Union
</a>
</td>
</tr>
<tr>
<td>
M2C
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3C
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Flemingdon_Park" title="Flemingdon Park">
Flemingdon Park
</a>
</td>
</tr>
<tr>
<td>
M3C
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Don Mills South
</td>
</tr>
<tr>
<td>
M4C
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Woodbine_Heights" title="Woodbine Heights">
Woodbine Heights
</a>
</td>
</tr>
<tr>
<td>
M5C
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/St._James_Town" title="St. James Town">
St. James Town
</a>
</td>
</tr>
<tr>
<td>
M6C
</td>
<td>
York
</td>
<td>
<a class="mw-redirect" href="/wiki/Humewood-Cedarvale" title="Humewood-Cedarvale">
Humewood-Cedarvale
</a>
</td>
</tr>
<tr>
<td>
M7C
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8C
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9C
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Bloordale Gardens
</td>
</tr>
<tr>
<td>
M9C
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Eringate
</td>
</tr>
<tr>
<td>
M9C
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Markland_Wood" title="Markland Wood">
Markland Wood
</a>
</td>
</tr>
<tr>
<td>
M9C
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Old Burnhamthorpe
</td>
</tr>
<tr>
<td>
M1E
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Guildwood
</td>
</tr>
<tr>
<td>
M1E
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Morningside,_Toronto" title="Morningside, Toronto">
Morningside
</a>
</td>
</tr>
<tr>
<td>
M1E
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/West_Hill,_Toronto" title="West Hill, Toronto">
West Hill
</a>
</td>
</tr>
<tr>
<td>
M2E
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3E
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4E
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
<a href="/wiki/The_Beaches" title="The Beaches">
The Beaches
</a>
</td>
</tr>
<tr>
<td>
M5E
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Berczy_Park" title="Berczy Park">
Berczy Park
</a>
</td>
</tr>
<tr>
<td>
M6E
</td>
<td>
York
</td>
<td>
Caledonia-Fairbanks
</td>
</tr>
<tr>
<td>
M7E
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8E
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9E
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1G
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Woburn,_Toronto" title="Woburn, Toronto">
Woburn
</a>
</td>
</tr>
<tr>
<td>
M2G
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3G
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4G
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a href="/wiki/Leaside" title="Leaside">
Leaside
</a>
</td>
</tr>
<tr>
<td>
M5G
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Central Bay Street
</td>
</tr>
<tr>
<td>
M6G
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Christie
</td>
</tr>
<tr>
<td>
M7G
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8G
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9G
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1H
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Cedarbrae
</td>
</tr>
<tr>
<td>
M2H
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Hillcrest_Village" title="Hillcrest Village">
Hillcrest Village
</a>
</td>
</tr>
<tr>
<td>
M3H
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Bathurst_Manor" title="Bathurst Manor">
Bathurst Manor
</a>
</td>
</tr>
<tr>
<td>
M3H
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Downsview North
</td>
</tr>
<tr>
<td>
M3H
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Wilson_Heights,_Toronto" title="Wilson Heights, Toronto">
Wilson Heights
</a>
</td>
</tr>
<tr>
<td>
M4H
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a href="/wiki/Thorncliffe_Park" title="Thorncliffe Park">
Thorncliffe Park
</a>
</td>
</tr>
<tr>
<td>
M5H
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Adelaide
</td>
</tr>
<tr>
<td>
M5H
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
King
</td>
</tr>
<tr>
<td>
M5H
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Richmond
</td>
</tr>
<tr>
<td>
M6H
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Dovercourt_Village" title="Dovercourt Village">
Dovercourt Village
</a>
</td>
</tr>
<tr>
<td>
M6H
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
Dufferin
</td>
</tr>
<tr>
<td>
M7H
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8H
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9H
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1J
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Scarborough_Village" title="Scarborough Village">
Scarborough Village
</a>
</td>
</tr>
<tr>
<td>
M2J
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Fairview
</td>
</tr>
<tr>
<td>
M2J
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Henry_Farm" title="Henry Farm">
Henry Farm
</a>
</td>
</tr>
<tr>
<td>
M2J
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Oriole
</td>
</tr>
<tr>
<td>
M3J
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Northwood_Park" title="Northwood Park">
Northwood Park
</a>
</td>
</tr>
<tr>
<td>
M3J
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/York_University" title="York University">
York University
</a>
</td>
</tr>
<tr>
<td>
M4J
</td>
<td>
<a href="/wiki/East_York" title="East York">
East York
</a>
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
</tr>
<tr>
<td>
M5J
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Harbourfront East
</td>
</tr>
<tr>
<td>
M5J
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Toronto_Islands" title="Toronto Islands">
Toronto Islands
</a>
</td>
</tr>
<tr>
<td>
M5J
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Union_Station_(Toronto)" title="Union Station (Toronto)">
Union Station
</a>
</td>
</tr>
<tr>
<td>
M6J
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Little_Portugal,_Toronto" title="Little Portugal, Toronto">
Little Portugal
</a>
</td>
</tr>
<tr>
<td>
M6J
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Trinity%E2%80%93Bellwoods" title="Trinity–Bellwoods">
Trinity
</a>
</td>
</tr>
<tr>
<td>
M7J
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8J
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9J
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1K
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
East Birchmount Park
</td>
</tr>
<tr>
<td>
M1K
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Ionview" title="Ionview">
Ionview
</a>
</td>
</tr>
<tr>
<td>
M1K
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Kennedy_Park,_Toronto" title="Kennedy Park, Toronto">
Kennedy Park
</a>
</td>
</tr>
<tr>
<td>
M2K
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Bayview_Village" title="Bayview Village">
Bayview Village
</a>
</td>
</tr>
<tr>
<td>
M3K
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/CFB_Toronto" title="CFB Toronto">
CFB Toronto
</a>
</td>
</tr>
<tr>
<td>
M3K
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Downsview East
</td>
</tr>
<tr>
<td>
M4K
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
The Danforth West
</td>
</tr>
<tr>
<td>
M4K
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
<a href="/wiki/Riverdale,_Toronto" title="Riverdale, Toronto">
Riverdale
</a>
</td>
</tr>
<tr>
<td>
M5K
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Design_Exchange" title="Design Exchange">
Design Exchange
</a>
</td>
</tr>
<tr>
<td>
M5K
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Toronto_Dominion_Centre" title="Toronto Dominion Centre">
Toronto Dominion Centre
</a>
</td>
</tr>
<tr>
<td>
M6K
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
Brockton
</td>
</tr>
<tr>
<td>
M6K
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Exhibition_Place" title="Exhibition Place">
Exhibition Place
</a>
</td>
</tr>
<tr>
<td>
M6K
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Parkdale_Village" title="Parkdale Village">
Parkdale Village
</a>
</td>
</tr>
<tr>
<td>
M7K
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8K
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9K
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1L
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Clairlea" title="Clairlea">
Clairlea
</a>
</td>
</tr>
<tr>
<td>
M1L
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Golden_Mile,_Toronto" title="Golden Mile, Toronto">
Golden Mile
</a>
</td>
</tr>
<tr>
<td>
M1L
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Oakridge,_Toronto" title="Oakridge, Toronto">
Oakridge
</a>
</td>
</tr>
<tr>
<td>
M2L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Silver Hills
</td>
</tr>
<tr>
<td>
M2L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/York_Mills" title="York Mills">
York Mills
</a>
</td>
</tr>
<tr>
<td>
M3L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Downsview" title="Downsview">
Downsview West
</a>
</td>
</tr>
<tr>
<td>
M4L
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
The Beaches West
</td>
</tr>
<tr>
<td>
M4L
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/India_Bazaar" title="India Bazaar">
India Bazaar
</a>
</td>
</tr>
<tr>
<td>
M5L
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Commerce_Court" title="Commerce Court">
Commerce Court
</a>
</td>
</tr>
<tr>
<td>
M5L
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Victoria Hotel
</td>
</tr>
<tr>
<td>
M6L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Downsview,_Toronto" title="Downsview, Toronto">
Downsview
</a>
</td>
</tr>
<tr>
<td>
M6L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
North Park
</td>
</tr>
<tr>
<td>
M6L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Upwood Park
</td>
</tr>
<tr>
<td>
M7L
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8L
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9L
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Humber_Summit" title="Humber Summit">
Humber Summit
</a>
</td>
</tr>
<tr>
<td>
M1M
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Cliffcrest" title="Cliffcrest">
Cliffcrest
</a>
</td>
</tr>
<tr>
<td>
M1M
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Cliffside,_Toronto" title="Cliffside, Toronto">
Cliffside
</a>
</td>
</tr>
<tr>
<td>
M1M
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Scarborough Village West
</td>
</tr>
<tr>
<td>
M2M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Newtonbrook" title="Newtonbrook">
Newtonbrook
</a>
</td>
</tr>
<tr>
<td>
M2M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Willowdale,_Toronto" title="Willowdale, Toronto">
Willowdale
</a>
</td>
</tr>
<tr>
<td>
M3M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Downsview Central
</td>
</tr>
<tr>
<td>
M4M
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
Studio District
</td>
</tr>
<tr>
<td>
M5M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a href="/wiki/Bedford_Park,_Toronto" title="Bedford Park, Toronto">
Bedford Park
</a>
</td>
</tr>
<tr>
<td>
M5M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Lawrence Manor East
</td>
</tr>
<tr>
<td>
M6M
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
Del Ray
</td>
</tr>
<tr>
<td>
M6M
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Keelesdale" title="Keelesdale">
Keelesdale
</a>
</td>
</tr>
<tr>
<td>
M6M
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
<a href="/wiki/Mount_Dennis" title="Mount Dennis">
Mount Dennis
</a>
</td>
</tr>
<tr>
<td>
M6M
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
<a href="/wiki/Silverthorn,_Toronto" title="Silverthorn, Toronto">
Silverthorn
</a>
</td>
</tr>
<tr>
<td>
M7M
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8M
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Emery,_Toronto" title="Emery, Toronto">
Emery
</a>
</td>
</tr>
<tr>
<td>
M9M
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Humberlea" title="Humberlea">
Humberlea
</a>
</td>
</tr>
<tr>
<td>
M1N
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Birch_Cliff" title="Birch Cliff">
Birch Cliff
</a>
</td>
</tr>
<tr>
<td>
M1N
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Cliffside West
</td>
</tr>
<tr>
<td>
M2N
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Willowdale South
</td>
</tr>
<tr>
<td>
M3N
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
Downsview Northwest
</td>
</tr>
<tr>
<td>
M4N
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/Lawrence_Park,_Toronto" title="Lawrence Park, Toronto">
Lawrence Park
</a>
</td>
</tr>
<tr>
<td>
M5N
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Roselawn
</td>
</tr>
<tr>
<td>
M6N
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
The Junction North
</td>
</tr>
<tr>
<td>
M6N
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
Runnymede
</td>
</tr>
<tr>
<td>
M7N
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8N
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9N
</td>
<td>
<a href="/wiki/York,_Toronto" title="York, Toronto">
York
</a>
</td>
<td>
<a href="/wiki/Weston,_Toronto" title="Weston, Toronto">
Weston
</a>
</td>
</tr>
<tr>
<td>
M1P
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Dorset_Park" title="Dorset Park">
Dorset Park
</a>
</td>
</tr>
<tr>
<td>
M1P
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Scarborough_Town_Centre" title="Scarborough Town Centre">
Scarborough Town Centre
</a>
</td>
</tr>
<tr>
<td>
M1P
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Wexford_Heights" title="Wexford Heights">
Wexford Heights
</a>
</td>
</tr>
<tr>
<td>
M2P
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
York Mills West
</td>
</tr>
<tr>
<td>
M3P
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4P
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Davisville North
</td>
</tr>
<tr>
<td>
M5P
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Forest_Hill_North" title="Forest Hill North">
Forest Hill North
</a>
</td>
</tr>
<tr>
<td>
M5P
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Forest Hill West
</td>
</tr>
<tr>
<td>
M6P
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/High_Park" title="High Park">
High Park
</a>
</td>
</tr>
<tr>
<td>
M6P
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
The Junction South
</td>
</tr>
<tr>
<td>
M7P
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8P
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9P
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Westmount
</td>
</tr>
<tr>
<td>
M1R
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Maryvale,_Toronto" title="Maryvale, Toronto">
Maryvale
</a>
</td>
</tr>
<tr>
<td>
M1R
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Wexford,_Toronto" title="Wexford, Toronto">
Wexford
</a>
</td>
</tr>
<tr>
<td>
M2R
</td>
<td>
<a href="/wiki/North_York" title="North York">
North York
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Willowdale_West" title="Willowdale West">
Willowdale West
</a>
</td>
</tr>
<tr>
<td>
M3R
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4R
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
North Toronto West
</td>
</tr>
<tr>
<td>
M5R
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/The_Annex" title="The Annex">
The Annex
</a>
</td>
</tr>
<tr>
<td>
M5R
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
North Midtown
</td>
</tr>
<tr>
<td>
M5R
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/Yorkville,_Toronto" title="Yorkville, Toronto">
Yorkville
</a>
</td>
</tr>
<tr>
<td>
M6R
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Parkdale,_Toronto" title="Parkdale, Toronto">
Parkdale
</a>
</td>
</tr>
<tr>
<td>
M6R
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Roncesvalles,_Toronto" title="Roncesvalles, Toronto">
Roncesvalles
</a>
</td>
</tr>
<tr>
<td>
M7R
</td>
<td>
Mississauga
</td>
<td>
Canada Post Gateway Processing Centre
</td>
</tr>
<tr>
<td>
M8R
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9R
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Kingsview_Village" title="Kingsview Village">
Kingsview Village
</a>
</td>
</tr>
<tr>
<td>
M9R
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Martin Grove Gardens
</td>
</tr>
<tr>
<td>
M9R
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Richview Gardens
</td>
</tr>
<tr>
<td>
M9R
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
St. Phillips
</td>
</tr>
<tr>
<td>
M1S
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Agincourt,_Toronto" title="Agincourt, Toronto">
Agincourt
</a>
</td>
</tr>
<tr>
<td>
M2S
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3S
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4S
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Davisville
</td>
</tr>
<tr>
<td>
M5S
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Harbord
</td>
</tr>
<tr>
<td>
M5S
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/University_of_Toronto" title="University of Toronto">
University of Toronto
</a>
</td>
</tr>
<tr>
<td>
M6S
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Runnymede,_Toronto" title="Runnymede, Toronto">
Runnymede
</a>
</td>
</tr>
<tr>
<td>
M6S
</td>
<td>
<a href="/wiki/West_Toronto" title="West Toronto">
West Toronto
</a>
</td>
<td>
<a href="/wiki/Swansea,_Toronto" title="Swansea, Toronto">
Swansea
</a>
</td>
</tr>
<tr>
<td>
M7S
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8S
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9S
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1T
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Clarks Corners
</td>
</tr>
<tr>
<td>
M1T
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Sullivan
</td>
</tr>
<tr>
<td>
M1T
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Tam_O%27Shanter_%E2%80%93_Sullivan" title="Tam O'Shanter – Sullivan">
Tam O'Shanter
</a>
</td>
</tr>
<tr>
<td>
M2T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4T
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/Moore_Park,_Toronto" title="Moore Park, Toronto">
Moore Park
</a>
</td>
</tr>
<tr>
<td>
M4T
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Summerhill East
</td>
</tr>
<tr>
<td>
M5T
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Chinatown,_Toronto" title="Chinatown, Toronto">
Chinatown
</a>
</td>
</tr>
<tr>
<td>
M5T
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Grange_Park_(Toronto)" title="Grange Park (Toronto)">
Grange Park
</a>
</td>
</tr>
<tr>
<td>
M5T
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Kensington_Market" title="Kensington Market">
Kensington Market
</a>
</td>
</tr>
<tr>
<td>
M6T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M9T
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1V
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Agincourt_North" title="Agincourt North">
Agincourt North
</a>
</td>
</tr>
<tr>
<td>
M1V
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
L'Amoreaux East
</td>
</tr>
<tr>
<td>
M1V
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a href="/wiki/Milliken,_Ontario" title="Milliken, Ontario">
Milliken
</a>
</td>
</tr>
<tr>
<td>
M1V
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
Steeles East
</td>
</tr>
<tr>
<td>
M2V
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3V
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4V
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/Deer_Park,_Toronto" title="Deer Park, Toronto">
Deer Park
</a>
</td>
</tr>
<tr>
<td>
M4V
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Forest Hill SE
</td>
</tr>
<tr>
<td>
M4V
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Rathnelly" title="Rathnelly">
Rathnelly
</a>
</td>
</tr>
<tr>
<td>
M4V
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
<a href="/wiki/South_Hill,_Toronto" title="South Hill, Toronto">
South Hill
</a>
</td>
</tr>
<tr>
<td>
M4V
</td>
<td>
<a class="mw-redirect" href="/wiki/Central_Toronto" title="Central Toronto">
Central Toronto
</a>
</td>
<td>
Summerhill West
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/CN_Tower" title="CN Tower">
CN Tower
</a>
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Bathurst Quay
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Island airport
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Harbourfront West
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/King_and_Spadina" title="King and Spadina">
King and Spadina
</a>
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Railway_Lands" title="Railway Lands">
Railway Lands
</a>
</td>
</tr>
<tr>
<td>
M5V
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/South_Niagara" title="South Niagara">
South Niagara
</a>
</td>
</tr>
<tr>
<td>
M6V
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7V
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Humber Bay Shores
</td>
</tr>
<tr>
<td>
M8V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Mimico South
</td>
</tr>
<tr>
<td>
M8V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/New_Toronto" title="New Toronto">
New Toronto
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Albion Gardens
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Beaumond_Heights" title="Beaumond Heights">
Beaumond Heights
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Humbergate
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Mount_Olive-Silverstone-Jamestown" title="Mount Olive-Silverstone-Jamestown">
Jamestown
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Mount_Olive-Silverstone-Jamestown" title="Mount Olive-Silverstone-Jamestown">
Mount Olive
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Silverstone,_Toronto" title="Silverstone, Toronto">
Silverstone
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/South_Steeles" title="South Steeles">
South Steeles
</a>
</td>
</tr>
<tr>
<td>
M9V
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Thistletown" title="Thistletown">
Thistletown
</a>
</td>
</tr>
<tr>
<td>
M1W
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
L'Amoreaux West
</td>
</tr>
<tr>
<td>
M2W
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3W
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4W
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Rosedale,_Toronto" title="Rosedale, Toronto">
Rosedale
</a>
</td>
</tr>
<tr>
<td>
M5W
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
Stn A PO Boxes 25 The Esplanade
</td>
</tr>
<tr>
<td>
M6W
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7W
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8W
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Alderwood,_Toronto" title="Alderwood, Toronto">
Alderwood
</a>
</td>
</tr>
<tr>
<td>
M8W
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Long_Branch,_Toronto" title="Long Branch, Toronto">
Long Branch
</a>
</td>
</tr>
<tr>
<td>
M9W
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Northwest
</td>
</tr>
<tr>
<td>
M1X
</td>
<td>
<a href="/wiki/Scarborough,_Toronto" title="Scarborough, Toronto">
Scarborough
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Upper_Rouge" title="Upper Rouge">
Upper Rouge
</a>
</td>
</tr>
<tr>
<td>
M2X
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3X
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4X
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Cabbagetown,_Toronto" title="Cabbagetown, Toronto">
Cabbagetown
</a>
</td>
</tr>
<tr>
<td>
M4X
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/St._James_Town" title="St. James Town">
St. James Town
</a>
</td>
</tr>
<tr>
<td>
M5X
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/First_Canadian_Place" title="First Canadian Place">
First Canadian Place
</a>
</td>
</tr>
<tr>
<td>
M5X
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Underground_city" title="Underground city">
Underground city
</a>
</td>
</tr>
<tr>
<td>
M6X
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7X
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8X
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/The_Kingsway" title="The Kingsway">
The Kingsway
</a>
</td>
</tr>
<tr>
<td>
M8X
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Montgomery Road
</td>
</tr>
<tr>
<td>
M8X
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Old Mill North
</td>
</tr>
<tr>
<td>
M9X
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M2Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4Y
</td>
<td>
<a href="/wiki/Downtown_Toronto" title="Downtown Toronto">
Downtown Toronto
</a>
</td>
<td>
<a href="/wiki/Church_and_Wellesley" title="Church and Wellesley">
Church and Wellesley
</a>
</td>
</tr>
<tr>
<td>
M5Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M6Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7Y
</td>
<td>
<a href="/wiki/East_Toronto" title="East Toronto">
East Toronto
</a>
</td>
<td>
Business Reply Mail Processing Centre 969 Eastern
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Humber_Bay" title="Humber Bay">
Humber Bay
</a>
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
King's Mill Park
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Kingsway Park South East
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Mimico" title="Mimico">
Mimico NE
</a>
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Old_Mill,_Toronto" title="Old Mill, Toronto">
Old Mill South
</a>
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/The_Queensway" title="The Queensway">
The Queensway East
</a>
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Fairmont_Royal_York_Hotel" title="Fairmont Royal York Hotel">
Royal York South East
</a>
</td>
</tr>
<tr>
<td>
M8Y
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a class="mw-redirect" href="/wiki/Sunnylea" title="Sunnylea">
Sunnylea
</a>
</td>
</tr>
<tr>
<td>
M9Y
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M1Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M2Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M3Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M4Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M5Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M6Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M7Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
<tr>
<td>
M8Z
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Kingsway Park South West
</td>
</tr>
<tr>
<td>
M8Z
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/Mimico" title="Mimico">
Mimico NW
</a>
</td>
</tr>
<tr>
<td>
M8Z
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
<a href="/wiki/The_Queensway" title="The Queensway">
The Queensway West
</a>
</td>
</tr>
<tr>
<td>
M8Z
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
Royal York South West
</td>
</tr>
<tr>
<td>
M8Z
</td>
<td>
<a href="/wiki/Etobicoke" title="Etobicoke">
Etobicoke
</a>
</td>
<td>
South of Bloor
</td>
</tr>
<tr>
<td>
M9Z
</td>
<td>
Not assigned
</td>
<td>
Not assigned
</td>
</tr>
</tbody>
</table>
<div>
<table class="multicol" role="presentation" style="border-collapse: collapse; padding: 0; border: 0; background:transparent; width:100%;">
</table>
<h2>
<span id="Most_populated_FSAs.5B3.5D">
</span>
<span class="mw-headline" id="Most_populated_FSAs[3]">
Most populated FSAs
<sup class="reference" id="cite_ref-statcan_3-0">
<a href="#cite_note-statcan-3">
[3]
</a>
</sup>
</span>
<span class="mw-editsection">
<span class="mw-editsection-bracket">
[
</span>
<a href="/w/index.php?title=List_of_postal_codes_of_Canada:_M&action=edit&section=2" title="Edit section: Most populated FSAs[3]">
edit
</a>
<span class="mw-editsection-bracket">
]
</span>
</span>
</h2>
<ol>
<li>
M1B, 65,129
</li>
<li>
M2N, 60,124
</li>
<li>
M1V, 55,250
</li>
<li>
M9V, 55,159
</li>
<li>
M2J, 54,391
</li>
</ol>
<p>
</p>
<table cellpadding="2" cellspacing="0" rules="all" style="width:100%; border-collapse:collapse; border:1px solid #ccc;">
<tbody>
<tr>
<td>
</td>
</tr>
</tbody>
</table>
</div>
<p>
</p>
<h2>
<span id="Least_populated_FSAs.5B3.5D">
</span>
<span class="mw-headline" id="Least_populated_FSAs[3]">
Least populated FSAs
<sup class="reference" id="cite_ref-statcan_3-1">
<a href="#cite_note-statcan-3">
[3]
</a>
</sup>
</span>
<span class="mw-editsection">
<span class="mw-editsection-bracket">
[
</span>
<a href="/w/index.php?title=List_of_postal_codes_of_Canada:_M&action=edit&section=3" title="Edit section: Least populated FSAs[3]">
edit
</a>
<span class="mw-editsection-bracket">
]
</span>
</span>
</h2>
<ol>
<li>
M5K, 5
</li>
<li>
M5L, 5
</li>
<li>
M5W, 5
</li>
<li>
M5X, 5
</li>
<li>
M7A, 5
</li>
</ol>
<p>
</p>
<h2>
<span class="mw-headline" id="References">
References
</span>
<span class="mw-editsection">
<span class="mw-editsection-bracket">
[
</span>
<a href="/w/index.php?title=List_of_postal_codes_of_Canada:_M&action=edit&section=4" title="Edit section: References">
edit
</a>
<span class="mw-editsection-bracket">
]
</span>
</span>
</h2>
<div class="mw-references-wrap">
<ol class="references">
<li id="cite_note-1">
<span class="mw-cite-backlink">
<b>
<a href="#cite_ref-1">
^
</a>
</b>
</span>
<span class="reference-text">
<cite class="citation web">
Canada Post.
<a class="external text" href="https://www.canadapost.ca/cpotools/apps/fpc/personal/findByCity?execution=e2s1" rel="nofollow">
"Canada Post - Find a Postal Code"
</a>
<span class="reference-accessdate">
. Retrieved
<span class="nowrap">
9 November
</span>
2008
</span>
.
</cite>
<span class="Z3988" title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Canada+Post+-+Find+a+Postal+Code&rft.au=Canada+Post&rft_id=https%3A%2F%2Fwww.canadapost.ca%2Fcpotools%2Fapps%2Ffpc%2Fpersonal%2FfindByCity%3Fexecution%3De2s1&rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M">
</span>
<style data-mw-deduplicate="TemplateStyles:r886058088">
.mw-parser-output cite.citation{font-style:inherit}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation .cs1-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/thumb/6/65/Lock-green.svg/9px-Lock-green.svg.png")no-repeat;background-position:right .1em center}.mw-parser-output .citation .cs1-lock-limited a,.mw-parser-output .citation .cs1-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/thumb/d/d6/Lock-gray-alt-2.svg/9px-Lock-gray-alt-2.svg.png")no-repeat;background-position:right .1em center}.mw-parser-output .citation .cs1-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Lock-red-alt-2.svg/9px-Lock-red-alt-2.svg.png")no-repeat;background-position:right .1em center}.mw-parser-output .cs1-subscription,.mw-parser-output .cs1-registration{color:#555}.mw-parser-output .cs1-subscription span,.mw-parser-output .cs1-registration span{border-bottom:1px dotted;cursor:help}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/thumb/4/4c/Wikisource-logo.svg/12px-Wikisource-logo.svg.png")no-repeat;background-position:right .1em center}.mw-parser-output code.cs1-code{color:inherit;background:inherit;border:inherit;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;font-size:100%}.mw-parser-output .cs1-visible-error{font-size:100%}.mw-parser-output .cs1-maint{display:none;color:#33aa33;margin-left:0.3em}.mw-parser-output .cs1-subscription,.mw-parser-output .cs1-registration,.mw-parser-output .cs1-format{font-size:95%}.mw-parser-output .cs1-kern-left,.mw-parser-output .cs1-kern-wl-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right,.mw-parser-output .cs1-kern-wl-right{padding-right:0.2em}
</style>
</span>
</li>
<li id="cite_note-2">
<span class="mw-cite-backlink">
<b>
<a href="#cite_ref-2">
^
</a>
</b>
</span>
<span class="reference-text">
<cite class="citation web">
<a class="external text" href="https://web.archive.org/web/20110519093024/http://www.canadapost.ca/cpo/mc/personal/tools/mobileapp/default.jsf" rel="nofollow">
"Mobile Apps"
</a>
. Canada Post. Archived from
<a class="external text" href="http://www.canadapost.ca/cpo/mc/personal/tools/mobileapp/default.jsf" rel="nofollow">
the original
</a>
on 2011-05-19.
</cite>
<span class="Z3988" title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Mobile+Apps&rft.pub=Canada+Post&rft_id=http%3A%2F%2Fwww.canadapost.ca%2Fcpo%2Fmc%2Fpersonal%2Ftools%2Fmobileapp%2Fdefault.jsf&rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M">
</span>
<link href="mw-data:TemplateStyles:r886058088" rel="mw-deduplicated-inline-style"/>
</span>
</li>
<li id="cite_note-statcan-3">
<span class="mw-cite-backlink">
^
<a href="#cite_ref-statcan_3-0">
<sup>
<i>
<b>
a
</b>
</i>
</sup>
</a>
<a href="#cite_ref-statcan_3-1">
<sup>
<i>
<b>
b
</b>
</i>
</sup>
</a>
</span>
<span class="reference-text">
<cite class="citation web">
<a class="external text" href="http://www12.statcan.ca/english/census06/data/popdwell/Table.cfm?T=1201&SR=1&S=0&O=A&RPP=9999&PR=0&CMA=0" rel="nofollow">
"2006 Census of Population"
</a>
. 15 October 2008.
</cite>
<span class="Z3988" title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=2006+Census+of+Population&rft.date=2008-10-15&rft_id=http%3A%2F%2Fwww12.statcan.ca%2Fenglish%2Fcensus06%2Fdata%2Fpopdwell%2FTable.cfm%3FT%3D1201%26SR%3D1%26S%3D0%26O%3DA%26RPP%3D9999%26PR%3D0%26CMA%3D0&rfr_id=info%3Asid%2Fen.wikipedia.org%3AList+of+postal+codes+of+Canada%3A+M">
</span>
<link href="mw-data:TemplateStyles:r886058088" rel="mw-deduplicated-inline-style"/>
</span>
</li>
</ol>
</div>
<table class="navbox">
<tbody>
<tr>
<td style="width:36px; text-align:center">
<a class="image" href="/wiki/File:Flag_of_Canada.svg" title="Flag of Canada">
<img alt="Flag of Canada" data-file-height="600" data-file-width="1200" decoding="async" height="18" src="//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/36px-Flag_of_Canada.svg.png" srcset="//upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/54px-Flag_of_Canada.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/c/cf/Flag_of_Canada.svg/72px-Flag_of_Canada.svg.png 2x" width="36"/>
</a>
</td>
<th class="navbox-title" style="font-size:110%">
<a href="/wiki/Postal_codes_in_Canada" title="Postal codes in Canada">
Canadian postal codes
</a>
</th>
<td style="width:36px; text-align:center">
<a class="image" href="/wiki/File:Canadian_postal_district_map_(without_legends).svg">
<img alt="Canadian postal district map (without legends).svg" data-file-height="846" data-file-width="1000" decoding="async" height="18" src="//upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/21px-Canadian_postal_district_map_%28without_legends%29.svg.png" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/32px-Canadian_postal_district_map_%28without_legends%29.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/eb/Canadian_postal_district_map_%28without_legends%29.svg/43px-Canadian_postal_district_map_%28without_legends%29.svg.png 2x" width="21"/>
</a>
</td>
</tr>
<tr>
<td colspan="3" style="text-align:center; font-size: 100%;">
<table cellspacing="0" style="background-color: #F8F8F8;" width="100%">
<tbody>
<tr>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Newfoundland_and_Labrador" title="Newfoundland and Labrador">
NL
</a>
</td>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Nova_Scotia" title="Nova Scotia">
NS
</a>
</td>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Prince_Edward_Island" title="Prince Edward Island">
PE
</a>
</td>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/New_Brunswick" title="New Brunswick">
NB
</a>
</td>
<td colspan="3" style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Quebec" title="Quebec">
QC
</a>
</td>
<td colspan="5" style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Ontario" title="Ontario">
ON
</a>
</td>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Manitoba" title="Manitoba">
MB
</a>
</td>
<td style="text-align:center; border:1px solid #aaa;">
<a href="/wiki/Saskatchewan" title="Saskatchewan">
SK
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# extracting the raw table inside that webpage
table = soup.find('table')
Postcode = []
Borough = []
Neighbourhood = []
# print(table)
# extracting a clean form of the table
for tr_cell in table.find_all('tr'):
counter = 1
Postcode_var = -1
Borough_var = -1
Neighbourhood_var = -1
for td_cell in tr_cell.find_all('td'):
if counter == 1:
Postcode_var = td_cell.text
if counter == 2:
Borough_var = td_cell.text
tag_a_Borough = td_cell.find('a')
if counter == 3:
Neighbourhood_var = str(td_cell.text).strip()
tag_a_Neighbourhood = td_cell.find('a')
counter +=1
if (Postcode_var == 'Not assigned' or Borough_var == 'Not assigned' or Neighbourhood_var == 'Not assigned'):
continue
try:
if ((tag_a_Borough is None) or (tag_a_Neighbourhood is None)):
continue
except:
pass
if(Postcode_var == -1 or Borough_var == -1 or Neighbourhood_var == -1):
continue
Postcode.append(Postcode_var)
Borough.append(Borough_var)
Neighbourhood.append(Neighbourhood_var)
unique_p = set(Postcode)
print('Number of unique postal code:', len(unique_p))
Number of unique postal code: 77
Postcode_u = []
Borough_u = []
Neighbourhood_u = []
for postcode_unique_element in unique_p:
p_var = ''; b_var = ''; n_var = '';
for postcode_id, postcode_element in enumerate(Postcode):
if postcode_unique_element == postcode_element:
p_var = postcode_element
b_var = Borough[postcode_id]
if n_var == '':
n_var = Neighbourhood[postcode_id]
else:
n_var = n_var + ''+ ', '+ Neighbourhood[postcode_id]
Postcode_u.append(p_var)
Borough_u.append(b_var)
Neighbourhood_u.append(n_var)
toronto_dict = {'Postcode': Postcode_u, 'Borough': Borough_u, 'Neighbourhood': Neighbourhood_u }
df_toronto = pd.DataFrame.from_dict(toronto_dict)
df_toronto.to_csv('toronto.csv')
df_toronto.head(20)
| Postcode | Borough | Neighbourhood | |
|---|---|---|---|
| 0 | M4E | East Toronto | The Beaches |
| 1 | M4B | East York | Woodbine Gardens, Parkview Hill |
| 2 | M1T | Scarborough | Tam O'Shanter |
| 3 | M4A | North York | Victoria Village |
| 4 | M1R | Scarborough | Maryvale, Wexford |
| 5 | M8Z | Etobicoke | Mimico NW, The Queensway West |
| 6 | M3H | North York | Bathurst Manor, Wilson Heights |
| 7 | M6L | North York | Downsview |
| 8 | M5C | Downtown Toronto | St. James Town |
| 9 | M6S | West Toronto | Runnymede, Swansea |
| 10 | M8Y | Etobicoke | Humber Bay, Mimico NE, Old Mill South, The Que... |
| 11 | M4H | East York | Thorncliffe Park |
| 12 | M5E | Downtown Toronto | Berczy Park |
| 13 | M4N | Central Toronto | Lawrence Park |
| 14 | M1G | Scarborough | Woburn |
| 15 | M5L | Downtown Toronto | Commerce Court |
| 16 | M2J | North York | Henry Farm |
| 17 | M9C | Etobicoke | Markland Wood |
| 18 | M1L | Scarborough | Clairlea, Golden Mile, Oakridge |
| 19 | M4X | Downtown Toronto | Cabbagetown, St. James Town |
import time
start = time.time()
'''Geocoder starts here'''
'''Defining a function to use --> get_latlng()'''
def get_latlng(arcgis_geocoder):
# Initialize the Location (lat. and long.) to "None"
lat_lng_coords = None
# While loop helps to create a continous run until all the location coordinates are geocoded
while(lat_lng_coords is None):
g = geocoder.arcgis('{}, Toronto, Ontario'.format(arcgis_geocoder))
lat_lng_coords = g.latlng
return lat_lng_coords
'''Geocoder ends here'''
end = time.time()
print("Time of execution: ", end - start)
Time of execution: 0.0004258155822753906
To check the accuracy of the geocoding, a sample postcode will be used
sample = get_latlng('M4G')
sample
[43.70949500000006, -79.36398897099997]
gg = geocoder.geocodefarm(sample,method = 'reverse')
gg
<[OK] Geocodefarm - Reverse [247 McRae Dr, Toronto, ON M4G 1T7, Canada, Canada]>
import time
start = time.time()
postal_codes = df_toronto['Postcode']
coordinates = [get_latlng(postal_code) for postal_code in postal_codes.tolist()]
end = time.time()
print("Time of execution: ", end - start, "seconds")
Time of execution: 56.94361877441406 seconds
# This will store the Toronto dataframe with coordinates
df_toronto_loc = df_toronto
# The obtained coordinates (latitude and longitude) are joined with the dataframe as shown
df_toronto_coordinates = pd.DataFrame(coordinates, columns = ['Latitude', 'Longitude'])
df_toronto_loc['Latitude'] = df_toronto_coordinates['Latitude']
df_toronto_loc['Longitude'] = df_toronto_coordinates['Longitude']
df_toronto_loc.to_csv('TorontoPostcodes.csv', index = False)
df_toronto_loc.head(5)
| Postcode | Borough | Neighbourhood | Latitude | Longitude | |
|---|---|---|---|---|---|
| 0 | M4E | East Toronto | The Beaches | 43.676531 | -79.295425 |
| 1 | M4B | East York | Woodbine Gardens, Parkview Hill | 43.707535 | -79.311773 |
| 2 | M1T | Scarborough | Tam O'Shanter | 43.784725 | -79.299066 |
| 3 | M4A | North York | Victoria Village | 43.730600 | -79.313265 |
| 4 | M1R | Scarborough | Maryvale, Wexford | 43.750710 | -79.300560 |
# Toronto_coordinates - 43.6532° N, 79.3832° W
toronto_loc = (43.6532, -79.3832)
# create empty map zoomed in on Toronto
map = folium.Map(location = toronto_loc, zoom_start = 12)
display(map)