David and Fred are co-authors of
“The Data Journalist: Getting the Story“
Links
Government Open Data Portals
Federal
The Open Data Charter
https://opendatacharter.net/who-we-are/
Open Data 101
https://open.canada.ca/en/open-data-principles
Open Data Portal
https://open.canada.ca/en/open-data
Open Government – Proactive disclosure and access to information
https://open.canada.ca/en
Federal mandate letters
https://pm.gc.ca/en/mandate-letters
Information about programs and holdings
https://www.canada.ca/en/treasury-board-secretariat/services/access-information-privacy/access-information/information-about-programs-information-holdings.html
Provinces and territories
B.C.
http://www.openinfo.gov.bc.ca/ibc/index.page?
http://www.data.gov.bc.ca/
Alberta
http://data.alberta.ca/
Saskatchewan Open Data
http://www.opendatask.ca/
Manitoba
https://www.gov.mb.ca/openmb/index.html
Ontario
http://www.ontario.ca/government/open-data-ontario
Québec Ouvert (les données ouvertes pour le Québec)
http://quebecouvert.org/
New Brunswick
https://gnb.socrata.com/
Nova Scotia
https://data.novascotia.ca/
Newfoundland and Labrador
http://open.gov.nl.ca/
Prince Edward Island
https://www.princeedwardisland.ca/en/search/site/?f%5B0%5D=type%3Aservice&f%5B1%5D=field_service_topics%3A2237
Yukon
https://open.yukon.ca/data/
Northwest Territories
https://www.opennwt.ca/
Nunavut
https://open.canada.ca/data/en/dataset?keywords=Nunavut&page=1
Cities
Edmonton
http://data.edmonton.ca/
Halifax
https://www.halifax.ca/home/open-data
Fredericton
http://www.fredericton.ca/en/open-data
Mississauga
http://www.mississauga.ca/portal/residents/mississaugadata
Oakville
http://oakville.ca/data/
Saskatoon
http://opendata-saskatoon.cloudapp.net/
Ottawa
http://data.ottawa.ca/en/?page=1
Toronto
https://www.toronto.ca/city-government/data-research-maps/open-data/open-data-catalogue/
Saint John
http://catalogue-saintjohn.opendata.arcgis.com/
St. John’s
http://www.stjohns.ca/event/open-data
Vancouver
https://opendata.vancouver.ca/pages/home/
Winnipeg
https://data.winnipeg.ca/
http://www.mbcdp.ca/local-data-portals.html
Statistics Canada
Statistics Canada release schedule
https://www150.statcan.gc.ca/n1/dai-quo/cal1-eng.htm
Statistics Canada’s data tables
Labour Force Survey, Nov 2022
https://www150.statcan.gc.ca/n1/daily-quotidien/221202/dq221202a-eng.htm
Income of individuals by age group, sex and income source, Canada, provinces and selected census metropolitan areas1
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1110023901
How to use Statistics Canada’s data tables
https://www.statcan.gc.ca/en/sc/video/howto
How to use Statistics Canada’s Canadian International Merchandise (CIMT) web app
https://www.statcan.gc.ca/en/sc/video/CIMT-web-application
Unemployment rate, participation rate, and employment rate by type of student during school months, monthly, unadjusted for seasonality
https://www150.statcan.gc.ca/t1/tbl1/en/cv.action?pid=1410002101
Population estimates, quarterly
https://www150.statcan.gc.ca/t1/tbl1/en/cv.action?pid=1710000901
Population estimates on July 1st, by age and sex
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000501
Labour Force Survey in brief: Interactive app
https://www150.statcan.gc.ca/n1/pub/14-20-0001/142000012018001-eng.htm
Gross domestic product (GDP) at basic prices, by industry, monthly, growth rates (x 1,000,000)
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3610043402
Definition of the “chained dollars” reference in the GDP numbers
https://dictionary.university/Chained%20dollars
Real Gross Domestic Product definition
https://www.investopedia.com/terms/r/realgdp.asp
Census
Guide to the Census of Population, 2021
https://www12.statcan.gc.ca/census-recensement/2021/ref/98-304/index-eng.cfm
Dictionary, Census of Population, 2021
https://www12.statcan.gc.ca/census-recensement/2021/ref/dict/az/index-eng.cfm
Census release schedule
https://census.gc.ca/census-recensement/2021/ref/prodserv/release-diffusion-eng.cfm
Census Profile, 2021 Census of Population
https://www12.statcan.gc.ca/census-recensement/2021/dp-pd/prof/index.cfm?Lang=E
Census Program Data Viewer
https://www12.statcan.gc.ca/census-recensement/2021/dp-pd/dv-vd/cpdv-vdpr/index-eng.cfm
2021 Census – Boundary Files
https://www12.statcan.gc.ca/census-recensement/2021/geo/sip-pis/boundary-limites/index2021-eng.cfm?year=21
Census Profile, 2016 Census
https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/prof/details/page.cfm?Lang=E&Geo1=PR&Code1=01&Geo2=&Code2=&SearchText=Canada&SearchType=Begins&SearchPR=01&B1=All&TABID=1&type=0
2016 Census – Boundary files
https://www12.statcan.gc.ca/census-recensement/2011/geo/bound-limit/bound-limit-2016-eng.cfm
Statistics Canada Instagram releases
https://www.instagram.com/statcan_eng/
Statscan medium income release on Instagram
https://www.instagram.com/p/CgxeqApLtVB/
Population estimates, July 1, by census metropolitan area and census agglomeration, 2016 boundaries
https://www150.statcan.gc.ca/t1/tbl1/en/cv.action?pid=1710013501
Federal institutions
High inflation is hitting people on fixed disability benefits hard
https://www.cbc.ca/news/business/inflation-disability-benefits-odsp-canada-benefits-cpp-1.6427751
Question Period Note: Cbc news story: high inflation is hitting people on fixed disability benefits hard
https://search.open.canada.ca/qpnotes/record/esdc-edsc,EWDDI-JUN2022-012
Annual reports on public opinion research
https://www.tpsgc-pwgsc.gc.ca/rop-por/rapportsannuels-annualreports-eng.html
Search for a report
https://library-archives.canada.ca/eng/services/government-canada/public-opinion-research/pages/search-por-reports.aspx#a1
Search for reports older than six months (NOTE: In the search bar use “Public opinion research” in quotes, the AND operator and then the keyword such as “immigration”)
https://recherche-collection-search.bac-lac.gc.ca/eng/Home/Search?q=public+opinion&num=25&start=0&DateBucket=2020-2029
Government of Canada Public Opinion Research Reports
https://epe.lac-bac.gc.ca/100/200/301/pwgsc-tpsgc/por-ef/index.html
Polling Fundamentals
https://ropercenter.cornell.edu/polling-and-public-opinion/polling-fundamentals
Angus Reid Institute
https://angusreid.org/
Leger
https://leger360.com/
Nanos Research
https://nanos.co/
Abacus Data
https://abacusdata.ca/
The Bank of Canada
https://www.bankofcanada.ca/
Statistics Canada
https://www.statcan.gc.ca/en/start
Office of the Superintendent of Bankruptcy
https://ised-isde.canada.ca/site/office-superintendent-bankruptcy/en
Office of the Superintendent of Bankruptcy – open data portal
https://search.open.canada.ca/en/od/?od-search-portal=Open+Data&search_text=office+of+the+superintendent+of+bankruptcy
Canadian Institute for Health Information
https://www.cihi.ca/en
Canada Revenue Agency – List of Charities
https://apps.cra-arc.gc.ca/ebci/hacc/srch/pub/dsplyBscSrch?request_locale=en
COVID-19 vaccination in Canada
https://health-infobase.canada.ca/covid-19/vaccine-administration/
Canadian Housing and Mortage Corporation
https://www.cmhc-schl.gc.ca/en/
Boundary Files
COVID-19 in Ottawa Neighbourhoods
https://www.neighbourhoodstudy.ca/covid-19-in-ottawa-neighbourhoods/
Toronto neighourhoods
https://open.toronto.ca/dataset/neighbourhoods/
Toronto City Wards
https://open.toronto.ca/dataset/city-wards/
Ministry of Health Public Health Unit Boundary
https://geohub.lio.gov.on.ca/datasets/ministry-of-health-public-health-unit-boundary/data?geometry=-168.377%2C38.920%2C-1.122%2C58.787
COVID-19 in Ontario
https://covid-19.ontario.ca/
https://data.ontario.ca/dataset?keywords_en=COVID-19
Visualizations
Tableau desktop
https://www.tableau.com/products/desktop
Tableau Public
Discover | Tableau Public
ArcGIS Online
https://www.arcgis.com/home/index.html
QGIS
https://qgis.org/en/site/
Interactive data visualizations of COVID-19 – Government of Canada
https://health-infobase.canada.ca/covid-19/visual-data-gallery/
WHO pandemic timeline
https://www.who.int/emergencies/diseases/novel-coronavirus-2019/interactive-timeline#event-72
Cumulative COVID-19 vaccination does administered per 100 people — Our World in Data
https://bit.ly/3gfGKvr
Coronavirus World Map: Tracking the Global Outbreak
https://www.nytimes.com/interactive/2020/world/coronavirus-maps.html?action=click&module=Top%20Stories&pgtype=Homepage
Stories
Despite pandemic, Canada’s population grows at fastest rate in G7: census
https://www.cbc.ca/news/politics/census-2021-release-population-cities-1.6344179
Canadian census data shows rise in households with multiple generations of families
https://globalnews.ca/news/8986133/canada-census-data-families-2021/
Linguistic diversity on the rise in Canada: census
https://montreal.citynews.ca/2022/08/17/linguistic-diversity-canada-census/
Population share of immigrants, permanent residents hits 23% record: census
https://www.cbc.ca/news/politics/statistics-canada-immigration-census-1.6629861
Census shows high rate of undergraduate and college education among Canadians, but complex trends lie behind it
https://www.theglobeandmail.com/canada/article-census-2021-university-college-graduate/
Census data shows 300,000 Quebec kids eligible for English school, 76% attend
https://www.cbc.ca/news/canada/montreal/english-school-statscan-1.6669265
Ontario just released its 2021 Sunshine List of $100K+ earners. See it for yourself
https://www.cbc.ca/news/canada/toronto/ontario-2021-sunshine-list-1.6397437
Power Gap – The Globe and Mail
https://www.theglobeandmail.com/topics/powergap/
Canada’s unemployment rate declined slightly to 5.1 per cent, wages grow again
https://www.ctvnews.ca/business/canada-s-unemployment-rate-declined-slightly-to-5-1-per-cent-wages-grow-again-1.6177979
L6P – The Globe and Mail
https://www.theglobeandmail.com/topics/l6p/
How we did it: How The Globe uncovered systemic bias in prisoners’ risk assessments
https://www.theglobeandmail.com/canada/article-investigation-racial-bias-in-canadian-prisons-methodology/
Hate crimes underreported, Halifax police chief tells board of commissioners
https://www.cbc.ca/news/canada/nova-scotia/polic-commission-hate-crimes-reporting-1.6074252
Canada’s data gaps hampered COVID-19 pandemic response, hurting vaccination tracking: report
https://www.theglobeandmail.com/canada/article-canadas-data-gaps-hampered-pandemic-response-hurting-vaccination/
Case study
‘Scared to death to go to school’: York Memorial students stage mass walkout amid concerns over violence, teacher shortage
https://www.thestar.com/news/gta/2022/12/02/scared-to-death-to-go-to-school-york-memorial-students-stage-mass-walkout-amid-concerns-over-violence-teacher-shortage.html
‘Scared to death to go to school’: York Memorial students stage mass walkout amid concerns over violence, teacher shortage (uploaded as a PDF)
http://www.davidmckie.com/Scared to death to go to school.pdf
York Memorial Collegiate Institute
https://schoolweb.tdsb.on.ca/yorkmemorial
York Memorial Collegiate Institute (Google Maps)
https://bit.ly/3gZUcbs
York Memorial Collegiate Institute – Instagram
https://www.instagram.com/explore/tags/yorkmemorialcollegiateinstitute/
York South-Weston
https://www.toronto.ca/city-government/data-research-maps/neighbourhoods-communities/ward-profiles/ward-5-york-south-weston/
York South-Weston – census profile 2016-2018
https://www.toronto.ca/wp-content/uploads/2018/09/96e6-City_Planning_2016_Census_Profile_2018_25Wards_Ward05.pdf
For Youth Initiative
https://www.foryouth.ca/
Parents of Black Children
https://parentsofblackchildren.org/our-story/
Elementary and secondary schools — Ontario data portal
https://data.ontario.ca/en/dataset?q=elementary+and+public+schools&sort=score+desc%2C+metadata_modified+desc
Elementary and secondary schools — Ontario data portal – uploaded to Google Sheets
https://docs.google.com/spreadsheets/d/1HhKF_ectrNY7aOnvv7FSL0JimDxxERdJBkXa5Nz7i5c/edit#gid=2108839762
Elementary and secondary schools — Ontario data portal – saved in an Excel workbook
http://www.davidmckie.com/School information and student demographics_en_november2022.xlsx
Census Program Data Viewer
https://www12.statcan.gc.ca/census-recensement/2021/dp-pd/dv-vd/cpdv-vdpr/index-eng.cfm
Immigration and income – Toronto – Census 2021 – ArcGIS Online
https://cdn-mediaprogram.maps.arcgis.com/home/webmap/viewer.html?webmap=5f8c6344b60f4a6c86e05c4bee0e9a37
Immigration and income – Toronto – Census 2021 – ArcGIS Online
http://www.davidmckie.com/35689-2/
Resources
A checklist of questions for data analysis.pdf
All the Best Microsoft Excel Keyboard Shortcuts
https://www.howtogeek.com/361582/all-the-best-microsoft-excel-keyboard-shortcuts/
Excel Shortcuts for Mac to Make Your Life Easy
https://www.99signals.com/excel-shortcuts-for-mac/
Tutorials
To obtain the pivot table tutorial, please click here.
Data Journalism Academy
https://sites.google.com/view/mj-basic-data-academy/home?authuser=0
https://sites.google.com/view/mj-basic-data-academy/excel-magic?authuser=0
Google Sheets guide in Excel worksheets
SpiceUpYourSheetLife_ExcelGoogleSheetTips_BenCollins.pdf
Create a pivot table in Google Sheets with the help of this tutorial.
To obtain the tutorial on calculating per cents, please click here.
To obtain the specialized functions tutorial, please click here.
Math Tools for Journalists
https://www.amazon.ca/Math-Tools-Journalists-Professor-Professional/dp/0972993746
Data Visualization: A Primer
https://open.canada.ca/en/data-visualization
Video three: downloading Statistics Canada Tables
Data Visualization: A Primer
https://open.canada.ca/en/data-visualization
Tableau Video Tutorial
Getting data into Tableau:
https://www.youtube.com/watch?v=rrt8hyOaZRI
Working with data:
https://www.youtube.com/watch?v=a7nuVSsXWeM
Building dashboards:
https://www.youtube.com/watch?v=Es50LH0Pbiw
Tableau tutorial using Statcan labour force and industrial sector data
https://www.youtube.com/watch?v=-CEY1Ng_5as
ArcGIS tutorials
Learn ArcGIS
https://learn.arcgis.com/en/gallery/#?t=path&p=agol
ArcGIS Online Tutorial
http://www.davidmckie.com/ArcGISOnline_tutorial-FINAL.pdf
Introduction to ArcGIS Online
https://storymaps.arcgis.com/stories/0bdde1dc046541b6af8b4d3a528491ca
Sharing your maps
https://storymaps.arcgis.com/stories/69d5030927764b23ba19cd0cb8b922d0
ArcGIS StoryMaps
https://storymaps.arcgis.com/stories/1fe82b574bcd4f07a9c803bb42067652