Making Sense of Data for Journalists – Dec 7, 8, 2022

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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/

https://www.thestar.com/news/gta/2021/04/26/emily-victoria-viegass-death-puts-spotlight-on-increasing-spread-of-covid-19-in-younger-people-in-third-wave.html

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/

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

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