King’s Data School – June 21-25, 2021

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Data

Coronavirus disease (COVID-19): Outbreak update
https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection.html?topic=tilelink#a1

CERB payments across Canada
https://www.datawrapper.de/_/hThsr/

CEWS Registry Results
https://bit.ly/3wZlnW6

Toronto neighourhoods
https://open.toronto.ca/dataset/neighbourhoods/

Toronto City Wards
https://open.toronto.ca/dataset/city-wards/

COVID-19 in Ottawa Neighbourhoods
https://www.neighbourhoodstudy.ca/covid-19-in-ottawa-neighbourhoods/

COVID-19 in Ontario
https://covid-19.ontario.ca/
https://data.ontario.ca/dataset?keywords_en=COVID-19

Ontario COVID-19 Data Tool
https://www.publichealthontario.ca/en/data-and-analysis/infectious-disease/covid-19-data-surveillance/covid-19-data-tool?tab=outbreaks

COVID-19: Status of Cases in Toronto
https://www.toronto.ca/home/covid-19/covid-19-latest-city-of-toronto-news/covid-19-status-of-cases-in-toronto/

Region of Peel – COVID-19 Mapping Dashboard
https://experience.arcgis.com/experience/e21b45996d0b4f77a045447ff65b9831

SANTÉ MONTRÉAL
https://santemontreal.qc.ca/en/public/coronavirus-covid-19/situation-of-the-coronavirus-covid-19-in-montreal/#c41383

Montreal Public Health: Coronavirus COVID-19
https://santemontreal.qc.ca/en/public/coronavirus-covid-19/

Novel coronavirus (COVID-19) cases in Nova Scotia
https://novascotia.ca/coronavirus/data/

Nova Scotia Data Visualization
https://dalspatial.maps.arcgis.com/apps/opsdashboard/index.html#/f783d6c1568b4c40baa3de148f66810c

COVID-19 vaccination in Canada
https://health-infobase.canada.ca/covid-19/vaccine-administration/

COVID-19 Vaccination Tracker – Canada
https://covid19tracker.ca/vaccinationtracker.html

Canada’s COVID Vaccine Progress
https://trevortombe.github.io/covidgraphs/

Provisional weekly estimates of the number of deaths, expected number of deaths and excess mortality: Interactive Tool
https://www150.statcan.gc.ca/n1/pub/71-607-x/71-607-x2020023-eng.htm

Download today’s data on the geographic distribution of COVID-19 cases worldwide
https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide

Community Data Program
http://communitydata.ca/

Global

Cumulative COVID-19 vaccination does administered per 100 people – Our World in Data
https://bit.ly/3v1JfH3

COVID Data Tracker – Centers for Disease Control and Prevention
https://covid.cdc.gov/covid-data-tracker/#health-equity-data

COVID-19 Vaccinations – Our World in Data
https://ourworldindata.org/covid-vaccinations

COVID-19 Data & Statistical Sources
https://mdl.library.utoronto.ca/covid-19/data

Statistics Canada

Population estimates, quarterly
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000901

Population estimates on July 1st, by age and sex
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000501

Census Profile, 2016 Census
https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/prof/index.cfm?Lang=E

2021 Census dissemination planning
https://www12.statcan.gc.ca/census-recensement/2021/ref/prodserv/release-diffusion-eng.cfm

Changes made by businesses to adapt to the COVID-19 pandemic, by business characteristics
https://www150.statcan.gc.ca/t1/tbl1/en/cv.action?pid=3310025001

COVID-19 death comorbidities in Canada
https://www150.statcan.gc.ca/n1/pub/45-28-0001/2020001/article/00087-eng.htm

COVID-19 mortality rates in Canada’s ethno-cultural neighbourhoods
https://www150.statcan.gc.ca/n1/pub/45-28-0001/2020001/article/00079-eng.htm

Statistics Canada Tables
https://www150.statcan.gc.ca/n1/en/type/data

Population and demography statistics
https://www.statcan.gc.ca/eng/subjects-start/population_and_demography

Worldometer
https://www.worldometers.info/world-population/canada-population/

Population estimates, July 1, by census metropolitan area and census agglomeration, 2016 boundaries
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710013501

Population estimates on July 1st, by age and sex
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000501

Infographic: Police-reported hate crime in Canada, 2019
https://www150.statcan.gc.ca/n1/pub/11-627-m/11-627-m2021021-eng.htm

Police-reported hate crime in Canada, 2019
https://www150.statcan.gc.ca/n1/pub/85-002-x/2021001/article/00002-eng.htm

Police-reported hate crime, by type of motivation, Canada (selected police services)
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3510006601

Police-reported hate crime, by most serious violation, Canada (selected police services)
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3510006701

Police-reported hate crime, number of incidents and rate per 100,000 population, Census Metropolitan Areas
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3510019101

Canadian Institute for Health Information
https://www.cihi.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/

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

Visualizations

Interactive data visualizations of COVID-19 – Government of Canada
https://health-infobase.canada.ca/covid-19/visual-data-gallery/

 INTERACTIVE GRAPHICS: Emily Victoria Viegas’s death puts spotlight on increasing spread of COVID-19 in younger people in third wave

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

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/

Access to information

Sessional Papers on COVID-19 released to the standing committee on health
https://www.ourcommons.ca/content/Committee/Motion2020-10-26/index-e.html

Additional Resources

2021_UCR_Manual_FINAL_ENG (002).pdf

STATS check | Sense About Science USA

GitHub – tomcardoso/foi-data-journalism: A talk on marrying freedom of information requests and data journalism for criminal justice reporting

Welcome | R for Data Science (had.co.nz)

GitHub – tomcardoso/intro-to-scraping: An introduction to web and document scraping

IRE’s storyboarding worksheet

Datasets

Terror-related_updated.zip

Incident_based_crime_statistics_MySQLdumpfile.zip

Excel Formula Library.zip

Gun registry for prohibited and restricted firearms

National Parole Board Pardon Statistics