David McKie
1-613-290-7380 (cell)
Email: davidmckiec@gmail.com
David and Fred are co-authors of
“The Data Journalist: Getting the Story“
David McKie and Jim Bronskill are co-authors of
Your Right To Know: How to Use the Law to
Get Government Secrets
Introduction: What is this course
Generally speaking, data journalism describes three disciplines. First, the use of data analysis and mapping software to spot newsworthy trends; second, the ability to make people see your trend with the help of cloud-based visualization programs such as ArcGIS Online and Tableau Public; third, using coding skills to create interactive web pages and news applications.
This two-day course will focus on the first set of skills, allowing reporters and producers to conduct more in-depth research to get original ideas for daily stories and longer-term projects. The tool of choice will be a spreadsheet, the “Swiss Army knife of data journalism.”
Why is a course like this necessary for journalists?
Because we are awash in data, everything from federal, provincial and municipal open-data portals, to the largest dataset of all, the internet, of which social media is a huge part. In an era where original journalism will help us distinguish us from our competitors and hold policy makers and politicians to account, we can’t afford to ignore this data. Think of it this way, how good would our journalism be if we ignored court documents or company financial reports, arguing that they were too complicated? The answer is obvious. So, then, why would we ignore data just because gaining access to it involves a bit of a learning curve?
The good news is that getting started is far easier than you think.
By the end of the two days, you’ll be ready to return to your newsroom and begin employing your new skills to help tell stories.
Day One
What you will learn on day one
- Downloading tables from Statistics Canada
- Downloading data from an open-data portal
- Light data cleaning
- Distinguishing between record level and aggregate data
- Sorting filtering
- Creating a pivot table
- Summing totals
- Formatting numbers
- How to go beyond the headlines to make pitches
Links
Examples of data-driven stories
Albertans donated the most to federal parties — and Quebecers the least — ahead of the 2019 election
Walmart: Thousands of police calls. You paid the bill.
International buyers eye N.S. vacation properties — especially in Cape Breton
Calgary has 1,200 playground zones. Most speeding tickets are issued in just these 10 spots
Set up to fail: Why women still don’t win elections as often as men in Canada
The Year in Data Journalism 2018
The Year in Data Journalism 2017
Statistics Canada
Statistics Canada’s data tables
Canada added 54,000 jobs in September, StatsCan says
To obtain the Statistics Canada tutorial on using data tables, please click here.
Statistics Canada: Labour Force Survey, September 2019
Alberta squeaks out title as Canada’s top cannabis market with $123.6M sold
Retail trade sales by province and territory (x 1,000)
Gross domestic product (GDP) at basic prices, by industry, monthly (x 1,000,000)
Statistics Canada’s incident-based crime statistics by detailed violations data
North American Industry Classification System (NAICS) Canada 2017 Version 3.0
Gross Domestic Product by Industry – National (Monthly) (GDP)
Population estimates, July 1, by census metropolitan area and census agglomeration, 2016 boundaries
Elections and political donations
UCP leads Alberta political parties following third quarter fundraising
Elections Alberta – Financial Disclosures
Conservatives top Liberals in Q3 fundraising
Elections Canada: Financial Returns Registered Parties
October 21, 2019 Federal Election Results
The National Post’s Follow the Money Project
Open data portals
Alberta Public Disclosure of Salary and Severance
City of Calgary Open Data Portal
City of Edmonton Open Data Portal
City of Edmonton Open Data Portal: Food Establishment Inspections
BC Public Sector Compensation Disclosures & Reports
Ontario Public Disclosure of Salary and Severance
City of Vancouver Open Data Portal
City of Saskatoon Open Data Portal
A More Complete List of Open Data Portals
Day Two
What you will learn day two
- Continuation of pivot tables
- Working with federal political contribution data
- Using an If statement to substitute political party names with ID numbers in a new column in federal political contribution dataset
- Using Google Sheets to dig into federal political donation data
- Continued use of special functions to analyse data
- How to find data online
- Building data into your workflow
Links
Bankruptcies
Personal insolvencies hit highest level in a decade
Office of the Superintendent of Bankruptcy Canada
Lobbyists Registries
Salaries
Top public sector earners revealed in annual Alberta sunshine list
Public sector body compensation disclosure table
Alberta Public Disclosure of Salary and Severance
BC Public Sector Compensation Disclosures & Reports
Ontario Public Disclosure of Salary and Severance
Net corporate income tax revenue, Alberta
https://open.alberta.ca/opendata/net-corporate-income-tax-revenue
Open Data Portals
City of Calgary Open Data Portal
City of Vancouver Open Data Portal
City of Saskatoon Open Data Portal
Regional Development Spending
Western Economic Diversification:Notice of deleted dataset
Download deleted dataset by clicking here.
Pipelines
Access to information
Access to Information:search through summaries
Access to Information: Proactive Disclosure – Briefing Note Titles and Numbers
British Columbia Completed Freedom of Information Requests
Tutorials
Tutorial: A quick video how-to session on using the agency’s data tables.
https://www.statcan.gc.ca/eng/sc/video/howto
For the tutorial explaining how to download the federal donation data please click here.
To obtain the pivot table tutorial, please click here.
Follow this tutorial which explains how to download, save and open the donations table. Upload the Conservative Party leadership contribution file to Google Sheet. Determine which candidate raised the most money and attracted the highest number of donors.
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.
To download the ArcGIS Online tutorial for Story Map Journal templates ( beginning at Exercise: 7 on page 28 ), please click here.
To download the QGIS geocoding tutorial, please click here.
Datasets for Download
To download the data used in the Calgary speeding ticket series, please click here.
Gun registry for prohibited and restricted firearms
National Parole Board Pardon Statistics
Extra Links
Elections Alberta – Financial Disclosure
http://efpublic.elections.ab.ca/
Lobbyists (Alberta)
http://www.lobbyistsact.ab.ca/LRS/Search.nsf/$$Search
City of Edmonton Open Data Portal
https://data.edmonton.ca/
City of Calgary Open Data Portal
https://data.calgary.ca/
Alberta Open Data Portal
https://www.alberta.ca/open-government-program.aspx
Federal Open Government Portal
https://search.open.canada.ca/en/od/?sort=last_modified_tdt%20desc&page=1&search_text=&od-search-portal=Open%20Data&_ga=2.63530023.904268769.1575065690-706319650.1563212361
CFIA – License suspensions and cancellations
https://open.canada.ca/data/en/dataset/01d04912-6922-43a3-a548-c0bd108f86b0
CFIA – Administrative Monetary Penalties repeat violators
https://open.canada.ca/data/en/dataset/d6759200-c154-4f07-8494-5bfdb3bccb65
Open Data Inventory – Treasury Board Secretariat
https://open.canada.ca/data/en/dataset/4ed351cf-95d8-4c10-97ac-6b3511f359b7
Wages — Employment and Social Development Canada
https://open.canada.ca/data/en/dataset/adad580f-76b0-4502-bd05-20c125de9116
Public Accounts
https://open.canada.ca/data/en/dataset?portal_type=dataset&q=Public+accounts&organization=pwgsc-tpsgc
Public Accounts of Canada 2017–2018
https://www.tpsgc-pwgsc.gc.ca/recgen/cpc-pac/2018/index-eng.html
Quarterly Survey of Capital Expenditures – Oil and Gas Activities
http://www23.statcan.gc.ca/imdb/p2SV.pl?Function=getSurvey&SDDS=5186
Capital expenditures, oil and gas extraction industries, Canada (x 1,000,000)
https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=2510005401
Statistics Canada
https://www.statcan.gc.ca/eng/start
Bank of Canada
https://www.bankofcanada.ca/