Dec 2-3, 2019 Data Journalism Training

Share

 

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

  1. Downloading tables from Statistics Canada
  2. Downloading data from an open-data portal
  3. Light data cleaning
  4. Distinguishing between record level and aggregate data
  5. Sorting filtering
  6. Creating a pivot table
  7. Summing totals
  8. Formatting numbers
  9. 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

StatCan release schedules

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)

Residency ownership of residential properties by property type and period of construction, provinces of Nova Scotia, Ontario and British Columbia

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 

Parliamentarians

Elections BC

Elections Saskatchewan

The National Post’s Follow the Money Project

Open data portals

Alberta Open Data Portal

Alberta Public Disclosure of Salary and Severance

Federal Open Data Portal

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

Saskatchewan Open Data Portal

A More Complete List of Open Data Portals

Day Two

What you will learn day two

  1. Continuation of pivot tables
  2. Working with federal political contribution data
  3. Using an If statement to substitute political party names with ID numbers in a new column in federal political contribution dataset
  4. Using Google Sheets to dig into federal political donation data
  5. Continued use of special functions to analyse data
  6. How to find data online
  7. Building data into your workflow

Links

Bankruptcies

Office of the Superintendent of Bankruptcy Canada

Lobbyists Registries

Alberta Lobbyist Registry

Lobbyists (Edmonton)

B.C. Lobbyists Registry

Federal Lobbyists Registry

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

Alberta Open Data Portal

City of Calgary Open Data Portal

City of Vancouver Open Data Portal

City of Saskatoon Open Data Portal

Saskatchewan Open Data Portal

 

Regional Development Spending

Western Economic Diversification:Notice of deleted dataset

Download deleted dataset by clicking here.

Pipelines

Canada Energy Regulator

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

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.

IntroArcGISOnline_media.pdf

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.

QuarterlyContributions.xlsx

Alberta_Lobbyists.xlsx

Gun registry for prohibited and restricted firearms

National Parole Board Pardon Statistics

Excel Formula Library.zip

Chrome Scraper

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/