Data Journalism Tools
Tools to take notes on
Code
- Dataproofer:
- EJ Fox + Ian Johnson (Private)'s Knight Project
- Visualize cells in spreadsheet heatmap that don't pass JS tests that you write
- "Data quality checker", see also
- Missingno (Aleksey Bilogur), Great expectations, goodtables.py (frictionless data spec)
- Datasharer (ICIJ):
- Used for Panama papers, ease process of finding structured entities in raw documents and finding relationships
- https://datashare.icij.org/
- Workbench
- See Chris Groskopf (Private)'s plugin from pre-538 experiments for importing Census data: tweet
- Cookiecutter data science template (see Peter Bull's ODSC presentation)
Process
- Bad Data Guide (Quartz)
- Quantitative Editing Guide at FiveThirtyEight (Laura Bronner) src
- What you'll need (data, docs, data reshaping code, data analysis code)
- Questions to ask in advance, during review,
Applied
- Neo4j / graphistry
- Panama papers analysis
- Buzzfeed news on FINCen / SRI