Overview of the Habits
This site uses the ten-habit structure from the book so readers can move between the print edition and the online companion easily.
- Understand the domain and the people
- Start with a clear analytical plan
- Explore the data before modeling
- Prioritize data quality
- Protect data security and privacy
- Communicate clearly and document your work
- Organize and structure complex data
- Respect qualitative methods and unstructured data
- Know when to do it the old-fashioned way
- Keep learning and contribute to the community
How to use the chapter companion pages
Each chapter page gives you:
- a quick framing of the habit
- why it counts in practice
- ideas to discuss or teach
- links to related toolkit pages when useful