- Code and Data for the Social Sciences: A Practitioner’s Guide, Gentzkow and Shapiro.
- Good enough practices in scientific computing, Wilson et al.
- Best Practices for Scientific Computing, Wilson et al.
- Principled Data Processing, Patrick Ball.
- The Plain Person’s Guide to Plain Text Social Science, Healy.
- Avoiding technical debt in social science research, Toor.
- For background on Technical Debt: Wikipedia; D. Sculley et al., Machine Learning: The High-Interest Credit Card of Technical Debt