Individual skill
ajps-data-analysis
Use when executing and reporting the analysis for an American Journal of Political Science (AJPS) manuscript. AJPS will have a third-party verifier re-run your exact code against the numerical results in the main text before publication, so analyze reproducibly from the first line. Guides analysis and reporting norms; it does not fabricate results.
American-Journal-of-Political-Science-Skills/skills/ajps-data-analysis/SKILL.md
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# Data Analysis (ajps-data-analysis)
AJPS reviewers are methodologically sophisticated, and after acceptance an **independent third-party
verifier re-runs your code** against the numbers in the main text before the article is published (see
`ajps-replication-and-verification`). Analyze as if both facts are true — because they are. This skill
covers execution and reporting; design choices live in `ajps-research-design`.
## When to trigger
- Running main and supporting analyses; building the results section
- A reviewer asked for robustness, heterogeneity, or alternative specifications
- Reconciling preregistered vs. exploratory analyses
- Making the analysis reproducible so the verifier's re-run will match
