Task

Create a Python analysis starter plan for {Dataset} to answer {Research Question} with EDA, hypotheses, and visuals.

Context

Environment: {Notebook/Script}. Libraries allowed: {Libraries}. Constraints: {Time/Compute}. Data dictionary: {Data Dictionary}.

Requirements

  • Provide a step-by-step EDA checklist (types, missingness, distributions, outliers).
  • Propose 3–5 hypotheses and how to test them statistically.
  • Suggest 6–10 plots (with what they show and which variables).
  • Include a starter code outline (functions, folder structure, reproducibility).
  • End with a “next experiments” section.

Output Format

  • EDA Plan
  • Hypotheses & Tests
  • Visualization Plan
  • Code Outline
  • Next Experiments

Notes

Prioritize decisions: what would you do differently depending on results? If {Dataset} is sensitive, include privacy-safe handling tips.