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Contributing

Thanks for improving this data analysis teaching repository.

Good Contributions

  • more realistic business datasets
  • clearer analysis explanations
  • chart styling improvements that keep the teaching value high
  • additional case ideas with concise business context

Contribution Rules

  • keep examples reproducible and beginner-friendly
  • explain the business meaning of metrics, not only the code
  • avoid overly complex notebook-only flows; scripts should remain easy to run
  • update CHANGELOG.md when the output or repository structure changes

Local Checks

pip install -r requirements.txt
python analysis/sales_report.py
python analysis/customer_feedback_report.py