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Minimalist Data Wrangling with Python
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Minimalist Data Wrangling with Python
An open-access textbook
by Marek Gagolewski
v1.1.0.9002
  • About
  • Author
  • This book in PDF
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  • Report bugs or typos (GitHub)
  • Datasets
  • Deep R programming

Start here

  • Preface

Introducing Python

  • 1. Getting started with Python
  • 2. Scalar types and control structures in Python
  • 3. Sequential and other types in Python

Unidimensional data

  • 4. Unidimensional numeric data and their empirical distribution
  • 5. Processing unidimensional data
  • 6. Continuous probability distributions

Multidimensional data

  • 7. From uni- to multidimensional numeric data
  • 8. Processing multidimensional data
  • 9. Exploring relationships between variables

Heterogeneous data

  • 10. Introducing data frames
  • 11. Handling categorical data
  • 12. Processing data in groups
  • 13. Accessing databases

Other data types

  • 14. Text data
  • 15. Missing, censored, and questionable data
  • 16. Time series

Appendix

  • Changelog
  • References
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