Table of Contents for
Data Wrangling with Python

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Data Wrangling with Python by Katharine Jarmul Published by O'Reilly Media, Inc., 2016
  1. Cover
  2. nav
  3. Praise for Data Wrangling with Python
  4. Data Wrangling with Python
  5. Data Wrangling with Python
  6. Preface
  7. 1. Introduction to Python
  8. 2. Python Basics
  9. 3. Data Meant to Be Read by Machines
  10. 4. Working with Excel Files
  11. 5. PDFs and Problem Solving in Python
  12. 6. Acquiring and Storing Data
  13. 7. Data Cleanup: Investigation, Matching, and Formatting
  14. 8. Data Cleanup: Standardizing and Scripting
  15. 9. Data Exploration and Analysis
  16. 10. Presenting Your Data
  17. 11. Web Scraping: Acquiring and Storing Data from the Web
  18. 12. Advanced Web Scraping: Screen Scrapers and Spiders
  19. 13. APIs
  20. 14. Automation and Scaling
  21. 15. Conclusion
  22. A. Comparison of Languages Mentioned
  23. B. Python Resources for Beginners
  24. C. Learning the Command Line
  25. D. Advanced Python Setup
  26. E. Python Gotchas
  27. F. IPython Hints
  28. G. Using Amazon Web Services
  29. Index
  30. About the Authors
  31. Colophon