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

Colophon

The animal on the cover of Data Wrangling with Python is a blue-lipped tree lizard (Plica umbra). Members of the Plica genus are of moderate size and, though they belong to a family commonly known as neotropical ground lizards, live mainly in trees in South America and the Caribbean. Blue-lipped tree lizards predominantly consume ants and are the only species in their genus not characterized by bunches of spines on the neck.

Many of the animals on O’Reilly covers are endangered; all of them are important to the world. To learn more about how you can help, go to animals.oreilly.com.

The cover image is from Lydekker’s Natural History. The cover fonts are URW Typewriter and Guardian Sans. The text font is Adobe Minion Pro; the heading font is Adobe Myriad Condensed; and the code font is Dalton Maag’s Ubuntu Mono.