Effective Pandas, Patterns for Data Manipulation

Effective Pandas: Patterns for Data Manipulation (Treading on Python)

Best practices for manipulating data with Pandas. This book will arm you with years of knowledge and experience that are condensed into an easy-to-follow format. Rather than taking months reading blogs and websites and searching mailing lists and groups, this book will teach you how to write good Pandas code.

It covers:

• Series manipulation
• Creating columns
• Summary statistics
• Grouping, pivoting, and cross-tabulation
• Time series data
• Visualization
• Chaining
• Debugging code
• and more…