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.

Patterns for Data Manipulation
Manipulate your data with ease.

Master predictable patterns to clean, visualize, prepare, pivot, summarize, and predict data. Write code that is easy to use, debug, come back to a week later, and put into production. Stop worrying about if you will be able to use your Jupyter notebook when you come back tomorrow.

Learn how to quickly and reliable load, clean, and prepare data. Think about data processing like a "recipe".