We're sharing the third edition of the bestselling book Python for Data Analysis, including complete sample code repositories, PDF version, and online access links.

About the Book

  • First Edition (2012): Introduced pandas during its nascent development phase

  • Second Edition (2016-2017):

    • Migrated from Python 2.7 to 3.6
    • Incorporated pandas advancements over five years

  • Third Edition (2022):

    • Synchronized with Python 3.10/3.11 (released late 2022)
    • Updated for latest pandas, NumPy, and related ecosystem developments


Book cover

Resource Access

PDF & Offline Code:
Join Malagis Telegram group for download:

Alternative Formats

Online HTML Version:
https://wesmckinney.com/book/

Source Code Repositories: