This is a guide to many pandas tutorials, geared mainly for new users.

Internal Guides

pandas’ own 10 Minutes to pandasopen in new window.

More complex recipes are in the Cookbookopen in new window.

A handy pandas cheat sheetopen in new window.

Community Guides

pandas Cookbook by Julia Evans

The goal of this 2015 cookbook (by Julia Evansopen in new window) is to give you some concrete examples for getting started with pandas. These are examples with real-world data, and all the bugs and weirdness that entails. For the table of contents, see the pandas-cookbook GitHub repositoryopen in new window.

Learn Pandas by Hernan Rojas

A set of lesson for new pandas users: https://bitbucket.org/hrojas/learn-pandasopen in new window

Practical data analysis with Python

This guideopen in new window is an introduction to the data analysis process using the Python data ecosystem and an interesting open dataset. There are four sections covering selected topics as munging dataopen in new window, aggregating dataopen in new window, visualizing dataopen in new window and time seriesopen in new window.

Exercises for new users

Practice your skills with real data sets and exercises. For more resources, please visit the main repositoryopen in new window.

Modern pandas

Tutorial series written in 2016 by Tom Augspurgeropen in new window. The source may be found in the GitHub repository TomAugspurger/effective-pandasopen in new window.

Excel charts with pandas, vincent and xlsxwriter

Video Tutorials

Various Tutorials