pandas

Python Data Science Handbook: Essential Tools for Working with Data

A review of the Python Data Science Handbook, which covers IPython, NumPy, pandas, Matplotlib and machine learning with Scikit-Learn, and was written by Jake VanderPlas.

GitHub in 2013: Pull Request Actors

An IPython notebook presenting a visual overview of GitHub repo pull request actors in 2013 based on data obtained from the GitHub Archive.

GitHub in 2013: Fork Events

An IPython notebook presenting a visual overview of GitHub fork request events in 2013 based on data obtained from the GitHub Archive.

GitHub in 2013: Follow Events

An IPython notebook presenting a brief visual overview of GitHub user follow events in 2013 based on data obtained from the GitHub Archive.

GitHub in 2013: Event Types and Commits

An IPython notebook presenting a brief visual overview of GitHub event types in 2013 based on data obtained from the GitHub Archive.

(Ab)using Pandas to Migrate Disqus Threads

A short tutorial on how to use the pandas Python toolkit to create a URL map for migrating Disqus comment threads.