Author Jean-Nicholas Hould
Description This notebook demonstrates some manipulations to transform messy datasets into the tidy format using Python pandas.
Additional Information For any additional details, please read my blog post which covers in details this notebook.
Modifications to original by Eric E Monson
Duke Data and Visualization Services
Jupyter Notebook Tutorial · From Datacamp, gives history, setup and basic usage, with great links to good notebooks and how to set up interactive dashboards
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Pandas cheat sheet · Modeled after R cheat sheet. Very good summary of basic Pandas functions
Dramatic Tour of Python visualization tools · Entertaining and illuminating comparison of how various plots would be done with many major Python visualization packages (Matplotlib, Pandas, Seaborn, ggplot, Altair), including code repository
Pandas tutorials and documentation · Good documentation, examples and quick tutorials from the official Pandas site
Python for Data Science workshop · Python for Data Science workshop repository, given at IEEE VIS 2015
NBViewer – Jupyter viewer site · Place to both put your notebooks for sharing and find great content by others