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Python 3.x notebooks about real-world data cleaning and visualization

A set of iPython notebooks on data wrangling and visualization for Stanford Computational Journalism, using the standard lib as well as pandas and matplotlib.

(in progress)

Contents

Practicum

These notebooks are walkthroughs of common matplotlib and pandas techniques.

Data extraction

Recipes for extracting (but not cleaning/wrangling) machine-readable data from raw sources.

The results can be found in the extracted subdirectories in data.

Wrangling

Visualization

Resources

Matplotlib

Pandas

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