Exploratory Data Analysis

How to perform basic exploratory data analysis using python. We outline the different summary statistics and visualizations used to explore univariate and multivariate relationships between categorical and quantitative variables.
Author

John Robin Inston

Published

May 14, 2026

Modified

May 14, 2026

Work in progress. This note has not been written yet. It is linked from the notes listed below.

Intuition

TODO: one or two plain-language paragraphs.

Definition

TODO: formal definition, with links to prerequisite notes.

Results

TODO: key theorems, with a proof or proof sketch.

Examples

TODO: simple worked examples.

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