Visualization

The two mental models behind Python's plotting libraries - declarative grammar-of-graphics mapping versus imperative figure/axes drawing - and how to choose a chart and a library for the question and the audience, the mental model behind every other page in this section.

Choosing the right chart for the question.

Figures, axes, and publication-quality plots.

Statistical charts and quick EDA.

Interactive, web-ready visualizations.

Declarative, grammar-of-graphics charts.

Turning analyses into apps.

Honest, readable, accessible charts.