seaborn
Seaborn
Seaborn is a high-level wrapper around Matplotlib. It makes statistical plots (violins, heatmaps, pairs) easy.
When to Use
- Exploratory Data Analysis (EDA): Quickly understanding distributions.
- Statistical Relationships: "Show me the regression line with confidence intervals".
- Pandas Models: Works natively with DataFrames (long-form).
Core Concepts
Objects Interface (so)
New in v0.12+. A grammar-of-graphics style API (like ggplot2) : so.Plot(df, x="time", y="val").add(so.Line()).
Themes
sns.set_theme().
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