seaborn - Create statistical visualizations with Seaborn
Create dataset-oriented statistical visualizations, including relational, distribution, categorical, regression, matrix, and multi-panel plots.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Create relational plots
- Visualize data distributions
- Compare categorical groups
- Plot regression relationships
- Render matrix heatmaps
- Build multi-panel figures
- Map semantic variables
- Estimate statistics automatically
Inputs
- Dataset
- DataFrame variables
- Plot type
- Variable mappings
- Grouping parameters
- Plot styling parameters
Outputs
- Statistical charts
- Multi-panel figures
- Matplotlib axes
- Seaborn grid objects
Requirements
- Python environment
- Seaborn library
- Matplotlib library