D3PythonIntermediateAbout 110 min to complete
Seaborn Fundamentals
One-line statistical charts — and knowing when to drop back to Matplotlib.
Notebook
About 110 minutes to complete
Enrol to read the notebook and download it to run.
What this module covers
One-line statistical charts — and knowing when to drop back to Matplotlib.
By the end of it
- Explain why seaborn requires tidy data and reshape accordingly
- Distinguish figure-level from axes-level functions and choose correctly
- Use the core plot families: relational, distributional, categorical
- Encode additional variables with hue, size, style, col, and row
- Build faceted small-multiple grids
- Apply seaborn themes and palettes, including colour-blind-safe ones
- Combine seaborn with Matplotlib for final control
- Produce an exploratory analysis figure set