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Seaborn is based on matplotlib and has basically the same semantics of matplotlib with better styling defaults and a wider API for different plots. For a ggplo
by bocklund 5y ago
Seaborn is based on matplotlib and has basically the same semantics of matplotlib with better styling defaults and a wider API for different plots.
For a ggplot grammar-of-graphics style library in Python, I really like Altair: https://altair-viz.github.io/ https://altair-viz.github.io/
- krastanov 5y agoThe semantics differ and the API is actually more restricted (and friendly), not wider, but yes, I agree it is not grammar of graphics. However, as much as I love the grammar of graphics, it is important to point out there are other good ways to make stat plots besides it. Seaborne, bokeh, statsplots.jl, algebraofgraphics.jl, and others.