Visualisation Guides & Resources

Guides

Matplotlib vs Seaborn vs Plotly Compared

Matplotlib is the low-level foundation, Seaborn makes statistical plots simpler on top of it, and Plotly adds interactivity — here’s which to reach for

Data ScienceComparison

Resources

Matplotlib

The foundational Python plotting library — creates static, animated, and interactive visualisations, and underpins most of the scientific Python ecosystem

FeaturedVisualisationPlotting

Plotly Python

Interactive charting library for Python — creates browser-based charts, dashboards, and maps that users can zoom, filter, and hover over

VisualisationInteractive

Seaborn

Statistical data visualisation library built on Matplotlib — produces attractive, informative plots from pandas DataFrames with minimal code

VisualisationStatistics