Better Graphs
betaA matplotlib curriculum for creating intentional, data-focused visualizations
Details
This visualization curriculum teaches principles for creating clear, professional matplotlib charts by focusing on data-driven decisions rather than defaults. It covers object-oriented API usage, thoughtful chart selection, layout composition, and typographic best practices to create visualizations that communicate insights effectively.
Best fit users
- •Data scientists
- •Data analysts
- •Visualization practitioners
Why this one made the cut
Well-crafted visualizations communicate insights more clearly than raw data alone. This curriculum addresses the common issue of matplotlib charts appearing generic or misleading due to default settings and poor design choices. By teaching design principles and implementation patterns, it enables creators to produce visuals that truly serve their analytical purpose.
What makes it different
This curriculum uniquely combines design theory with concrete matplotlib implementation patterns, focusing on creating reusable visualization artifacts rather than just teaching chart creation on an ad-hoc basis. It emphasizes data-ink ratio optimization and clear message communication through visual hierarchy.