Matplotlib Overview Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots. This skill provides guidance on using matplotlib effectively, covering both the pyplot interface (MATLAB-style) and the object-oriented API (Figure/Axes), along with best practices for creating publication-quality visualizations. When to Use This Skill This skill should be used when: Creating any type of plot or chart (line, scatter, bar, histogram, heatmap, contour, etc.) Generating scientific or statistical visualizations Customizing plot appearance (colors, styles, labels, legends) Creating multi-panel figures with subplots Exporting visualizations to various formats (PNG, PDF, SVG, etc.) Building interactive plots or animations Working with 3D visualizations Integrating plots into Jupyter notebooks or GUI applications Setup Show more Installs 955 Repository k-dense-ai/scie…t-skills GitHub Stars 31.1K First Seen Apr 9, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass

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