Web Reference: Tutorials # This page contains a few tutorials for using Matplotlib. For the old tutorials, see below. For shorter examples, see our examples page. You can also find external resources and a FAQ in our user guide. Feb 24, 2026 · Matplotlib is an open-source library for creating static, animated and interactive visualizations in Python. Its object-oriented API enables the embedding of plots into applications developed with GUI toolkits such as Tkinter, Qt and GTK. Using one-liners to generate basic plots in matplotlib is fairly simple, but skillfully commanding the remaining 98% of the library can be daunting. This article is a beginner-to-intermediate-level walkthrough on matplotlib that mixes theory with examples.
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