Web Reference: Dec 24, 2025 · Learn how to plot a 2D NumPy array in Python using Matplotlib. Master imshow, pcolormesh, and contour plots with real-world USA data examples and full code. Currently Matplotlib supports PyQt/PySide, PyGObject, Tkinter, and wxPython. When embedding Matplotlib in a GUI, you must use the Matplotlib API directly rather than the pylab/pyplot procedural interface, so take a look at the examples/api directory for some example code working with the API. Usually the first thing we need to do to make a plot is to import the matplotlib package. In Jupyter notebook, we could show the figure directly within the notebook and also have the interactive operations like pan, zoom in/out, and so on using the magic command - %matplotlib notebook.
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