I'm confused about what the different between axes and axis is in matplotlib. Could someone please explain in an easy-to-understand way?
axes
axis
This figure from the documentation will answer your question:
You can find this image here (in the Matplotlib 1.x docs); it's actually been replaced in the Matplotlib 2.x docs.
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