This is a small omission, and I think most people would figure it out, but I
thought it might be worth mentioning:

Page:
http://matplotlib.sourceforge.net/users/pyplot_tutorial.html#working-with-multiple-figures-and-axes

The code example, both on the page, and the link is missing:

plt.show()

Best,

Joe
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