How to create a radial column chart using matplotlib

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I am trying to create a radial column chart using python and can only figure out how to make a polar plot. I am trying to make something like this

Where the bars do not fan out away from the center.

My current code is:

ax = plt.subplot(111,projection = 'polar')

plt.bar(theta, y)

but the bars fan out, achieving what is detailed on matplotlib's site

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