Integer Categorical Values Not Getting Mapped Correctly · Issue #9336 · matplotlib/matplotlib · GitHub

As @anntzer described in #9318, integer categoricals (even when strings) aren't using the unit mapping and so are being handled incorrectly:

fig, ax = plt.subplots()
ax.set_xlim([-1,2])
ax.set_ylim([0,2])
ax.plot(["!", "0"], [1, 2])

ETA: Ok, so the bug is that it's doing an inplace substitution, and casting into a string:

vals[vals=='!'] = 0 # casts into string
vals=='0' # matches everything

bugfix for matplotlib#9336 and test for integer overwrite

Closed by #9783

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