Karthikeyan Singaravelan <tir.kar...@gmail.com> added the comment:

I think it's more about how np.nan eq is implemented and not a bug in Python. I 
find this answer to be a good explanation 
https://stackoverflow.com/a/47788524/2610955

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nosy: +xtreak

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<https://bugs.python.org/issue38181>
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