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pandas determine percentage of nans in column

>>> flights.isna().mean().round(4) * 100
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find the number of nan per column pandas

In [1]: s = pd.Series([1,2,3, np.nan, np.nan])

In [4]: s.isna().sum()   # or s.isnull().sum() for older pandas versions
Out[4]: 2
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