How to find which columns contain any NaN value in Pandas dataframe

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醉酒成梦
醉酒成梦 2020-11-28 02:17

Given a pandas dataframe containing possible NaN values scattered here and there:

Question: How do I determine which columns contain NaN values? In

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  •  有刺的猬
    2020-11-28 02:56

    df.isna() return True values for NaN, False for the rest. So, doing:

    df.isna().any()

    will return True for any column having a NaN, False for the rest

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