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count missing values by column in pandas

df.isna().sum()
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number of columns with no missing values

null_cols = df.columns[df.isnull().all()]
df.drop(null_cols, axis = 1, inplace = True)
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check for missing values by column in pandas

df.isna().any()
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number of columns with no missing values

df = df[df.columns[~df.isnull().all()]]
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find columns with missing values pandas

cols_with_missing = [col for col in X_train.columns
                     if X_train[col].isnull().any()]
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