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dataframe fillna with 0

df['column'] = df['column'].fillna(0)
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pandas fillna with another column

# based on another column value
df['column_1'].fillna(df['column_2'], inplace=True)
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pandas fillna with none

df.fillna(np.nan).replace([np.nan], [None])
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pandas fillna with none

df.fillna(np.nan).replace([np.nan], [None])
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pandas fillna with another column

# selecting your desired columns
df[['a', 'b']] = df[['a', 'b']].fillna(df['c'], inplace=True)
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pandas fillna with forward fill

df = df.fillna(method = 'ffill')
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pandas df.fillna selected columns

df[['a', 'b']] = df[['a','b']].fillna(value=0)
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