Python

df.column.fillna(0,inplace=True)

df['col1'] = df['col1'].fillna(0)

# in column_B of dataframe, replace zero with blanks
df['column_B'].replace(['0', '0.0'], '', inplace=True)

nonzero_mean = df[ df.col != 0 ].mean()

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