pandas dataframe replace na by zero code example

Example 1: pandas replace na with 0

df.fillna(0)

Example 2: pandas replace zero with blank

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