replace every nan with 0 pandas code example

Example 1: replace nan in pandas

df['DataFrame Column'] = df['DataFrame Column'].fillna(0)

Example 2: replace "-" for nan in dataframe

df.replace(np.nan,0)

Example 3: replace error with nan pandas

df['workclass'].replace('?', np.NaN)