fill NaN with np.nan 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: python pandas convert nan to 0

pandas.DataFrame.fillna(0)