replace all ... with nan in 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: how to replace zero value in python dataframe

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