change all nan to 0 pandas code example

Example 1: replace nan in pandas

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

Example 2: pandas replace nan

data["Gender"].fillna("No Gender", inplace = True)

Example 3: replace "-" for nan in dataframe

df.replace(np.nan,0)