df.filna 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: python pandas convert nan to 0
pandas.DataFrame.fillna(0)