df.replace(to_replace = np.nan, value =-99999) 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: how to replace nan values with 0 in pandas

df.fillna(0)