fill np.nan pandas code example

Example 1: pandas replace nan

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

Example 2: how to replace nan values with 0 in pandas

df.fillna(0)

Example 3: how to fill nan values with mean in pandas

df.fillna(df.mean())