pandas blank to nan code example

Example 1: pandas replace nan

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

Example 2: pandas replace empty string with nan

df = df.replace(r'^\s*$', np.NaN, regex=True)

Example 3: python pandas replace nan with null

df.fillna('', inplace=True)