replace nan with max appearing class pandas code example

Example 1: impute mode pandas

cols = ["workclass", "native-country"]
df[cols]=df[cols].fillna(df.mode().iloc[0])

Example 2: mode imputation in python

df['country'].fillna(df['country'].mode()[0], inplace = True)