text_plain_output_1.png
(X_train.shape, X_test.shape)

X_train.dtypes

X_train.isnull().sum()

for col in X_train.columns:
    if X_train[col].isnull().mean() > 0:
        print(col, round(X_train[col].isnull().mean(), 4))