text_plain_output_1.png
missing_values = X_train_full.isnull().sum()

cat_cols = [col for col in X_train_full.columns if X_train_full[col].dtype == 'object' and X_train_full[col].nunique() < 10]
print('Number of unique category for each categorical Feature')
for cols in cat_cols:
    print(f'{cols}: {X_train_full[cols].nunique()}')