diff --git a/multiple_linear_regression.py b/multiple_linear_regression.py
index 5cdc532..f2adf16 100644
--- a/multiple_linear_regression.py
+++ b/multiple_linear_regression.py
@@ -15,7 +15,7 @@
 
 boston['MEDV'] = bh_data.target
 
-X = pd.DataFrame(np.c_[boston['LSTAT'], boston['RM']], columns=['LSTAT','RM'])
+X=boston[['LSTAT' , 'RM']]
 y = boston['MEDV']
 
 X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.2, random_state=9)