diff --git a/outliers/outlier_removal_regression.py b/outliers/outlier_removal_regression.py
index a1894e303d..2d54cf989f 100644
--- a/outliers/outlier_removal_regression.py
+++ b/outliers/outlier_removal_regression.py
@@ -9,8 +9,8 @@
 
 
 ### load up some practice data with outliers in it
-ages = joblib.load( open("./outliers/practice_outliers_ages.pkl", "rb") )
-net_worths = joblib.load( open("./outliers/practice_outliers_net_worths.pkl", "rb") )
+ages = joblib.load( open("./practice_outliers_ages.pkl", "rb") )
+net_worths = joblib.load( open("./practice_outliers_net_worths.pkl", "rb") )