diff --git a/example_supervised.sh b/example_supervised.sh
index 17ec7f0f..a30f0c38 100755
--- a/example_supervised.sh
+++ b/example_supervised.sh
@@ -1 +1 @@
-python -m graphsage.supervised_train --train_prefix ./example_data/ppi --model graphsage_mean --sigmoid
+python -m graphsage.supervised_train --train_prefix ./example_data/toy-ppi --model graphsage_mean --sigmoid
diff --git a/example_unsupervised.sh b/example_unsupervised.sh
index abd8c19f..345ccf7c 100755
--- a/example_unsupervised.sh
+++ b/example_unsupervised.sh
@@ -1 +1 @@
-python -m graphsage.unsupervised_train --train_prefix ./example_data/ppi --model graphsage_mean --max_total_steps 1000 --validate_iter 10
+python -m graphsage.unsupervised_train --train_prefix ./example_data/toy-ppi --model graphsage_mean --max_total_steps 1000 --validate_iter 10