diff --git a/app/prediction_service/trainer.py b/app/prediction_service/trainer.py
index 130925b..000d18d 100644
--- a/app/prediction_service/trainer.py
+++ b/app/prediction_service/trainer.py
@@ -83,7 +83,7 @@ class Trainer():
                 factors: the list of factors for training the model
         '''
         try:
-            df = pd.read_csv(dataPath, nrows=100000)
+            df = pd.read_csv(dataPath)
             Y = df['merged_or_not']
             X = df[factors]
             X_train, X_test, Y_train, Y_test = model_selection.train_test_split(X, Y, test_size=0.1, random_state=10)