diff --git a/superset/viz.py b/superset/viz.py
index 1236dd85d1236..5565993ee6fa7 100644
--- a/superset/viz.py
+++ b/superset/viz.py
@@ -691,7 +691,7 @@ def get_data(self, df):
         df = df.pivot_table(
             index=self.form_data.get('groupby'),
             columns=self.form_data.get('columns'),
-            values=self.form_data.get('metrics'),
+            values=[self.get_metric_label(m) for m in self.form_data.get('metrics')],
             aggfunc=self.form_data.get('pandas_aggfunc'),
             margins=self.form_data.get('pivot_margins'),
         )