diff --git a/app/viz.py b/app/viz.py
index 6c42fdd81a8f7..c1d78d1f5f551 100644
--- a/app/viz.py
+++ b/app/viz.py
@@ -249,7 +249,7 @@ def render(self):
         metrics = self.metrics
 
         if not self.error_msg:
-            df = self.df
+            df = self.df.fillna(0)
             df['x'] = df[[self.x_metric]]
             df['y'] = df[[self.y_metric]]
             df['z'] = df[[self.z_metric]]