diff --git a/ESMBenchmarkViz/core_scatter_plot.py b/ESMBenchmarkViz/core_scatter_plot.py
index 30b3306..ab116e0 100644
--- a/ESMBenchmarkViz/core_scatter_plot.py
+++ b/ESMBenchmarkViz/core_scatter_plot.py
@@ -42,7 +42,7 @@ def scatter_plot(
     >>> names = ["A", "B", "C"]
     >>> images = ["images/image1.jpg", "images/image2.jpg", "images/image3.jpg"]
     >>> scatter_plot(x, y, names, images)
-    
+
     Example use case can be found `here <../examples/example_scatter_plot.html>`_.
 
     Notes