diff --git a/contrib/plotting-visualization/index.md b/contrib/plotting-visualization/index.md
index a8416a8..92ec106 100644
--- a/contrib/plotting-visualization/index.md
+++ b/contrib/plotting-visualization/index.md
@@ -3,4 +3,4 @@
 - [Installing Matplotlib](matplotlib-installation.md)
 - [Bar Plots in Matplotlib](matplotlib-bar-plots.md)
 - [Pie Charts in Matplotlib](matplotlib-pie-charts.md)
-- [Box Plots in Matplotlib](matplotlib-box-plots.md)
+