diff --git a/contrib/plotting-visualization/index.md b/contrib/plotting-visualization/index.md
index 02324f2..db7f33a 100644
--- a/contrib/plotting-visualization/index.md
+++ b/contrib/plotting-visualization/index.md
@@ -10,4 +10,5 @@
 - [Seaborn Plotting Functions](seaborn-plotting.md)
 - [Getting started with Seaborn](seaborn-basics.md)
 - [Bar Plots in Plotly](plotly-bar-plots.md)
-- [Pie Charts in Plotly](plotly-pie-charts.md)
\ No newline at end of file
+- [Pie Charts in Plotly](plotly-pie-charts.md)
+- [Scatter Plots in Plotly](plotly-scatter-plots.md)