diff --git a/index.md b/index.md
index afb174d..38432e8 100644
--- a/index.md
+++ b/index.md
@@ -3,14 +3,14 @@
 ![xG Model](https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/xG%20Custom%20Model.png)
 ### Custom xG model using statsbomb shot data
 
-https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/11tegen11%20Passmap.png
+![11tegen11 Style Pass map](https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/11tegen11%20Passmap.png)
 ### 11tegen11 Style Pass map
 
-https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/Messi%20in%20Valverde.png
+![Messi's Goals and Shots in Valverde Era](https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/Messi%20in%20Valverde.png)
 ### Messi's Goals and Shots in Valverde Era
 
-https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/Pass%20cluster.png
+![Pass Cluster](https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/Pass%20cluster.png)
 ### Pass Cluster
 
-https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/squad%20Age%20Profile.png
+![Squad Age Profile](https://raw.githubusercontent.com/koushikkirugulige/Football-Analytics/master/snaps/website/squad%20Age%20Profile.png)
 ### Squad Age Profile