diff --git a/README.md b/README.md
index cee82fc..440bd4e 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 A visualization and predictive analytics which uses statsbomb data to visualizes metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot
 ## PassMap.ipynb
 Contains the passes by a player and heatmap for the same
-## Through_Ball.ipynb.
+## Through_Ball.ipynb
 pass collection of which were classification of through ball and which are assists
 ## predict_Xg.ipynb
 A WIP module which calculates the probability of a shot being a goal.