diff --git a/index.html b/index.html
index 6cceb08..48cf117 100644
--- a/index.html
+++ b/index.html
@@ -29,13 +29,18 @@
     <br>
     <div id="outputDiv2" class="font-mono"></div>
     <div id="outputDiv3" class="font-mono"></div>
+    <center>
+    <div id="hist"></div>
+    </center>
     <py-config>
     packages = [
         "pyroulette",
+        "matplotlib"
       ]
     </py-config>
-    <py-script>
+    <py-script output="hist">
 import pyroulette as pr
+import matplotlib.pyplot as plt
 
 # seed(59)
 from random import randint
@@ -53,11 +58,20 @@ for _ in range(1, 20):
 
 players = pr.play_roulette(players, games=100)
 
-for p in sorted(players, reverse=True):
-    print(p, "\n<br>")
+# get the wallet values for all players as a list
+wallets = [player.wallet for player in players]
+# plot the wallet values as a histogram
+fig, ax = plt.subplots()
+ax.hist(wallets, bins=50)
+ax.set_yscale("log")
+fig
+
 
     </py-script>
-
+    <py-script>
+    for p in sorted(players, reverse=True):
+        print(p, "\n<br>")
+    </py-script>
     </section>
  
   </body>