added new structure

util/app.py

@@ -122,22 +122,31 @@ def show_stats(player_opgg_url):
         )
         
         # Extract additional stats
-        #playstyle = training_features['playstyle'].mode()[0]  # Most common playstyle
+        playstyle = training_features['playstyle'].mode()[0] if 'playstyle' in training_features else 'N/A'
         role_specialization = training_features['role_specialization'].mode()[0]  # Most common role
         champion_loyalty_score = training_features['champion_loyalty_score'].mean().round(2)  # Average loyalty
 
-        # Updated HTML display
+        # Map numeric playstyle to descriptive text
+        playstyle_mapping = {
+            0: "Assassin/Carry",
+            1: "Support/Utility",
+            2: "Tank/Initiator",
+            3: "Split-pusher",
+            4: "Aggressive/Fighter",
+            5: "Undefined"
+        }
+        playstyle_text = playstyle_mapping.get(playstyle, "Undefined")
+
+        # Format HTML output
         stats_html = f"""
         <div style='padding: 20px; background: #f5f5f5; border-radius: 10px;'>
             <h3>Player's Recent Stats</h3>
-            <p><strong>Wins:</strong> {wins} | <strong>Losses:</strong> {losses}</p>
-            <p><strong>Winrate:</strong> {winrate}</p>
-            <p><strong>Favorite Champions:</strong> {', '.join(map(str, favorite_champions))}</p>
-            <hr>
-            <h4>Additional Insights</h4>
-            <p><strong>Playstyle:</strong> {playstyle}</p>
-            <p><strong>Role Specialization:</strong> {role_specialization}</p>
-            <p><strong>Champion Loyalty Score:</strong> {champion_loyalty_score}</p>
+            <p>Wins: {wins} | Losses: {losses}</p>
+            <p>Winrate: {winrate}</p>
+            <p>Favorite Champions: {', '.join(favorite_champions)}</p>
+            <p>Playstyle: {playstyle_text}</p>
+            <p>Role Specialization: {role_specialization}</p>
+            <p>Champion Loyalty Score: {champion_loyalty_score:.2f}</p>
         </div>
         """