added new structure

util/app.py

@@ -94,6 +94,12 @@ def get_user_training_df(player_opgg_url):
 
 def show_stats(player_opgg_url):
     """Display player statistics and recent matches"""
+
+    '''
+    to add: playstyle, role_specialization, champion_loyalty_score, most_champ_1, most_champ_2 ,  
+    '''
+
+
     if not player_opgg_url:
         return "Please enter a player link to OPGG", None
     
@@ -198,7 +204,6 @@ def predict_top_5_champion_w_confidence(player_opgg_url, *champions):
 
         try:
 
-
             def find_champion_rank(row):
                 true_champ = row['True_Champion']
                 for i in range(1, 6):
@@ -207,12 +212,15 @@ def predict_top_5_champion_w_confidence(player_opgg_url, *champions):
                 return 'Not in Top 5'
             
             results['Prediction_Rank'] = results.apply(find_champion_rank, axis=1)
-            
-            return results
+            # Select the last row and specific columns
+            latest_result = results.iloc[-1][["Rank_1_Champion", "Rank_2_Champion", "Rank_3_Champion"]]
+
+            print(latest_result)
+
+            return latest_result
             
         except Exception as e:
-            print(f"Error mapping champion ID: {e}")
-            # return f"Error: Could not map champion ID {decoded_numeric[0]}"
+            print(f"Error getting top 5 champions: {e}")
     
     except Exception as e:
         import traceback