1.2.0: Refined all 6D calcs and UI/UX Experiences.

web/routes/players.py

@@ -141,15 +141,24 @@ def charts_data(steam_id):
     # Radar Data (Construct from features)
     features = FeatureService.get_player_features(steam_id)
     radar_data = {}
+    radar_dist = FeatureService.get_roster_features_distribution(steam_id)
+    
     if features:
         # Dimensions: STA, BAT, HPS, PTL, T/CT, UTIL
+        # Use calculated scores (0-100 scale)
+        
+        # Helper to get score safely
+        def get_score(key):
+            val = features[key] if key in features.keys() else 0
+            return float(val) if val else 0
+
         radar_data = {
-            'STA': features['basic_avg_rating'] or 0, 
-            'BAT': features['bat_avg_duel_win_rate'] or 0,
-            'HPS': features['hps_clutch_win_rate_1v1'] or 0,
-            'PTL': features['ptl_pistol_win_rate'] or 0,
-            'SIDE': features['side_rating_ct'] or 0,
-            'UTIL': features['util_usage_rate'] or 0
+            'STA': get_score('score_sta'), 
+            'BAT': get_score('score_bat'),
+            'HPS': get_score('score_hps'),
+            'PTL': get_score('score_ptl'),
+            'SIDE': get_score('score_tct'),
+            'UTIL': get_score('score_util')
         }
         
     trend_labels = []
@@ -166,7 +175,8 @@ def charts_data(steam_id):
     
     return jsonify({
         'trend': {'labels': trend_labels, 'values': trend_values},
-        'radar': radar_data
+        'radar': radar_data,
+        'radar_dist': radar_dist
     })
 
 # --- API for Comparison ---