Refactor player statistics display in app.py: update 'Lineup Count' to show raw counts and add 'Exposure' percentage for enhanced clarity in player usage analysis.

app.py

@@ -1222,7 +1222,8 @@ with tab2:
                     if cpt_mask.any():
                         player_stats.append({
                             'Player': f"{player} (CPT)",
-                            'Lineup Count': f"{cpt_mask.sum()} ({cpt_mask.sum() / len(display_frame):.2%})",
+                            'Lineup Count': cpt_mask.sum(),
+                            'Exposure': f"{cpt_mask.sum() / len(display_frame) * 100:.2f}%",
                             'Avg Median': display_frame[cpt_mask]['median'].mean(),
                             'Avg Own': display_frame[cpt_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[cpt_mask]['Dupes'].mean(),
@@ -1238,7 +1239,8 @@ with tab2:
                     if flex_mask.any():
                         player_stats.append({
                             'Player': f"{player} (FLEX)",
-                            'Lineup Count': f"{flex_mask.sum()} ({flex_mask.sum() / len(display_frame):.2%})",
+                            'Lineup Count': flex_mask.sum(),
+                            'Exposure': f"{flex_mask.sum() / len(display_frame) * 100:.2f}%",
                             'Avg Median': display_frame[flex_mask]['median'].mean(),
                             'Avg Own': display_frame[flex_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[flex_mask]['Dupes'].mean(),
@@ -1255,7 +1257,8 @@ with tab2:
                         if cpt_mask.any():
                             player_stats.append({
                                 'Player': f"{player} (CPT)",
-                                'Lineup Count': f"{cpt_mask.sum()} ({cpt_mask.sum() / len(display_frame):.2%})",
+                                'Lineup Count': cpt_mask.sum(),
+                                'Exposure': f"{cpt_mask.sum() / len(display_frame) * 100:.2f}%",
                                 'Avg Median': display_frame[cpt_mask]['median'].mean(),
                                 'Avg Own': display_frame[cpt_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[cpt_mask]['Dupes'].mean(),
@@ -1271,7 +1274,8 @@ with tab2:
                         if flex_mask.any():
                             player_stats.append({
                                 'Player': f"{player} (FLEX)",
-                                'Lineup Count': f"{flex_mask.sum()} ({flex_mask.sum() / len(display_frame):.2%})",
+                                'Lineup Count': flex_mask.sum(),
+                                'Exposure': f"{flex_mask.sum() / len(display_frame) * 100:.2f}%",
                                 'Avg Median': display_frame[flex_mask]['median'].mean(),
                                 'Avg Own': display_frame[flex_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[flex_mask]['Dupes'].mean(),
@@ -1288,7 +1292,8 @@ with tab2:
                         if player_mask.any():
                             player_stats.append({
                                 'Player': player,
-                                'Lineup Count': f"{player_mask.sum()} ({player_mask.sum() / len(display_frame):.2%})",
+                                'Lineup Count': player_mask.sum(),
+                                'Exposure': f"{player_mask.sum() / len(display_frame) * 100:.2f}%",
                                 'Avg Median': display_frame[player_mask]['median'].mean(),
                                 'Avg Own': display_frame[player_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[player_mask]['Dupes'].mean(),
@@ -1323,7 +1328,8 @@ with tab2:
                     if stack_mask.any():
                         stack_stats.append({
                             'Stack': stack,
-                            'Lineup Count': f"{stack_mask.sum()} ({stack_mask.sum() / len(display_frame):.2%})",
+                            'Lineup Count': stack_mask.sum(),
+                            'Exposure': f"{stack_mask.sum() / len(display_frame) * 100:.2f}%",
                             'Avg Median': display_frame[stack_mask]['median'].mean(),
                             'Avg Own': display_frame[stack_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[stack_mask]['Dupes'].mean(),