Refactor exposure calculation in app.py: update 'Exposure' field to store raw percentage values instead of formatted strings for improved data handling and consistency in player statistics.

app.py

@@ -1223,7 +1223,7 @@ with tab2:
                         player_stats.append({
                             'Player': f"{player} (CPT)",
                             'Lineup Count': cpt_mask.sum(),
-                            'Exposure': f"{cpt_mask.sum() / len(display_frame) * 100:.2f}%",
+                            'Exposure': cpt_mask.sum() / len(display_frame) * 100,
                             'Avg Median': display_frame[cpt_mask]['median'].mean(),
                             'Avg Own': display_frame[cpt_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[cpt_mask]['Dupes'].mean(),
@@ -1240,7 +1240,7 @@ with tab2:
                         player_stats.append({
                             'Player': f"{player} (FLEX)",
                             'Lineup Count': flex_mask.sum(),
-                            'Exposure': f"{flex_mask.sum() / len(display_frame) * 100:.2f}%",
+                            'Exposure': flex_mask.sum() / len(display_frame) * 100,
                             'Avg Median': display_frame[flex_mask]['median'].mean(),
                             'Avg Own': display_frame[flex_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[flex_mask]['Dupes'].mean(),
@@ -1258,7 +1258,7 @@ with tab2:
                             player_stats.append({
                                 'Player': f"{player} (CPT)",
                                 'Lineup Count': cpt_mask.sum(),
-                                'Exposure': f"{cpt_mask.sum() / len(display_frame) * 100:.2f}%",
+                                'Exposure': cpt_mask.sum() / len(display_frame) * 100,
                                 'Avg Median': display_frame[cpt_mask]['median'].mean(),
                                 'Avg Own': display_frame[cpt_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[cpt_mask]['Dupes'].mean(),
@@ -1275,7 +1275,7 @@ with tab2:
                             player_stats.append({
                                 'Player': f"{player} (FLEX)",
                                 'Lineup Count': flex_mask.sum(),
-                                'Exposure': f"{flex_mask.sum() / len(display_frame) * 100:.2f}%",
+                                'Exposure': flex_mask.sum() / len(display_frame) * 100,
                                 'Avg Median': display_frame[flex_mask]['median'].mean(),
                                 'Avg Own': display_frame[flex_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[flex_mask]['Dupes'].mean(),
@@ -1293,7 +1293,7 @@ with tab2:
                             player_stats.append({
                                 'Player': player,
                                 'Lineup Count': player_mask.sum(),
-                                'Exposure': f"{player_mask.sum() / len(display_frame) * 100:.2f}%",
+                                'Exposure': player_mask.sum() / len(display_frame) * 100,
                                 'Avg Median': display_frame[player_mask]['median'].mean(),
                                 'Avg Own': display_frame[player_mask]['Own'].mean(),
                                 'Avg Dupes': display_frame[player_mask]['Dupes'].mean(),
@@ -1313,7 +1313,8 @@ with tab2:
                     'Avg Own': '{:.2f}',
                     'Avg Dupes': '{:.2f}',
                     'Avg Finish %': '{:.2%}',
-                    'Avg Lineup Edge': '{:.2%}'
+                    'Avg Lineup Edge': '{:.2%}',
+                    'Exposure': '{:.2%}'
                 }),
                 height=400,
                 use_container_width=True
@@ -1329,7 +1330,7 @@ with tab2:
                         stack_stats.append({
                             'Stack': stack,
                             'Lineup Count': stack_mask.sum(),
-                            'Exposure': f"{stack_mask.sum() / len(display_frame) * 100:.2f}%",
+                            'Exposure': stack_mask.sum() / len(display_frame) * 100,
                             'Avg Median': display_frame[stack_mask]['median'].mean(),
                             'Avg Own': display_frame[stack_mask]['Own'].mean(),
                             'Avg Dupes': display_frame[stack_mask]['Dupes'].mean(),
@@ -1347,7 +1348,8 @@ with tab2:
                         'Avg Own': '{:.2f}',
                         'Avg Dupes': '{:.2f}',
                         'Avg Finish %': '{:.2%}',
-                        'Avg Lineup Edge': '{:.2%}'
+                        'Avg Lineup Edge': '{:.2%}',
+                        'Exposure': '{:.2%}'
                     }),
                     height=400,
                     use_container_width=True