Add 'Top Score' to scoring percentages in app.py and calculate DK and FD LevX metrics based on this new column, enhancing player analysis capabilities.

app.py

@@ -17,7 +17,7 @@ def init_conn():
     
 db, db2 = init_conn()
 
-game_format = {'Win Percentage': '{:.2%}','First Inning Lead Percentage': '{:.2%}',
+game_format = {'Win Percentage': '{:.2%}','First Inning Lead Percentage': '{:.2%}', 'Top Score': '{:.2%}',
               'Fifth Inning Lead Percentage': '{:.2%}', '8+ runs': '{:.2%}', 'DK LevX': '{:.2%}', 'FD LevX': '{:.2%}'}
 
 player_roo_format = {'Top_finish': '{:.2%}','Top_5_finish': '{:.2%}', 'Top_10_finish': '{:.2%}', '20+%': '{:.2%}', '2x%': '{:.2%}', '3x%': '{:.2%}',
@@ -84,7 +84,7 @@ def init_baselines():
     cursor = collection.find()
     team_frame = pd.DataFrame(cursor)
     scoring_percentages = team_frame.drop(columns=['_id'])
-    scoring_percentages = scoring_percentages[['Names', 'Avg First Inning', 'First Inning Lead Percentage', 'Avg Fifth Inning', 'Fifth Inning Lead Percentage', 'Avg Score', '8+ runs', 'Win Percentage', 'Slate']]
+    scoring_percentages = scoring_percentages[['Names', 'Avg First Inning', 'First Inning Lead Percentage', 'Avg Fifth Inning', 'Fifth Inning Lead Percentage', 'Avg Score', '8+ runs', 'Win Percentage', 'Slate', 'Top Score']]
     scoring_percentages['8+ runs'] = scoring_percentages['8+ runs'].replace('%', '', regex=True).astype(float)
     scoring_percentages['Win Percentage'] = scoring_percentages['Win Percentage'].replace('%', '', regex=True).astype(float)
     dk_hitters_only = dk_roo[dk_roo['pos_group'] != 'Pitchers']
@@ -97,6 +97,8 @@ def init_baselines():
     scoring_percentages = scoring_percentages.merge(fd_team_ownership, left_on='Names', right_on='Team', how='left')
     scoring_percentages.rename(columns={'Own%': 'FD Own%'}, inplace=True)
     scoring_percentages.drop('Team', axis=1, inplace=True)
+    scoring_percentages['DK LevX'] = scoring_percentages['Top Score'].rank(pct=True) - scoring_percentages['DK Own%'].rank(pct=True)
+    scoring_percentages['FD LevX'] = scoring_percentages['Top Score'].rank(pct=True) - scoring_percentages['FD Own%'].rank(pct=True)
     
     return roo_data, sd_roo_data, scoring_percentages, dk_roo, fd_roo