Enhance scoring percentages dataframe in app.py by converting percentage strings to float for '8+ runs' and 'Win Percentage', improving data accuracy and usability.

app.py

@@ -81,6 +81,8 @@ def init_baselines():
     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']]
+    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)
     
     return roo_data, sd_roo_data, scoring_percentages
 
@@ -138,7 +140,7 @@ with tab1:
         with col4:
                 own_var1 = st.radio("How would you like to display team ownership?", ('Sum', 'Average'), key='own_var1')
     st.title("Scoring Percentages")
-    st.dataframe(scoring_percentages.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(precision=2), height=750, use_container_width = True, hide_index=True)
+    st.dataframe(scoring_percentages.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(game_format, precision=2), height=750, use_container_width = True, hide_index=True)
 
 with tab2:
     st.title("Player ROO")
@@ -150,6 +152,8 @@ with tab2:
         elif site_var == "Fanduel":
             display_data = sd_roo_data[sd_roo_data['site'] == 'Fanduel']
             display_data = display_data[display_data['slate'] == 'FD SD1']
+    
+    display_data = display_data.drop(columns=['site', 'slate', 'version', 'timestamp'])
     st.dataframe(display_data.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(player_roo_format, precision=2), height=750, use_container_width = True, hide_index=True)
 
 with tab3: