Update scoring percentages in app.py to include 'Slate' column for filtering data based on selected slate type, enhancing user experience and data relevance in the display.

app.py

@@ -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']]
+    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['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']
@@ -278,8 +278,14 @@ with tab1:
     st.header("Scoring Percentages")
     with st.expander("Info and Filters"):
         with st.container():
-            slate_var1 = st.radio("Which data are you loading?", ('Main Slate', 'Secondary Slate', 'All Games'), key='slate_var1')
+            slate_var1 = st.radio("Which data are you loading?", ('Main Slate', 'All Games'), key='slate_var1')
             own_var1 = st.radio("How would you like to display team ownership?", ('Sum', 'Average'), key='own_var1')
+    
+    if slate_var1 == 'Main Slate':
+        scoring_percentages = scoring_percentages[scoring_percentages['Slate'] == 'Main']
+    elif slate_var1 != 'Main Slate':
+        pass
+    
     if view_var == "Simple":
         scoring_percentages = scoring_percentages[['Names', 'Avg Score', '8+ runs', 'Win Percentage']]
         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)