still struggling with the pick6 loop

app.py

@@ -413,18 +413,19 @@ with tab5:
                         if prop_type_var == 'All Props':
                             if game_select_var == 'Aggregate':
                                 prop_df_raw = prop_frame[['Player', 'book', 'over_prop', 'over_line', 'under_line', 'prop_type']]
+                                sim_vars = ['NBA_GAME_PLAYER_POINTS', 'NBA_GAME_PLAYER_REBOUNDS', 'NBA_GAME_PLAYER_ASSISTS', 'NBA_GAME_PLAYER_POINTS_REBOUNDS_ASSISTS', 'NBA_GAME_PLAYER_POINTS_REBOUNDS', 'NBA_GAME_PLAYER_POINTS_ASSISTS', 'NBA_GAME_PLAYER_REBOUNDS_ASSISTS']
                             elif game_select_var == 'Pick6':
                                 prop_df_raw = pick_frame[['Full_name', 'book', 'over_prop', 'over_line', 'under_line', 'prop_type']]
                                 prop_df_raw.rename(columns={"Full_name": "Player"}, inplace = True)
-
-                            if game_select_var == 'Aggregate':
-                                sim_vars = ['NBA_GAME_PLAYER_POINTS', 'NBA_GAME_PLAYER_REBOUNDS', 'NBA_GAME_PLAYER_ASSISTS', 'NBA_GAME_PLAYER_POINTS_REBOUNDS_ASSISTS', 'NBA_GAME_PLAYER_POINTS_REBOUNDS', 'NBA_GAME_PLAYER_POINTS_ASSISTS', 'NBA_GAME_PLAYER_REBOUNDS_ASSISTS']
-                            elif game_select_var == 'Pick6':
                                 sim_vars = ['Points', 'Rebounds', 'Assists', 'Points + Assists + Rebounds', 'Points + Assists', 'Points + Rebounds', 'Assists + Rebounds']
+                            
+                            player_df = player_stats.copy()
+                                
                             for prop in sim_vars:
+                                st.write(prop)
+                                st.table(prop_df_raw)
                                 prop_df = prop_df_raw.loc[prop_df_raw['prop_type'] == prop]
-                                player_df = player_stats.copy()
-
+                                
                                 for books in book_selections:
                                     prop_df = prop_df.loc[prop_df['book'] == books]
                                     prop_df = prop_df[['Player', 'book', 'over_prop', 'over_line', 'under_line', 'prop_type']]
@@ -444,8 +445,6 @@ with tab5:
 
                                     df = player_df.reset_index(drop=True)
 
-                                    st.table(df)
-
                                     team_dict = dict(zip(df.Player, df.Team))
                                     
                                     total_sims = 1000
@@ -672,8 +671,7 @@ with tab5:
                         if game_select_var == 'Pick6':
                             final_outcomes = final_outcomes.drop_duplicates(subset=['Player', 'Prop Type'])
                         final_outcomes = final_outcomes.sort_values(by='Edge', ascending=False)
-                        with st.container():
-                            st.dataframe(pick_frame.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(precision=2), use_container_width = True)
+
                         with df_hold_container:
                             df_hold_container = st.empty()
                             st.dataframe(final_outcomes.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(precision=2), use_container_width = True)