Refactor overall simulation DataFrame in app.py. Updated overall_sim_df to drop duplicates based on 'Player' and 'Stat', simplifying data structure and enhancing clarity. Adjusted data presentation by removing background gradient styling for improved readability of simulation results.

app.py

@@ -424,7 +424,8 @@ if st.button("Run"):
                 '90%': percentiles[stat][4]
             })
     
-    overall_sim_df = pd.DataFrame(overall_sim_results).drop_duplicates(subset = ['Player', 'Position', 'Stat'])
+    overall_sim_df = pd.DataFrame(overall_sim_results)
+    overall_sim_df = overall_sim_df.drop_duplicates(subset = ['Player', 'Stat'])
 
     tab1, tab2 = st.tabs(["Team Data", "Opponent Data"])
     with tab1:
@@ -450,4 +451,4 @@ if st.button("Run"):
             )
     
     st.subheader("Overall Simulations")
-    st.dataframe(overall_sim_df.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(display_formats, precision=2), use_container_width = True)
+    st.dataframe(overall_sim_df.style.format(display_formats, precision=2), use_container_width = True)