Enhance dataframe display in app.py by applying styled formatting and column configurations for improved visual representation. This update includes background gradients and custom number columns to better convey statistical data in the user interface.

app.py

@@ -1208,7 +1208,37 @@ with tab2:
             current_page_data = display_frame.iloc[start_idx:end_idx]
             # Display the paginated dataframe first
             st.table(
-                current_page_data
+                current_page_data.style
+                .background_gradient(axis=0)
+                .background_gradient(cmap='RdYlGn')
+                .background_gradient(cmap='RdYlGn_r', subset=['Finish_percentile', 'Own', 'Dupes'])
+                .format(freq_format, precision=2),
+                column_config={
+                    "Finish_percentile": st.column_config.NumberColumn(
+                        "Finish%",
+                        help="Projected finishing percentile",
+                        width="small",
+                        min_value=0.0,
+                        max_value=1.0
+                    ),
+                    "Lineup Edge": st.column_config.NumberColumn(
+                        "Edge",
+                        help="Projected lineup edge",
+                        width="small",
+                        min_value=-1.0,
+                        max_value=1.0
+                    ),
+                    "Diversity": st.column_config.NumberColumn(
+                        "Diversity",
+                        help="Projected lineup diversity",
+                        width="small",
+                        min_value=0.0,
+                        max_value=1.0
+                    ),
+                },
+                height=500,
+                use_container_width=True,
+                hide_index=True
             )
         player_stats_col, stack_stats_col = st.tabs(['Player Stats', 'Stack Stats'])
         with player_stats_col: