Update app.py

app.py

@@ -97,10 +97,11 @@ def calculate_highest_combined_score(data, column):
         top_combinations[r] = top_combinations[r][:3]
     return column, top_combinations
 
-def display_highest_combined_scores(data, score_columns):
-    for column in score_columns:
-        _, top_combinations = calculate_highest_combined_score(data, column)
-        if top_combinations:
+# Function to display the results of the highest combined scores
+def display_highest_combined_scores(data):
+    with st.spinner('Calculating highest combined scores...'):
+        results = [calculate_highest_combined_score(data, col) for col in score_columns]
+        for column, top_combinations in results:
             st.subheader(f"Top Combinations for {column}")
             for r, combinations in top_combinations.items():
                 st.write(f"**Number of Models: {r}**")
@@ -109,6 +110,7 @@ def display_highest_combined_scores(data, score_columns):
 
 
 
+
 # Function to create bar chart for a given category
 def create_bar_chart(df, category):
     """Create and display a bar chart for a given category."""
@@ -238,10 +240,10 @@ def main():
                 with col4:
                     create_bar_chart(df, score_columns[4])
 
-
-            except Exception as e:
-                st.error("An error occurred while processing the markdown table.")
-                st.error(str(e))
+                display_highest_combined_scores(full_df)  # Call to display the calculated scores
+                    except Exception as e:
+                    st.error("An error occurred while processing the markdown table.")
+                    st.error(str(e))
         else:
             st.error("Failed to download the content from the URL provided.")
      # About tab