Update app.py

app.py

@@ -298,6 +298,10 @@ def show_paginated_dataframe(report, rows_per_page=20):
     # Convert 'position' column to integer
     report['position'] = report['position'].astype(int)
     
+    # Format CTR as percentage and relevancy_score with two decimal places
+    report['ctr'] = report['ctr'].apply(lambda x: f"{x:.2%}")
+    report['relevancy_score'] = report['relevancy_score'].apply(lambda x: f"{x:.2f}")
+    
     # Create a clickable URL column
     def make_clickable(url):
         return f'<a href="{url}" target="_blank">{url}</a>'
@@ -309,11 +313,20 @@ def show_paginated_dataframe(report, rows_per_page=20):
     report = report[columns]
 
     # Add sorting functionality
-    sort_column = st.selectbox("Sort by:", columns[1:])  # Exclude 'clickable_url' from sorting options
+    sort_column = st.selectbox("Sort by:", columns[1:], index=columns[1:].index('impressions'))  # Set 'impressions' as default
     sort_order = st.radio("Sort order:", ("Descending", "Ascending"))
     
     ascending = sort_order == "Ascending"
+    
+    # Convert back to numeric for sorting
+    report['ctr'] = report['ctr'].str.rstrip('%').astype('float') / 100
+    report['relevancy_score'] = report['relevancy_score'].astype('float')
+    
     report = report.sort_values(by=sort_column, ascending=ascending)
+    
+    # Convert back to formatted strings for display
+    report['ctr'] = report['ctr'].apply(lambda x: f"{x:.2%}")
+    report['relevancy_score'] = report['relevancy_score'].apply(lambda x: f"{x:.2f}")
 
     total_rows = len(report)
     total_pages = (total_rows - 1) // rows_per_page + 1