Update search.py

search.py

@@ -20,17 +20,17 @@ def search_application(user_application_number, df):
         # When no record is found, show a warning
         st.warning(f"No record found for Application Number: {user_application_number}.")
         
-        # Debugging: Show first few rows only when necessary
-        st.write("First few rows of the dataset for verification:")
-        st.write(df.head())  # Display the data only for debugging purposes
+        # Remove non-numeric rows for the nearest application number calculation
+        df_cleaned = df[pd.to_numeric(df['Application Number'], errors='coerce').notnull()]
         
         # Convert application number to integer for the nearest calculation
-        df['Application Number'] = df['Application Number'].astype(int)
+        df_cleaned['Application Number'] = df_cleaned['Application Number'].astype(int)
+        
         try:
             user_application_number_int = int(user_application_number)
             
             # Find the nearest pre and post application numbers
-            df_sorted = df.sort_values(by='Application Number')
+            df_sorted = df_cleaned.sort_values(by='Application Number')
             pre_number = df_sorted[df_sorted['Application Number'] < user_application_number_int].tail(1)
             post_number = df_sorted[df_sorted['Application Number'] > user_application_number_int].head(1)