Update search.py

search.py

@@ -1,12 +1,11 @@
 import pandas as pd
 import streamlit as st
 
-
 def search_application(user_application_number, df):
-    # Convert Application Number to string for uniform comparison
+    # Ensure the Application Number column is treated as string for consistent comparison
     df['Application Number'] = df['Application Number'].astype(str)
     
-    # Search for the user application number in the dataframe
+    # Search for the application number in the dataframe
     result = df[df['Application Number'] == user_application_number]
     
     if not result.empty:
@@ -18,13 +17,14 @@ def search_application(user_application_number, df):
         else:
             st.warning(f"Your visa application ({user_application_number}) has a status of '{decision}'.")
     else:
+        # When no record is found, show a warning
         st.warning(f"No record found for Application Number: {user_application_number}.")
         
-        # Debugging: Display the first few rows to verify if data is loaded correctly
+        # Debugging: Show first few rows only when necessary
         st.write("First few rows of the dataset for verification:")
-        st.write(df.head())
+        st.write(df.head())  # Display the data only for debugging purposes
         
-        # Convert Application Numbers to integers for comparison
+        # Convert application number to integer for the nearest calculation
         df['Application Number'] = df['Application Number'].astype(int)
         try:
             user_application_number_int = int(user_application_number)