Update app.py

app.py

@@ -402,6 +402,13 @@ with tab5:
 
     if binary32_file:
         df_32 = pd.read_csv(binary32_file, header=None)
+        
+        # Apply known ascending order headers manually:
+        df_32.columns = [str(h) for h in mutation_site_headers_actual_3614]
+        
+        # Reorder for 4402→3244 + 4882→4455 visualization:
+        df_32 = df_32[[str(h) for h in mutation_site_headers_3614]]
+        
         if df_32.shape[1] != 32:
             st.warning("⚠️ CSV must have exactly 32 columns.")
         else:
@@ -438,7 +445,11 @@ with tab5:
 
     if binary31_file:
         df_31 = pd.read_csv(binary31_file, header=None)
-
+        # Assume known ascending order and assign:
+        df_31.columns = [str(h) for h in mutation_site_headers_actual]
+        
+        # Reorder:
+        df_31 = df_31[[str(h) for h in mutation_site_headers]]
         # Reordered: 4402 → 3244, 4882 → 4455
         df_31.columns = [str(h) for h in mutation_site_headers]