feat: generated files

app.py

@@ -134,6 +134,9 @@ elif page == "Customer Analysis":
             # Combine top manufacturers from both lists and get up to 20 unique manufacturers
             combined_top = pd.concat([top_units, top_sales]).index.unique()[:20]
 
+            # Filter out manufacturers that are not present in both datasets
+            combined_top = [m for m in combined_top if m in all_manufacturers.index and m in sales_data_filtered.index]
+
             # Create a DataFrame with combined data for these top manufacturers
             combined_data = pd.DataFrame({
                 'units': all_manufacturers.loc[combined_top, all_manufacturers.columns[0]],