feat: updated website

app.py

@@ -596,8 +596,8 @@ elif page == "Customer Analysis":
 
                             # Add the 2024 actual and predicted data
                             if 'ventas_predichas' in results.columns and 'ventas_reales' in results.columns:
-                                actual_sales_2024 = results[results['fecha_mes'].str.startswith('2024')]['ventas_reales'].sum()
-                                predicted_sales_2024 = results[results['fecha_mes'].str.startswith('2024')]['ventas_predichas'].sum()
+                                actual_sales_2024 = results[results['fecha_mes'].dt.year == 2024]['ventas_reales'].sum()
+                                predicted_sales_2024 = results[results['fecha_mes'].dt.year == 2024]['ventas_predichas'].sum()
 
                                 months_available = 9
                                 actual_sales_2024_annual = (actual_sales_2024 / months_available) * 12