feat: updated website

app.py

@@ -375,6 +375,24 @@ elif page == "Customer Analysis":
                     st.subheader("Verificar existencia de datos en historical_data1")
                     st.write(historical_data.head())
 
+                    # Ensure cliente_id is of type string and strip any leading/trailing whitespace
+                    historical_data['cliente_id'] = historical_data['cliente_id'].astype(str).str.strip()
+                    customer_code_str = str(customer_code).strip()  # Ensure the customer code is also properly formatted
+
+                    # Display the unique cliente_id values to make sure they are correctly formatted
+                    st.subheader("Verificar valores únicos de cliente_id en historical_data")
+                    st.write(historical_data['cliente_id'].unique())  # Show unique cliente_id values
+
+                    # Show a sample of the data for the customer
+                    st.subheader(f"Verificar datos para cliente_id {customer_code_str}")
+                    filtered_historical_data = historical_data[historical_data['cliente_id'] == customer_code_str]
+
+                    if not filtered_historical_data.empty:
+                        st.success(f"Datos encontrados para cliente {customer_code_str}")
+                        st.write(filtered_historical_data.head(20))  # Show more rows to confirm correct filtering
+                    else:
+                        st.error(f"No se encontraron datos para el cliente {customer_code_str}. Verifique el código.")
+
                     # Verificar los datos históricos del cliente
                     st.subheader("Verificar datos históricos del cliente")
                     st.write(historical_data[historical_data['cliente_id'] == customer_code_str].head())  # Mostrar algunos datos históricos para el cliente