feat: updated website

app.py

@@ -454,25 +454,33 @@ elif page == "Customer Analysis":
                                 years.append('2024')
 
                                 fig_sales_bar = go.Figure()
-                                # Add trace for actual sales
+                                # Add trace for historical sales (2021-2023)
                                 fig_sales_bar.add_trace(go.Bar(
-                                    x=years,
-                                    y=sales_values,
-                                    name="Actual Sales",
+                                    x=years[:3],  # 2021, 2022, 2023
+                                    y=sales_values[:3],
+                                    name="Historical Sales",
                                     marker_color='blue'
                                 ))
 
-                                # Add trace for predicted sales
+                                # Add trace for 2024 actual sales
                                 fig_sales_bar.add_trace(go.Bar(
-                                    x=years,
-                                    y=predicted_values,
-                                    name="Predicted Sales (Annualized for 2024)",
+                                    x=[years[3]],  # 2024
+                                    y=[sales_values[3]],
+                                    name="2024 Actual Sales",
+                                    marker_color='green'
+                                ))
+
+                                # Add trace for 2024 predicted sales
+                                fig_sales_bar.add_trace(go.Bar(
+                                    x=[years[3]],  # 2024
+                                    y=[predicted_values[3]],
+                                    name="2024 Predicted Sales (Annualized)",
                                     marker_color='orange'
                                 ))
 
                                 # Update layout
                                 fig_sales_bar.update_layout(
-                                    title=f"Sales Over the Years for Customer {customer_code} (Actual vs Predicted)",
+                                    title=f"Sales Over the Years for Customer {customer_code}",
                                     xaxis_title="Year",
                                     yaxis_title="Sales (€)",
                                     barmode='group',