feat: updated website

app.py

@@ -444,11 +444,11 @@ elif page == "Customer Analysis":
 
                                 # Estimate full-year predicted sales (assuming predictions available until September)
                                 months_available = 9  # Data available until September
-                                predicted_sales_2024_annual = (predicted_sales_2024 / months_available) * 12
+                                actual_sales_2024_annual = (actual_sales_2024 / months_available) * 12
 
                                 # Add 2024 actual and predicted sales
-                                sales_values = list(customer_sales) + [actual_sales_2024]  # Actual sales
-                                predicted_values = list(customer_sales) + [predicted_sales_2024_annual]  # Predicted sales
+                                sales_values = list(customer_sales) + [actual_sales_2024_annual]  # Actual sales
+                                predicted_values = list(customer_sales) + [predicted_sales_2024]  # Predicted sales
 
                                 # Add 2024 to the years list
                                 years.append('2024')
@@ -466,7 +466,7 @@ elif page == "Customer Analysis":
                                 fig_sales_bar.add_trace(go.Bar(
                                     x=[years[3]],  # 2024
                                     y=[sales_values[3]],
-                                    name="2024 Actual Sales",
+                                    name="2024 Actual Sales (Annualized)",
                                     marker_color='green'
                                 ))
 
@@ -474,7 +474,7 @@ elif page == "Customer Analysis":
                                 fig_sales_bar.add_trace(go.Bar(
                                     x=[years[3]],  # 2024
                                     y=[predicted_values[3]],
-                                    name="2024 Predicted Sales (Annualized)",
+                                    name="2024 Predicted Sales",
                                     marker_color='orange'
                                 ))