API

app.py

@@ -56,7 +56,7 @@ try:
     customer_profiles['Customer_Id'] = customer_profiles['Customer_Id'].astype(str)
     
     # Normalize numerical features if they exist
-    numerical_features = ['Age', 'Income']  # Add or modify based on your actual columns
+    numerical_features = ['Age', 'Income per year (in dollars)']  # Add or modify based on your actual columns
     scaler = StandardScaler()
     customer_profiles[numerical_features] = scaler.fit_transform(customer_profiles[numerical_features])