API

app.py

@@ -257,7 +257,7 @@ def get_content_recommendations(customer_id: str, n: int = 5) -> List[Dict]:
             ])
         
         # Income-based recommendations
-        income = customer_profile['Income'] * scaler.scale_[1] + scaler.mean_[1]  # Denormalize income
+        income = customer_profile['Income per year (in dollars)'] * scaler.scale_[1] + scaler.mean_[1]  # Denormalize income
         
         if income < 50000:
             content_suggestions.extend([