Analytics Dashboard

💡 Key Insights & Use Cases

• Price Prediction: XGBoost model for estimating car values based on features
• Market Trends: Track how inventory and average prices change over time
• Lifecycle Tracking: Monitor individual cars from listing to removal
• Anomaly Detection: Identify suspiciously priced vehicles (potential deals or errors)
• Damage Impact Analysis: Quantify how different damage types affect resale value
• Inventory Forecasting: Predict future listings and market supply
• Buyer Alerts: Set up notifications for specific makes/models at target prices
• Depreciation Analysis: Study how car values change while listed