项目作者： nconnector
项目描述 ：
Quantitative decision making in automotive industry 🚘📊
高级语言： Python
项目地址: git://github.com/nconnector/automotive-market-analysis-platform.git
Automotive market big data project
Quantitative decision making in the world of cars
Use cases
Private buyers and vehicle owners
Dealers working on inventory procurement
Insurance agents estimating vehicle value
Market researchers
What does it do?
- Aggregates the entire Canadian automotive market
- Minimal update latency
- Over 10 million vehicles in historical data
- Offers simple live market view
Looks for patterns
- Flags vehicles with invalid data
- Tags based on keyword analysis (e.g. passed inspection, new tires, one owner)
- Creates Value Indexes for each model
- Estimates vehicles’ values
- Contaminated data excluded from index calculations
- Indexes account for seasonal and other price fluctuations
Additional Features
Dealer market and Private market differentiation
Vehicle’s depreciation estimation with respect to age and mileage
Business intelligence (complete view of any dealership)
Technology Used
