System and method for aggregation, analysis, presentation and monetization of pricing data for vehicles and other commodities
Embodiments of systems and methods for the aggregation, analysis, display and monetization of pricing data for commodities in general, and which may be particularly useful applied to vehicles are disclosed. Specifically, in certain embodiments, historical transaction data associated with a particular vehicle configuration may be obtained and processed to determine pricing data associated with the vehicle configuration. The historical transaction data or determined pricing data may then be presented in an intuitive manner.
1. A system, comprising:
a vehicle data system, including a processor, coupled to one or more computer devices over a network, the vehicle data system comprising:
a data gathering module configured to:
obtain historical transaction data from a set of data sources coupled to the vehicle data system over the network, wherein the historical transaction data is collected asynchronously and comprises data on vehicle transactions;
a processing module, the processing module configured to:
determine a plurality of sets of historical transaction data, where each of the plurality of sets of historical transaction data is associated with a vehicle configuration, and
determine pricing data corresponding to a specified vehicle configuration by applying one or more pre-determined models to the set of historical transaction data associated with the specified vehicle configuration, wherein the pricing data includes a set of transaction prices and one or more quantifiable price ranges determined based on the set of historical transaction data associated with the specified vehicle configuration; and
an interface module configured to:
receive the specified vehicle configuration from a user at a computing device, and
generate an interface based on the pricing data, wherein the interface is configured to present the set of transaction prices, and the one or more quantifiable price ranges relative to the set of transaction prices.
2. The system of claim 1 , wherein the interface module is further configured to determine a price distribution curve based on the set of transaction prices.
3. The system of claim 2 , wherein the price distribution curve is a Gaussian curve.
4. The system of claim 3 , wherein the interface is a visual interface.
5. The system of claim 4 , wherein the price distribution curve is presented visually and the one or more quantifiable price ranges are presented as areas under the price distribution curve.
6. The system of claim 1 , wherein the interface module is configured to receive a geographic locale and the set of historical transaction data is associated with the geographic locale.
7. The system of claim 6 , wherein the set of historical transaction data comprises data on vehicle transactions occurring within a time period.
8. A method, comprising:
obtaining historical transaction data from a set of data sources coupled to the vehicle data system over the network, wherein the historical transaction data is collected asynchronously and comprises data on vehicle transactions;
determining a plurality of sets of historical transaction data, where each of the plurality of sets of historical transaction data is associated with a vehicle configuration;
determining pricing data corresponding to a specified vehicle configuration by applying one or more pre-determined models to the set of historical transaction data associated with the specified vehicle configuration, wherein the pricing data includes a set of transaction prices and one or more quantifiable price ranges determined based on the set of historical transaction data associated with the specified vehicle configuration;
receiving the specified vehicle configuration from a user at a computing device; and
generating an interface based on the pricing data, wherein the interface is configured to present the set of transaction prices, and the one or more quantifiable price ranges relative to the set of transaction prices.
9. The method of claim 8 , wherein the interface module is further configured to determine a price distribution curve based on the set of transaction prices.
10. The method of claim 9 , wherein the price distribution curve is a Gaussian curve.
11. The method of claim 10 , wherein the interface is a visual interface.
12. The method of claim 11 , wherein the price distribution curve is presented visually and the one or more quantifiable price ranges are presented as areas under the price distribution curve.
13. The method of claim 8 , wherein the interface module is configured to receive a geographic locale and the set of historical transaction data is associated with the geographic locale.
14. The method of claim 13 , wherein the set of historical transaction data comprises data on vehicle transactions occurring within a time period.
15. A non-transitory computer readable medium, comprising instructions for:
obtaining historical transaction data from a set of data sources coupled to the vehicle data system over the network, wherein the historical transaction data is collected asynchronously and comprises data on vehicle transactions;
determining a plurality of sets of historical transaction data, where each of the plurality of sets of historical transaction data is associated with a vehicle configuration;
determining pricing data corresponding to a specified vehicle configuration by applying one or more pre-determined models to the set of historical transaction data associated with the specified vehicle configuration, wherein the pricing data includes a set of transaction prices and one or more quantifiable price ranges determined based on the set of historical transaction data associated with the specified vehicle configuration;
receiving the specified vehicle configuration from a user at a computing device; and
generating an interface based on the pricing data, wherein the interface is configured to present the set of transaction prices, and the one or more quantifiable price ranges relative to the set of transaction prices.
16. The computer readable medium of claim 15 , wherein the interface module is further configured to determine a price distribution curve based on the set of transaction prices.
17. The computer readable medium of claim 16 , wherein the price distribution curve is a Gaussian curve.
18. The computer readable medium of claim 17 , wherein the interface is a visual interface.
19. The computer readable medium of claim 18 , wherein the price distribution curve is presented visually and the one or more quantifiable price ranges are presented as areas under the price distribution curve.
20. The computer readable medium of claim 15 , wherein the interface module is configured to receive a geographic locale and the set of historical transaction data is associated with the geographic locale.
21. The computer readable medium of claim 20 , wherein the set of historical transaction data comprises data on vehicle transactions occurring within a time period.