Abstract: Systems and methods for generating calm or quiet routes are provided. When a user requests navigation directions and indicates a preference for a calm route, a plurality of routes between the origin location and the destination location requested by the user may be identified. Historical sensor data (e.g., including heart rate data, exterior vehicle noise level data, accelerometer data) and traffic data associated with route segments of each of the routes may be analyzed to identify indications of calmness associated with each route segment. Current traffic data associated with the route segments may be analyzed to assign a traffic score representing a level of congestion along the segment and corresponding to a level of insurance risk associated with traversing the segment. Based at least in part upon the indications of calmness and the traffic score associated with each route segment, a route may be selected and presented to the user.

Abstract: Method, system, device, and non-transitory computer-readable medium for data management.

Abstract: A system and method for analyzing risk and providing risk mitigation instructions. The system receives analyzes sensor data and other data corresponding to a user to determine a test group. The system uses the test group to determine a risk score, and, subsequently, a risk mitigation strategy. Machine learning techniques are implemented to refine how the test group, risk score, and mitigation are each selected.

Abstract: A telematics data marketplace (TDM) computing device including a processor in communication with a memory device is provided. The processor may be configured to: (i) receive registration data from a provider, wherein the registration data includes desired user data sets and an associated purchase price, (ii) retrieve, from the memory device, user data associated with a plurality of users, wherein the user data includes at least telematics data, (iii) match the provider to one or more users of the plurality of users based upon the user data associated with the users matching the desired user data sets of the provider, (iv) prompt the matched users to allow the provider access to the user data for the purchase price, (v) transmit the user data of the matched users to the provider, and (vi) provide the matched users with a reward corresponding to the purchase price of the desired user data set.

Abstract: Systems and methods for assessing accident events are disclosed According to certain aspects, an electronic device may access sensor data associated with operation of a vehicle, and analyze the sensor data to determine that an accident event has occurred. In response, the electronic device may dynamically and automatically retrieve additional sensor data from at least one additional electronic device via a short range communication. The electronic device may compile or aggregate the additional sensor data with the original sensor data to provide a thorough representation of the accident event.