1. A method comprising: storing, by a non-transitory computer-readable data storage device, a first vehicle service request (VSR) data collected from a plurality of vehicle service requests pertaining to vehicles of a first vehicle type identified by a first common vehicle identification; generating, by a computer-readable processor, a first VSR data baseline based on the first VSR data; modifying the first VSR data by adding to the first VSR data additional VSR data collected from vehicle services requests pertaining to vehicles of the first vehicle type; detecting, by the processor, a first deviation in the modified first VSR data with respect to the first VSR data baseline; and providing, by the processor, a notification identifying the first deviation.