1. A method for providing a vehicle component fault score, the method comprising the steps of: tracking, by a transceiver of an apparatus, faults that occur on vehicle components in a plurality of vehicles; compiling, by a processor of the apparatus, one or more sets of attribute values for the tracked faults, wherein a set of attribute values within a respective preset boundary condition is collected for each item within one or more preset vehicle type categories; calculating, by the processor, a fault score for each set of the compiled attribute values; and displaying, by a display of the apparatus, a set of one or more items with respective fault scores based on a preset vehicle type category selected by a user, wherein compiling the one or more sets of attribute values comprises: comparing an attribute value to a respective preset boundary condition; determining whether the attribute value is within the respective preset boundary condition; and removing the attribute value, when the attribute value is not within the respective preset boundary condition, and wherein the fault scores are calculated without the removed attribute value.