The disclosure relates to a workflow fault diagnosis method and device for service data, a computer readable storage medium and electronic equipment, and belongs to the field of a computer. Accordingto the invention, intelligent fault diagnosis of the service data is supported, not only manual intervention is not required, but also whether a service data instance has a fault can be automaticallyand intelligently diagnosed, and particularly, for a complex changeable multi-dimensional service data instance, a fault can be further automatically and intelligently diagnosed, and thus, not only isadaptability high, but also time and labor are saved, and flow processing performance is improved. The method comprises the steps of: receiving a service data instance; calculating similarities between the service data instance and service data sample instances; determining categories to which the first k service data sample instances the most similar with the service data instance belong; and based on the belonging categories, diagnosing whether the service data instance has a fault.