While any mammal theoretically can carry rabies, some species are much less likely than others to carry it. Woodchucks are rodents, and rodents rarely get rabies. However, of rodents, woodchucks are the most likely animal to have rabies, but the incidence is still low. It also varies geographically.
I would call your doctor and the public health department, and ask them about rabies in your area.