The fire extended to adjacent houses but a woman in one of the houses was able to escape without any injury. No passenger was recorded onboard the plane while police were still in search of the pilot.
A resident in the area told ABC News that he could not believe such a thing can happen in area like theirs.
The crashed plane reportedly took off in Virginia and was planning to land in New Jersey, according to police.
Watch Video Below