Sandy Valley, PennsylvaniaSandy Valley is an unincorporated community in Jefferson County, in the U.S. state of Pennsylvania.HistoryA post office called Sandy Valley was established in 1872, and remained in operation until 1930. The community had a depot on the Low Grade Railroad.