The Eastern Kentucky Railway purchased 25,000 acres of land in Little Sandy Valley at the close of the Civil War. Tracks were laid to this site on June 10, 1871. Grayson was the location of the depot and repair shops. The Stinson Branch was laid in 1893, with more straight track than any similar length on the Eastern Kentucky Railway main line. Service on the Eastern Kentucky Railway ended in January 1933.