Barton was founded in 1853 by William Shaw Jr. to provide housing for local coal miners. It was named after Mr. Shaw's fathers hometown of Barton-upon-Humber, England. Although Barton most certainly was a coal mining community, it was never a privately owned company town, and there were several stores in a small commercial district. In 1918 Barton was incorporated. One of the coal mines at Barton was the Swanton Mine of Koontz Coal Company. Another was Jackson Big Vein-Georges Creek Coal Company's Caledonia Mine.