 Masterson was founded in 1927 as a support community for Canadian River Gas plant and gas pipeline, together comprising the Panhandle Field.Masterson was named for Robert Masterson who worked at the plant, which was itself named Bivins Compressor station after Lee Bivins, another Panhandle rancher.The community eventually included 32 company houses for families and a hotel for single men.