Doyle is a town in White County, Tennessee, United States. The population was 537 at the 2010 census. Doyle, originally known as Doyle Station, developed as a railroad stop in the early 1880s. By 1884, Doyle College had been established, and would operate in the town for more than four decades. Goodspeed's History of White County, Tennesse…Doyle is a town in White County, Tennessee, United States. The population was 537 at the 2010 census. Doyle, originally known as Doyle Station, developed as a railroad stop in the early 1880s. By 1884, Doyle College had been established, and would operate in the town for more than four decades. Goodspeed's History of White County, Tennessee, published in the late 1880s, indicated the town had about 150 residents. The town incorporated in 1905.