Burrton is a city in Harvey County, Kansas, United States. It is named after Isaac T. Burr, former vice-president of the Atchison, Topeka and San…Burrton is a city in Harvey County, Kansas, United States. It is named after Isaac T. Burr, former vice-president of the Atchison, Topeka and Santa Fe Railway. As of the 2020 census, the population of the city was 861.