Canton Township is a township in Kingman County, Kansas, United States. As of the 2020 census, its population was 84. Canton Township covers an area of 36.3 square miles. 0.01 square miles or 0.04 percent of this area is made up of water. The streams of Big Spring Creek, Blue Stem Creek and Duck Creek run through this township.