Walton Township is a township in Harvey County, Kansas, United States. As of the 2000 census, its population was 552.
Walton Township covers an area of and contains one incorporated settlement, Walton.
According to the USGS, it contains one cemetery, Walton.
A major highway, US-50 and a railroad, BNSF Railway pass through Walton Township. US-50 was originally the New Santa Fe Trail and roughly parallels the BNSF Railway.
The Amtrak Southwest Chief stops in nearby Newton twice each day and provides passenger rail service towards Los Angeles and Chicago. See Newton (Amtrak station).