Brandon is a city in Minnehaha County, South Dakota, United States and is the largest suburb of Sioux Falls. Brandon is located five miles east of Sioux Falls. The population was estimated at 9,779 by the United States Census Bureau in July 2014, which was up from 8,785 at the 2010 census.