Driving Park is an urban residential area on the Near East Side of Columbus, Ohio, United States, just south of Interstate 70. Mainly a middle-class, predominantly African-American neighborhood, Driving Park and its surrounding neighborhoods consist of an area of 17,730 residents. Driving Park received its name from its historic past as a large racing complex, first for horses and later for automobiles.