what county contains oakdale ca?
Oakdale, California. Oakdale is a city in the San Joaquin Valley and Stanislaus County, California. It is part of the Modesto Metropolitan Statistical Area. Oakdale goes by the slogan Cowboy Capital of the World.. The population was 20,675 at the 2010 census, up from 15,503 at the 2000 census.