Oakland is a populated place LOCATED WITHIN the City of Madison. In turn, the City of Madison is located within Limestone County.
Oakland is located at latitude 34.729 and longitude -86.807.
Since Oakland is located within the City of Madison, all of the census and demographic data for residents of Oakland are included as part of the information reported for City of Madison in the "Profile" tab above.