Madison Heights is a populated place LOCATED WITHIN the City of Tupelo. In turn, the City of Tupelo is located within Lee County.
Madison Heights is located at latitude 34.268 and longitude -88.71.
Since Madison Heights is located within the City of Tupelo, all of the census and demographic data for residents of Madison Heights are included as part of the information reported for City of Tupelo in the "Profile" tab above.