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Madison County Alabama Madison County is Alabama's third most populated county with a per capita income second only to Shelby County, Alabama. Madison County is located in the heart of the Tennessee Valley. Our neighbor to the north is Tennessee. We are approximately a 100 miles directly south of Nashville. Incorporated cities are Huntsville, Madison, New Hope, Gurley, Owens Cross Roads, and Triana.