Andalusia (Andalucia in Spanish) is one of the seventeen autonomous communities that constitute Spain. It's located in the south of the country.
A lot of Moorish remains are found in Andalusia, because it was their last stronghold before they were expelled from Europe in 1492. The most famous is the The Alhambra in Granada?.