Rioja is a municipality of Almería province, in the autonomous community of Andalusia, Spain. It should not be confused with La Rioja in the no…Rioja is a municipality of Almería province, in the autonomous community of Andalusia, Spain. It should not be confused with La Rioja in the north, known for its distinctive wine.