Anelka is a surname. Notable people with the surname include:
Barbara Anelka Tausia (born 1977), Belgian choreographer and dancer, wife of Nicolas Claude Anelka (born 1968), French football manager, brother of Nicolas Nicolas Anelka (born 1979), French footballer and manager