The Brookings Institute has published some economic snapshots of Brazil's largest metro areas (which 'rank among the world’s 300 largest metropolitan economies'). All profiles are available in English and in Brazilian Portuguese.
Related Link: The top metropolitan economy in the world in 2012 (Interactive)