Brazil, Mexico, and Venezuela each have governments which are considered federations. A federation is

Aallowed to make rules and laws which are technically unconstitutional.
Bgoverned as one single unit, with one constitutionally created legislature.
Ca union of self-governing states which are joined together by a central government.
Da loose association of states that come together only for military and defensive purposes.