A federation is a state with one central government which is very powerful and several state governments existing side by side with the former acting for the whole territory and all the people of the state, and the latter acting within their respective areas. A federation comes into existence when several sovereign states combine to form a big state.
Example — India, U.S.A., Canada and Australia.