In Lewis Carroll's book, Through the Looking Glass, the brothers are referred to as 'Tweedledum and Tweedledee', so Tweedledum comes first.
But (contrariwise) in Disney's 1951 animated film, they are called 'Tweedledee and Tweedledum', so Tweedledee comes first.