I know people are going to zone in on the attack on anonymity, but ignoring that, given that most of us had knew this anyway, have a look at the white paper, some awesome graphics of the network.
Much of that was figured out in the forum in the days afterwards. They did not do much to expose the theft or anonymity. They only showed it can be graphed and analyzed a little better this way.