Not sure if this formula allows twitter to be highly profitable but allows it to be a great tool:

- Don't tweet (I never did it): Twitter is for broadcasting and most people have nothing important to broadcast.

- Follow a maximum of 20 accounts. Be very picky and choose wisely. I don't follow friends (this is not FB). Spam and noise will almost disappear.