Can you clean the Twitter stream in your head? Can you, if reading tweets directly, get any kind of sentiment analysis better than a 50-50 guess?

(i.e. for one specific stock or industry, or slowly and not in realtime) ?

If not, do you know for sure that there is any relevant information content in the Twitter stream?