I wrote last week about a hedge fund in the UK using Twitter to trade stocks and in theory make money by reading trends in the stream.  I asked the question about using Twitter or other social network data to help with trends, predictions and recommendations.

I spent a while working on trending in 2010 inside AOL Lifestream.  We started with trending and analyzing only data coming in via AIM and Lifestream