As part of a recent project about twitter feed relevancy. I found this short mention of content classification of Tweets in the wikipedia. See the link for further references:
"Content Classification
San Antonio-based market-research firm Pear Analytics analyzed 2,000 tweets (originating from the US and in English) over a two-week period in August 2009 from 11:00 am to 5:00 pm (CST) and separated them into six categories:[90]
Pointless babble – 40%
Conversational – 38%
Pass-along value – 9%
Self-promotion – 6%
Spam – 4%
News – 4% ... "
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