drunktweeting
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Computers can tell when you've been drunk tweeting
In case the rambling string of misspelled words and incoherent thoughts weren't dead giveaways, scientists have developed a method of machine learning to sniff out drunk tweets. Researchers from the University of Rochester collected 11,000 geotagged tweets over a year from two areas: New York and Monroe County, filtering the 140-character notes containing "drunk," "beer," "party" and other libation-related words. From there the school employed Amazon Mechanical Turks to decide whether the person sending the tweets was simply talking about booze or were actually drinking it while tweeting.