Tweetin' in the Rain: Exploring Societal-Scale Effects of Weather on Mood

نویسندگان

  • Aniko Hannak
  • Eric Anderson
  • Lisa Feldman Barrett
  • Sune Lehmann
  • Alan Mislove
  • Mirek Riedewald
چکیده

Correlate tweets with weather at corresponding location Mathematica’s WeatherData package Uses National Weather Service data For each of the 20 metropolitan areas, every hour: Cloud cover, Humidity, Precipitation, Temperature ,Wind speed Data Most methods for sentiment analysis use scored word lists Affective Norms of English Words (ANEW) Wilson, Wiebe and Hoffmann (WWH) Hu and Liu (HL) Can we construct a more accurate, tailored word list?

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تاریخ انتشار 2012