Tweets and happiness.

Quotidian Twitter verbiage

Relative use of food-based keywords in tweets over the course of a day.

Below is our first treatment of oodles of Twitter data, searching for basic patterns, happiness, and information levels. On the left, we have strong evidence that people really do tweet about what’s going on in their lives right now, at least food-wise.

The paper: Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter

http://arxiv.org/abs/1101.5120

Peter Sheridan Dodds, Kameron Decker Harris, Isabel M. Kloumann, Catherine A. Bliss, Christopher M. Danforth

Abstract:

Individual happiness is a fundamental societal metric. Normally measured through self-report, happiness has often been indirectly characterized and overshadowed by more readily quantifiable economic indicators, such as gross domestic product. Here, we use a real-time, remote-sensing, non-invasive, text-based approach—a kind of hedonometer—to uncover collective dynamical patterns of happiness levels expressed by over 50 million users in the online, global social network Twitter. With a data set comprising nearly 2.8 billion expressions involving more than 28 billion words, we explore temporal variations in happiness, as well as information levels, over time scales of hours, days, and months. Among many observations, we find a steady global happiness level, evidence of universal weekly and daily patterns of happiness and information, and that happiness and information levels are generally uncorrelated. We also extract and analyse a collection of happiness and information trends based on keywords, showing them to be both sensible and informative, and in effect generating opinion polls without asking questions. Finally, we develop and employ a graphical method that reveals how individual words contribute to changes in average happiness between any two texts.

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3 Comments

Filed under social phenomena

3 responses to “Tweets and happiness.

  1. scintillatebrightly

    Scratch my first post. You guys are obviously doing a lot of research. I didn’t realize what the blog was at first :)

  2. Wow that was strange. I just wrote an incredibly long comment
    but after I clicked submit my comment didn’t appear. Grrrr… well I’m not writing all that over again.
    Anyway, just wanted to say wonderful blog!

  3. Wow, incredible weblog format! How lengthy have you ever been running a blog for?
    you made blogging look easy. The whole look of your site is fantastic, as well
    as the content!

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