1. Headline
  1. Headline

Video: Researcher tracks the world's mood via Twitter

By
updated 9/29/2011 9:05:18 PM ET 2011-09-30T01:05:18

Twitter confirms it: People tend to wake up in a good mood and are happiest on weekends.

The fast-paced forum is offering scientists a peek at real-time, presumably little-filtered human behavior and thoughts. Cornell University researchers turned to the microblog to study mood and found a pretty consistent pattern.

The researchers analyzed English-language tweets from 2.4 million people in 84 countries, more than 500 million of the brief, conversation-like exchanges sent over two years. They used a computer program that searched for words indicating positive mood — happy, enthusiastic, brilliant — or negative mood — sad, anxious, fear.

What they found: Unless you're a night owl, a positive attitude peaks early in the morning and again near midnight, but starts to dip midmorning before rising again in the evening.

  1. More from TODAY.com
    1. TODAY's Takeaway: Savannah won't 'overshare'; rapping medic cracks up anchors

      Etiquette expert Thomas Farley guides the anchors — including expectant mother Savannah — on what’s acceptable for parents...

    2. Chelsea Clinton is pregnant! Former first daughter expecting first child this year
    3. After helpful mom accidentally steals car, rightful owner is found
    4. Gabriel Garcia Marquez dies at 87
    5. Cool cats! Laid-back felines star in #catband music videos

Aha, you might think, going to work and related hassles like traffic explain that pattern. After all, there was more positive tweeting on the weekend, even though the morning peak of happy tweets occurred two hours later, probably because people slept late.

Not quite. Work-related stress may play some role but it can't explain why that same midday dip occurs on the weekend, too, said lead researcher Scott Golder, a Cornell graduate student. Instead, the pattern probably is due to the effects of sleep and our 24-hour biological clock, the so-called circadian rhythms that signal when it's time to sleep and to wake, Golder and Cornell sociologist Michael Macy reported. Their study appears in Friday's edition of the journal Science.

The researchers also examined tweets in the United Arab Emirates, where Friday and Saturday are considered the weekend. Sure enough, they found the same daily pattern, even though the workday tends to begin earlier there than in the West, and the same weekend pattern.

Previous research has linked the biological clock and mood, but was based mostly on small studies of American college students. There are cautions about studying Twitter postings, too: Their authors tend to be younger than the general population, and may be more affluent, better educated and different in yet-to-be-discovered ways.

Still, the study's bigger message is about the scientific potential of social media, Macy said.

Other researchers have turned to Twitter to study political campaigning, to blog postings and Twitter feeds to study emotions, and to Google searches of flu symptoms to predict outbreaks.

"It illustrates a new opportunity for doing social and behavioral science in ways that were really unimaginable even five years ago," Macy said.

Copyright 2011 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.

Discuss:

Discussion comments

,

More on TODAY.com

TODAY's Takeaway
  1. TODAY

    Savannah won’t ‘overshare’; rapping medic cracks up anchors

    4/17/2014 8:38:13 PM +00:00 2014-04-17T20:38:13
  1. After helpful mom accidentally steals car, rightful owner is found

    When Nekisia Davis asked her mom to move her car and her friends' cars while she went on vacation, she didn't expect that she would instead accidentally move the wrong car, prompting the rightful owner to believe her car was stolen.

    4/17/2014 9:14:16 PM +00:00 2014-04-17T21:14:16
  1. Macy's

    Swimmer Ryan Lochte dives into underwear modeling

    4/17/2014 6:29:23 PM +00:00 2014-04-17T18:29:23
  1. Spencer Platt / Getty Images

    Chelsea Clinton is pregnant! Former first daughter expecting first child this year

    4/17/2014 10:32:13 PM +00:00 2014-04-17T22:32:13
  1. Edgard Garrido / Reuters

    Gabriel Garcia Marquez dies at 87

    4/17/2014 8:24:21 PM +00:00 2014-04-17T20:24:21
  1. Have you tried an elimination diet? Weigh in on the food fad

    Could eliminating certain foods from your diet prevent allergies, fatigue, or headaches? Some people think so.

    4/17/2014 8:30:46 PM +00:00 2014-04-17T20:30:46