Close X
Saturday, November 23, 2024
ADVT 
Tech

Twitter analysis reveals how weather affects mood

Darpan News Desk IANS, 12 Nov, 2014 11:00 AM
    We know that the weather has a profound physiological and psychological impact on us. Now, researchers at the Stanford University have analysed tweets for indications of mood changes and their correlations with the weather.
     
    According to them, some moods are clearly correlated with certain types of weather and while average temperature does not correlate with mood, a change in temperature does.
     
    "People tend to be happier as temperature becomes cooler but feel uncomfortable with drastic temperature decrease," said lead researcher Jiwei Li from the Stanford University in the US.
     
    Higher temperatures also make people angrier.
     
    "Snow is correlated with negative moods," Li added.
     
    Most moods follow a weekly pattern with peaks at the weekend.
     
    "People tend to be the least angry, the least depressed and the least sleepy on weekends," Li said.
     
    For the study, they scanned the database of tweets geotagged to one of 32 major urban areas in the US such as New York, Chicago, Los Angeles, San Franciso and so on.
     
    Li and colleagues also filtered out tweets about national or international events such as the Haiti earthquake, the death of Michael Jackson and so on.
     
    The team then categorised the remaining tweets according to four different mood dimensions: anger-hostility, fatigue-inertia, depression-dejection and sleepiness-freshness.
     
    Finally, they used a machine learning algorithm to find correlations with the weather in these areas using a database from the National Oceanic and Atmospheric Administration.
     
    "We found that cool temperature is linked with sleepiness and people tend to be fresher and fresher as temperature increases," the authors said in a report that appeared in the MIT Technological Review.

    MORE Tech ARTICLES

    '3D printing 'technology of the future'

    '3D printing 'technology of the future'
    Three-dimensional printing, sensors, the cloud and personalisation are "the future in technology," according to Amar Hanspal, vice president of the San Rafael, California-based Autodesk manufacturing company.

    '3D printing 'technology of the future'

    Control your smartphone with hand gestures

    Control your smartphone with hand gestures
    With a new app developed by Swiss researchers, users can now control their smartphones with gestures resembling sign language....

    Control your smartphone with hand gestures

    Smartphone app for the visually impaired launched

    Smartphone app for the visually impaired launched
    An application equipped with Braille typing feature that promises to assist the visually-impaired in using all features of a smartphone was launched...

    Smartphone app for the visually impaired launched

    Facebook may launch app for sharing posts anonymously

    The standalone app may also have health-focused features to connect users suffering from the same illnesses to create a kind of support...

    Facebook may launch app for sharing posts anonymously

    New web privacy system, the key to safe browsing

    New web privacy system, the key to safe browsing
    Researchers have built a new system that protects internet users' privacy while increasing the flexibility for web developers to build web...

    New web privacy system, the key to safe browsing

    Flipkart site crashes as orders surge on discount offers

    Flipkart site crashes as orders surge on discount offers
    The website of India's largest online e-retailer Flipkart.com Monday crashed within hours of opening for business, as millions of customers...

    Flipkart site crashes as orders surge on discount offers