Skip to main content
  1. Home
  2. Social Media
  3. Web
  4. Legacy Archives

Study: Twitter research says global #unhappiness is trending

Add as a preferred source on Google

sad faceThe Twitter hive may hold a clue to the general mood of the global mind. According to a new study in the PloS ONE journal, tweets have been steadily trending towards unhappiness over the past three years.

Happiness is important, for some it’s the purpose of society itself. However, this important societal metric is hard to tie down, as many traditional means of measurement have a hard time digging out honesty. Indicators like gross domestic product are far more easy to quantify.

Recommended Videos

A group of scientists from the University of Vermont say they have figured out how to look over the “collective shoulder of society” and measure happiness in a natural way, by using Twitter to aggregate expressions and track people’s mood patterns in the micro-blogging wild.

Peter Dodds and his team say that happiness is going down. The team writes in the journal, “After a gradual upward trend that ran from January to April, 2009, the overall time series has shown a gradual downward trend, accelerating somewhat over the first half of 2011.”

swear words graph via plos one
Image used with permission by copyright holder

The data is collected from over 46 billion words in tweets form 63 million twitter users worldwide. From “pancakes” to “suicide” the researchers then create ratings for words using Amazon’s Mechanical Turk. From a scale of 1 to 9, users rated ten thousand of the most common English words on how much happiness a word evokes. The study notes, for example, that “laughter” was scored at 8.5, while “greed” scored a 3.6 and “terrorist” was given a 1.30.

In the short term, Dodds’ team notes that the happiness signals peak over the weekend, and ebb at the beginning of the week. Happiness also flutters throughout the day, from early morning to nighttime as the mind unravels. Happiness fluctuates over the year, jumping up at holidays and dropping during shocks to routine such as Patrick Swayze’s death or the Japan tsunami. However, Dodds insists that, overall there is a drop in happiness.

The happiness sensor does have its flaws as Dodds agrees that this is Twitter-centric. He says,“it does skew toward younger people and people with smartphones and so on—but Twitter is nearly universal now. Every demographic is represented.”

Via University of Vermont

Jeff Hughes
Former Digital Trends Contributor
I'm a SF Bay Area-based writer/ninja that loves anything geek, tech, comic, social media or gaming-related.
Instagram will limit reach for AI influencers who skip AI-generated label on their profile
Instagram tightens AI influencer disclosure rules with a clearer profile label
instagram-ai-generated-profiles

Instagram just drew a hard line around AI influencers pretending to be real people. The platform is renaming its old AI creator label to AI-generated profile, and this time it comes with penalties too. Accounts featuring a fully AI-generated person will see their reach cut if they skip the label, meaning your feed is about to get a lot more honest about who is actually behind the account.

So what counts as an AI-generated profile?

Read more
Bluesky now has a feature to save you from accidentally going viral. I want it everywhere.
Bluesky now lets users opt out of its algorithmic Discover feed.
Social profile page of Bluesky.

There's a specific kind of dread that comes with posting something small and watching it explode to a million strangers who missed all the context. Thankfully, Bluesky just built an escape hatch to avoid this horror. The platform now lets you opt out of its algorithmic Discover feed, meaning your posts stop getting pushed to people who don't already follow you.

How Bluesky's algorithmic opt-out feature works

Read more
Meta’s new teen restrictions will only apply to users in the US for now
Facebook and Instagram teens are getting new limits on screen time and content
Facebook logo on iPhone

Meta is implementing new restrictions on U.S. teens who use Facebook and Instagram, but the changes could have repercussions far beyond U.S. screens. Meta’s new protections come after a series of settlements relating to allegations that social media sites endanger children, with the company facing as much as $18 billion in expenses.

For now, the new rules will be applied only to U.S. users. The measures include limitations on how long younger users can spend on Meta’s apps and limits on their ability to disable certain safety settings, Bloomberg reported. The company says it will watch the changes and continue discussions with governments elsewhere.

Read more