KYOTO, Japan — Want to feel happier? A brand new research of millions of tweets finds all of it comes down to that age-old actual property saying — location, location, location. Researchers say our bodily location impacts our feelings. A group in Japan analyzed practically two million Twitter posts by individuals within the cities of London and San Francisco, what occasions and places join to completely different emotional states.

In each cities, tweets from inside practice stations, on bridges, and round different transportation websites have a tendency to show much less pleasure and extra disgust. In the meantime, tweets from accommodations and eating places present greater ranges of pleasure.

Particular occasions additionally lead to sure feelings. In San Francisco, customers displayed the best ranges of anger, disgust, and unhappiness on the day of the 2017 Ladies’s March. In London, customers confirmed greater ranges of worry and unhappiness throughout two native terrorist assaults.

On New Yr’s Eve in each cities, researchers noticed greater ranges of pleasure on Twitter. The group used computational instruments referred to as neural networks to research the tweets made by greater than 200,000 individuals within the two cities. A neural community is a technique in synthetic intelligence that teaches computer systems how to course of knowledge in a manner that resembles the human mind.

They analyzed when individuals expressed anger, anticipation, disgust, worry, pleasure, unhappiness, shock, or belief. Nonetheless, the researchers are urging warning in regard to overgeneralizing their outcomes. One cause for that is that the research solely included tweets written in English.

The group hopes that these outcomes might assist pave the best way to extra fine-grained analysis to inform city planning and tourism.

“Our study highlights how it is possible to portray the characteristics of fine-grained emotions at a detailed spatial and temporal level throughout the whole city, using publicly available data sources,” says research writer Panote Siriaraya from the Kyoto Institute of Expertise, according to a press release from SWNS.

The information is revealed within the journal PLoS ONE.

Commuting is the worst irrespective of the place you reside

It’s no shock that feelings are at their lowest when persons are close to main commuter hubs. A 2020 survey of 2,000 People who commonly commute to work by automotive finds {that a} third of respondents normally feel agitated or confused earlier than even arriving on the workplace. The truth is, 27 % of People make a behavior of complaining about their every day commute.

When you’re searching for a metropolis to reside in that’ll maintain you cheerful most of the time, StudyFinds has you lined. Honolulu, Hawaii ranks because the friendliest metropolis in the USA, according to specialists. You may see the remainder of the checklist right here.

South West Information Service author Alice Clifford contributed to this report.

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The Obsessed Guy
Hi, I'm The Obsessed Guy and I am passionate about artificial intelligence. I have spent years studying and working in the field, and I am fascinated by the potential of machine learning, deep learning, and natural language processing. I love exploring how these technologies are being used to solve real-world problems and am always eager to learn more. In my spare time, you can find me tinkering with neural networks and reading about the latest AI research.


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