Twitter Reveals Language Geographic Distribution

Location-tagged tweets enabled researchers to calculate the dominant language of any given region, down to neighborhoods in New York City. Sophie Bushwick reports

Illustration of a Bohr atom model spinning around the words Science Quickly with various science and medicine related icons around the text

Join Our Community of Science Lovers!

About six million people worldwide post to Twitter, producing some 650,000 new tweets daily. And one percent of these posts include geographic locations. The combination of language and location has allowed scientists to calculate the dominant language of any given region. They presented their work at the American Physical Society's March Meeting. [Delia Mocanu et al., Language Geography from Microblogging Platforms]

The researchers gained free access to a 10th of all tweets, which they ran through an automated language detector. Throwing Twitter languages onto a map revealed highly accurate borders for European countries, a good proof of concept for the effort. On a much smaller scale, Twitter language geography reflected the small pockets of Korean and Russian concentrations within New York City.

The Twitter tracking method has its biases. English is the dominant language of the internet, which skews the language distribution in bilingual cities like Montreal. And, obviously, the scientists can't analyze areas where people don't use Twitter. But overall, the study shows that Twitter can provide cheap and useful information. In other words, people tend to speak what they tweet.


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


—Sophie Bushwick

[The above text is a transcript of this podcast.]

It’s Time to Stand Up for Science

If you enjoyed this article, I’d like to ask for your support. Scientific American has served as an advocate for science and industry for 180 years, and right now may be the most critical moment in that two-century history.

I’ve been a Scientific American subscriber since I was 12 years old, and it helped shape the way I look at the world. SciAm always educates and delights me, and inspires a sense of awe for our vast, beautiful universe. I hope it does that for you, too.

If you subscribe to Scientific American, you help ensure that our coverage is centered on meaningful research and discovery; that we have the resources to report on the decisions that threaten labs across the U.S.; and that we support both budding and working scientists at a time when the value of science itself too often goes unrecognized.

In return, you get essential news, captivating podcasts, brilliant infographics, can't-miss newsletters, must-watch videos, challenging games, and the science world's best writing and reporting. You can even gift someone a subscription.

There has never been a more important time for us to stand up and show why science matters. I hope you’ll support us in that mission.

Thank you,

David M. Ewalt, Editor in Chief, Scientific American

Subscribe