Skip to main content

The context you need, when you need it

When news breaks, you need to understand what actually matters — and what to do about it. At Vox, our mission to help you make sense of the world has never been more vital. But we can’t do it on our own.

We rely on readers like you to fund our journalism. Will you support our work and become a Vox Member today?

Join now

How Spotify used listening data to discover Cornell students wake up early

Libby Nelson
Libby Nelson was Vox’s editorial director, politics and policy, leading coverage of how government action and inaction shape American life. Libby has more than a decade of policy journalism experience, including at Inside Higher Ed and Politico. She joined Vox in 2014.

Music streaming service Spotify analyzed listening data from the 40 universities where students were most likely to subscribe to their student deal for Spotify Premium. According to the company, this doesn’t just tell you which artists are popular on which campuses — it tells you students’ sleeping schedules, too.

On average, based on when at least 50 percent of Spotify subscribers are listening to music, the typical college Spotify listener wakes up at 9:30 a.m. and goes to bed around 1 a.m. But Cornell University wakes up early:

cornell spotify graph

Other things that Spotify found make colleges distinctive: Ohio State is the most likely to listen to classical. The University of Colorado likes Beyoncé less than usual. And the University of Minnesota listens to “Let It Go” more than anywhere else — maybe because of the long winters in the Twin Cities.

See More:

More in archives

archives
Ethics and Guidelines at Vox.comEthics and Guidelines at Vox.com
archives
By Vox Staff
Supreme Court
The Supreme Court will decide if the government can ban transgender health careThe Supreme Court will decide if the government can ban transgender health care
Supreme Court

Given the Court’s Republican supermajority, this case is unlikely to end well for trans people.

By Ian Millhiser
archives
On the MoneyOn the Money
archives

Learn about saving, spending, investing, and more in a monthly personal finance advice column written by Nicole Dieker.

By Vox Staff
archives
Total solar eclipse passes over USTotal solar eclipse passes over US
archives
By Vox Staff
archives
The 2024 Iowa caucusesThe 2024 Iowa caucuses
archives

The latest news, analysis, and explainers coming out of the GOP Iowa caucuses.

By Vox Staff
archives
The Big SqueezeThe Big Squeeze
archives

The economy’s stacked against us.

By Vox Staff