Thinknum Alternative Data
Request Demo
Thinknum Login
Questions answered using Thinknum

Fundamental Investors

How many cars has Carmax sold this week compared to the same week last year?

How is foot traffic at Chipotle changing YoY?

What are the industrial companies that are growing and hiring the most?

Quantitative Analysts

How are the number of Twitter followers a leading indicator for company performance?

How are the number of LinkedIn employees a leading indicator for company performance?

Business Inteligence

Which private companies are getting their products picked up by major retailers?

Which private healthcare companies are hiring the most?

Which tech startups are getting the largest increase in mobile app downloads?

Join the investment community and start your week with market insights seen through the lens of alternative web data.

Hours of the day when people listen to Spotify the most

1 year ago by Joshua Fruhlinger in People

Spotify ($NYSE:SPOT) is the world's largest music streaming service, claiming 159 million active users and 70 million paying subscribers. In terms of listeners, it beats out Pandora, Apple Music, and iHeartRadio. It's also now a publicly traded company with a market cap of over $28 billion.

That's a lot of users and dollars.

So when are those millions of people listening to music? We looked at hourly logs of Spotify listening traction since August 2017 for both guests and members, grouped by hour of the day, and summed up the concurrent user counts for each hour. For the data below, we looked at over 12,740 points of Spotify user engagement.

The Chart

It turns out that amongst both free and paid subscribers, streaming peaks at 4:00pm, probably when people need a little gas to get them through the workday.

The second-most popular time to listen to Spotify is 8:00pm, perhaps when people are home after a long day or gearing up for a night out.

The least-popular Spotify listening time is 7:00am when people are getting ready or heading in to work.

The Table

Sorted by time of day, it's clear that users listen to the most music on Spotify in the late afternoon and evening. Early morning tends to be the service's least-active time for music streaming.

Hour

Count (Sum)

4:00 PM

1,509,213

8:00 PM

1,505,246

5:00 PM

1,503,705

7:00 PM

1,494,161

6:00 PM

1,483,930

9:00 PM

1,482,570

3:00 PM

1,397,618

10:00 PM

1,394,035

11:00 PM

1,248,027

2:00 PM

1,245,455

1:00 PM

1,154,537

12:00 AM

1,091,461

12:00 PM

1,076,632

1:00 AM

1,049,893

11:00 AM

1,017,393

3:00 AM

976,544

10:00 AM

963,571

4:00 AM

938,390

9:00 AM

919,892

5:00 AM

907,357

8:00 AM

887,335

2:00 AM

883,447

6:00 AM

882,807

7:00 AM

869,405

Dataset can be found here for subscribers.

Join the businesses who have begun to edge out competitors by scouring the web for alternative data.

Request demo
Ready for a personalized tour?

Joshua Fruhlinger

Joshua has been writing about technology, lifestyle, and business for over 20 years. He's one of the original writers and editors for Engadget, and still writes a...

Request a demo

We would love to show you how Thinknum will benefit your investment process. To get started, fill out the form and we'll contact you shortly to schedule your demo.

Get Thinknum Media in your inbox

Start the day off with our Weekly Digest.