Sony Pixel Power calrec Sony

The Art and Science Behind Your Summer Listening Picks

27/06/2024

Summer 2024 is officially underway, and with it comes our possibilities for personalizing the soundtrack that'll have you grooving through August. For example, have you seen what's on our 2024 Songs of Summer predictions list? You know it's got Sabrina Carpenter's Espresso, Gata Only by FloyyMenor and Cris Mj, Shaboozey's A Bar Song (Tipsy), and Chappell Roan's Good Luck, Babe! to name a few.

But our annual Songs of Summer picks are just one way that we're helping you score your summertime.

So if we could interrupt your streaming for just a moment, we want to give you a bit more insight into all the ways you can define your summer listening habits. From the skilled team of music editors who help develop Songs of Summer to the ace engineers who are evolving our tools to better fit your listening habits, it's truly art and science working side by side.

We've tapped Sulinna Ong, Spotify's Global Head of Editorial, Music; and Ziad Sultan, Spotify's Vice President of Personalization, to reveal more about the magic behind how the music of summer takes hold.

Sulinna, let's start with you and our annual Songs of Summer playlist. How does the global editorial team determine which songs are growing in popularity? How does user data help inform the song predictions list? Sulinna: Our predictions each year are built by our global music editors spread all over the world, who are constantly monitoring data to use alongside their cultural expertise. During summer it's particularly interesting to watch the data that shows songs moving through different markets. For instance, afropop and amapiano often have more global reach during the summer months, as well as country exporting outside of the U.S., and dance music, which generally surges globally. We monitor how songs are growing in our playlists, which indicates which songs users are loving the most. Our editors share this information across markets and regularly highlight songs we're seeing break out of different playlists with each other throughout the season.

Does a Spotify Song of Summer need to be a new release, or could an older song make the cut? How does your team decide which songs qualify? Sulinna: While we anticipate that songs released in the last few months will make the majority of our Songs of Summer list, we know that more than ever our listeners love discovering music released at any time. Release date isn't really a factor here. In 2023, one of the biggest songs of the summer was Taylor Swift's Cruel Summer, an album track from 2019's Lover. Our editorial team predicted the song was going to be a hit long before it became an official single. This year, Chappell Roan's HOT TO GO! is an example of a song that came out last summer but only now is beginning to raise its hand, especially over the past few weeks. Our music editors are constantly monitoring trends and ensuring our curation reflects them.

What kinds of sounds or moods do our editors look for that resonate with listeners this time of year? Sulinna: Thinking about where they are listening to music in the summertime helps us identify what makes a good summer song. Typically it's a song that's upbeat and makes you feel good-that might sound great with a group of friends, be it around a BBQ, at a pool party, or simply enjoying some time outdoors. Music provides the soundtrack to our lives, so we envision the moments these songs will be played.

Does our Songs of Summer list stay the same all season, or do the songs change in ranking? Sulinna: The science behind our choices is a blend of cultural expertise and data. When making our selections, we factor in not only how songs are performing on the platform, but also how the culture at large is reacting to them. Are these songs becoming memes or going viral on social platforms? Have their lyrics become a part of generational vernacular? These are the factors we consider throughout the season as these songs continue to reach new audiences. As a result, the list does see ranking changes.

There are big stories about how artists like Benson Boone, Shaboozey, Tyla, and Tems have exploded into superstardom this year. How does Spotify help emerging or breakout artists? Sulinna: We're always committed to supporting emerging artists, whether it's through programs like RADAR and Fresh Finds or our weekly playlist updates. Our playlist ecosystem thrives on discovery, and it's our job as curators to introduce listeners to artists and songs within the environments of our specific playlists. Each of these artists have been supported on Spotify for years. Often breakout artists appear to happen overnight, but our curation history proves that generally there are years of support and discovery that lead to the superstar moment.

Ziad: Recommendations are powered by data. When many users have added a given song to their playlists and listened to it, personalization algorithms can use that data to find patterns and recommend those songs to new users. But new releases, by definition, don't have very much playlisting or listening data yet! That's called a cold start challenge and we are constantly working on improving our ability to recommend new music so that we can match artists and listeners as soon as possible.

That's when we need to look at more factors, like signs of popularity. If we see something that's rising on the charts, that's a very useful signal to our recommendation algorithms to take into account. Given their cultural expertise, predictions from Sulinna's team on songs they think our users may enjoy are another factor.

We're constantly testing various approaches and they don't always go perfectly, but we're getting better and better at delivering fans their next new favorite artist. I li
LINK: https://newsroom.spotify.com/2024-06-27/the-art-and-science-behind-you...
See more stories from spotify

More from Spotify

04/09/2024

daylist Is Expanding Into New Markets and Languages, So Here Are 3 Tips To Make the Most of It

From sunup to sundown, Spotify's daylist serves up an ever-changing playlist...

30/08/2024

In Her New Podcast, CultureCon Founder and CEO Imani Ellis Shares an Unfiltered Look at the Path to Success

In 2017, Imani Ellis revealed CultureCon to the world, a first-of-its-kind confe...

29/08/2024

A+ Listening for Back-to-School Season

Bells are ringing-school bells, that is-as kids across the U.S. start the new school year. In addition to fresh fits and the right supplies, kids might also nee...

28/08/2024

Introducing Spotify's 2024 Global Songs of Summer-and Why These Top 5 Tracks Reigned Supreme

Every summer, as people across the Northern Hemisphere seek out the perfect song...

27/08/2024

Explore the Complexities of Human and AI Connection in the New Science Fiction Podcast Seleccin Natural'

What does the future look like when it comes to AI personalities interacting wit...

22/08/2024

Fans Get In on the Fun With Live Podcast Recordings During The Ringer Residency

Laughter, energy, camaraderie-these are just a few of the elements that come to life when a podcast is recorded in front of an audience, rather than in a sound-...

21/08/2024

The Rise of Japanese Pop With Spotify's Gacha Pop Playlist

Just like its fashion and food trends, Japan's music scene is constantly evolving, all while captivating a growing global audience. From J-Pop (Japanese pop...

21/08/2024

Celebrate Notting Hill Carnival With Our Carnival Sounds Hub, the Ultimate Audio Destination for Caribbean Music and Culture

On August 25 and 26, an estimated 2 million attendees will flock to London for N...

19/08/2024

Spotify and Crunchyroll Present the Sounds of Anime

The world of anime is rapidly expanding, finding fans all over. On Spotify, global streams of anime music have surged by 395% since 2021, and there are 6.7 mill...

15/08/2024

Introducing Casa Spotify Buenos Aires, a New Cultural Center for Argentine Creators

Recent years have seen the emergence of groundbreaking talent from cultural hot ...

15/08/2024

Presentamos Casa Spotify Buenos Aires, un nuevo centro cultural para creadores argentinos

En los ltimos a os hemos sido testigos del surgimiento de talentos innovadores ...

13/08/2024

nete a los mejores artistas y podcasters para celebrar el orgullo mexa con MEXCLA Spotify'

No es ning n secreto que la vibrante escena musical mexicana ha trascendido fron...

13/08/2024

Join Top Artists and Podcasters to Celebrate Mexican Pride With MEXCLA Spotify'

It's no secret that Mexico's vibrant music scene has transcended borders...

13/08/2024

Conoce a las nuevas estrellas de la msica pop colombiana

Con sus diversos sonidos, la m sica de Colombia ha logrado conectar con una amplia gama de audiencias de todo el mundo, y el pop colombiano no es una excepci n....

13/08/2024

Meet the Newest Stars of Colombian Pop Music

With its diverse sounds, music from Colombia has connected with a range of audiences from all around the world-and Colombian pop is no exception. This genre has...

09/08/2024

Blake Lively Reveals the Entire Sonic Universe' of Music That Inspired It Ends With Us'

Humans are complex creatures, capable of experiencing joy, sorrow, and everythin...

09/08/2024

J Balvin Regresa A Sus Comienzos Con Su Nuevo lbum Rayo'

El aclamado colombiano J Balvin ha conquistado al mundo con su m sica durante m s de una d cada. Fans desde Latinoam rica hasta Europa est n cautivados por la e...

09/08/2024

J Balvin Travels Back to His Beginnings With New Album Rayo'

Colombian hitmaker J Balvin has captivated the world with his music for more than a decade. Fans from Latin America to Europe can't get enough of The Boy F...

07/08/2024

Spotify Celebrates Hip-Hop's Women-Led Renaissance With The Gold Standard' Art Exhibit

Women have been integral to hip-hop from the beginning, contributing to its grow...

07/08/2024

FC Barcelona Teams Up With Rema and Blessd for Its US Preseason Tour

Last week, Spotify and FC Barcelona brought the worlds of music and football together once again to kick off the club's preseason tour in the U.S. To celebr...

07/08/2024

Kick It Up With the Year of the Cowgirl

It's official: Spotify is declaring 2024 the Year of the Cowgirl. In culture, we are seeing celebs, influencers, and others don western boots and flat, wide...

05/08/2024

Take In the Many Flavors of Msica Mexicana With Our Special Series of Spotify Singles

As one of the fastest-growing genres worldwide, M sica Mexicana has emerged as a...

01/08/2024

Celebrate 8 Years With BLACKPINK on Spotify

It's been eight years since BLACKPINK captivated the K-Pop scene and transcended to global superstardom. Since then, they've racked up billions of strea...

01/08/2024

A New Spotify Documentary Spotlights UK Youth Centers

Youth spaces are crucial for the well-being of children and young people, as they instill a deep sense of belonging and ignite creativity. But in the U.K., thes...

01/08/2024

Four of South Asia's Brightest Stars Share How Their Heritage Shapes Their Lives and Music

July 18 marked the start of South Asian Heritage Month, which celebrates the ric...

31/07/2024

The Best Audiobooks of the Year (So Far)

We're halfway through the year and at a perfect moment to consider which humorous, intriguing, and entertaining audiotales have captivated readers thus far ...

30/07/2024

Join Top Brazilian Artists for a Historic Concert Dedicated to the Late Icon Marlia Mendona

As the most-listened-to Brazilian artist ever on Spotify, and the first to reach...

30/07/2024

Junte-se aos Principais Artistas Brasileiros para um Concerto Histrico Dedicado cone Marlia Mendona

Como a artista brasileira mais ouvida de todos os tempos no Spotify e a primeira...

26/07/2024

Check Out Our Updated Songs of Summer Predictions (Complete With Five New Wild Card Picks)

Last month, Spotify's annual Songs of Summer predictions made their return, ...

26/07/2024

Go for the Gold This Summer With These Sports-Themed Audiobooks and Podcasts

Summer is peak season for some of our favorite sports and events. Whether you're rooting for the home team at the ballpark or cheering for your country as i...

25/07/2024

Bringing More Audiobooks From Independent Authors to Spotify With Ingram Content Group

At Spotify, we aim to bring great audiobooks to as many listeners as possible, i...

24/07/2024

Artists Can Now Start Countdown Pages To Promote Their Upcoming Albums

Building anticipation ahead of a new album release is one of the most important ways for artists to ensure its success. But in today's music landscape, gain...

23/07/2024

Spotify Reports Second Quarter 2024 Earnings

Today, we announced our second quarter 2024 earnings. Led by healthy subscriber gains, improved monetization, and record profitability, Spotify reported Month...

23/07/2024

Spotify rapporterar intkter fr andra kvartalet 2024

Idag publicerar Spotify sina finansiella resultat f r andra kvartalet 2024. Med stark kning av antalet premiumanv ndare, f rb ttrad int ktsgenerering och rekor...

19/07/2024

Partnering With Industry To Create a Safer Online Environment for Young People

By Marcelina Slota - Head of Platform Integrity, Spotify Safety is a top priority for Spotify, which is why we want to make it easier for young people and pare...

18/07/2024

Beat the Heat With These Bingeworthy Beach Reads (and Pool Podcasts!)

Summer is officially in full swing, and that means it's time to chill out. Whether you're heading out on vacation or hoping to make the most of Summer F...

17/07/2024

Spotify Brings AI DJ to Spanish-Speaking Music Fans Around the World

When we launched our AI DJ in English last year, it gave listeners a new way to connect with and discover music on Spotify. DJ is a personalized AI guide that k...

17/07/2024

Spotify presenta AI DJ en espaol para los fans de la msica en todo el mundo

Cuando lanzamos AI DJ en ingl s el a o pasado, ofrecimos a los usuarios una nueva forma de conectar y descubrir m sica en Spotify. DJ es una gu a de IA personal...

11/07/2024

Spotify Celebrates a Thriving Australian Music Industry With Pop Sensation Tones And I

Around the world, the shift toward streaming has completely transformed the musi...

09/07/2024

Comments on Podcasts Gives Creators and Listeners More Ways To Engage

For podcast creators who want to grow their audiences, building a stronger relationship with their listeners and fans goes a long way. And in order to amplify t...

03/07/2024

Space Cadet' Star Emma Roberts and Filmmaker Liz W. Garcia Reveal Their Top Tracks for Getting Motivated

When the going gets tough, the tough get going. Just ask Emma Roberts, star of t...

28/06/2024

250,000 Video Podcasts and Counting: Creators and Audiences Are Embracing Video Content on Spotify

As one of the most powerful forms of human expression today, video is becoming...

27/06/2024

RADAR Korea Invites Fans Inside the Vibrant World of RIIZE in Honor of the K-Pop Group's First Mini Album, RIIZING'

Since 2020, RADAR has served as Spotify's program to spotlight rising talent...

27/06/2024

The Art and Science Behind Your Summer Listening Picks

Summer 2024 is officially underway, and with it comes our possibilities for personalizing the soundtrack that'll have you grooving through August. For examp...

25/06/2024

Amplify LGBTQIA+ Voices With These Audiobook Authors and Narrators

June is Pride Month, a time to honor and celebrate the vibrant LGBTQIA community and its rich history, culture, and achievements. It's also a time to eleva...

24/06/2024

Peso Pluma's New Album Reveals The Good, The Bad, and The Ugly'

Peso Pluma-aka La Doble P -is one of the fastest-growing Latin artists in Spotify's history and the first to go from 2 million monthly listeners to 50 mill...

21/06/2024

More Choice for U.S. Subscribers

On Spotify, users discover and enjoy music, podcasts, and audiobooks, with various plans that meet our listeners' needs. We offer subscriptions for every st...

21/06/2024

That's a Wrap on Cannes Lions 2024! Inside the Awards, Spotify Beach Action, and More

This week, Spotify returned to the South of France for the 2024 Cannes Lions Int...