One writer traces the evolution of a Billboard chart over 25 years

Browse over a century of issues of Billboard, the definitive music industry magazine, to trace nearly every American musical trend of the past century.

Some critics say comparing chart rankings across decades is meaningless

Although Billboard’s charts are presented as objective measures of a given song’s popularity, the company’s changing methodology (alongside changes in technology and listener habits) has made weighing chart success from different eras an imperfect science.

Billboard began as an advertising industry magazine

The magazine was initially “devoted to the interests of advertisers, poster printers, bill posters, advertising agents & secretaries of fairs.” While it occasionally tracked music via sheet music, record, and jukebox sales through the 1930s, it added its first true top 10 singles chart in 1940.

A technological breakthrough altered how Billboard determined what was popular.

Billboard began incorporating streaming in 2007

For nearly 50 years, the Billboard charts primarily relied on radio airplay and retail sales. But in 2007, the magazine began incorporating early streaming services AOL Music and Yahoo! Music into its methodology, and later worked with Spotify, YouTube, and other platforms. A single stream was not weighed as heavily as a purchase of a physical CD or vinyl record. Still, streaming’s impact became evident when songs with minimal radio airplay began climbing the charts, as seen with Baauer’s “Harlem Shake,” which did exceptionally well on YouTube.

Traditional bands largely disappeared from the Billboard charts in the 21st century, mostly replaced by solo artists.

Several major artists have embraced manipulating the Billboard charts

Billboard is supposed to be an accurate, objective representation of the country’s listening habits, but artists and their fans have discovered ways to manipulate the magazine’s methodology in order to push tracks to the top of the charts. In 2018, Taylor Swift rewarded fans for purchasing her album multiple times; in 2020, Justin Bieber reposted suggestions that fans repeatedly stream one of his songs while they sleep.

Billboard’s Hot 100 methodology is notoriously private

The magazine’s singles chart is based on on-demand streams (from platforms like Spotify), digital sales (from stores like iTunes), and radio airplay. Not all of those sources are weighted equally, though—sales are more important than airplay, and airplay is more significant than streams. In 2018, Billboard began weighing streams from premium subscriptions more heavily than free streams (like listening to a song on Pandora).

Is the love song dying?

This visual essay, compiled using 65 years of industry data, is an entertaining trip through the history of pop music, exploring whether or not music has grown less romantic. But, at its heart, this isn't about the Billboard charts—it's about the many different ways we define romance.

How 'Nevermind' realigned the music industry

Nirvana's breakout album inspired other major labels to hunt for similarly loud, countercultural bands. That led to a fascinating period in popular music that found defiantly anticommercial indie acts like the Melvins, the Butthole Surfers, and Ween (among many, many others) suddenly offered lucrative contracts.

How underground radio revitalized rock 'n' roll

Early FM was a wasteland and quickly became the domain of amateurs and risk-takers, including many stations and DJs who played music that flew in the face of mainstream trends. This history of the band's scrappy beginnings unpacks how it realigned the rock charts.

Billboard's early music charts were racially segregated

In 1942, the publication introduced the Harlem Hit Parade chart, listing the top 10 records sold at select record stores in the majority-Black borough of New York. In 1945, it changed the chart’s name to Most Played Juke Box Race Records, using the music industry term (“race record”) that identified recordings by Black artists, even if they played music markedly similar to the white artists on the other charts.

Over time, 'rock 'n' roll' eventually became 'classic rock,' largely due to radio station trends.

Although payola was made illegal in 1960, it likely continued on the Billboard charts through the '70s

In his book “Uncharted Territory: What Numbers Tell Us about the Biggest Hit Songs and Ourselves,” music journalist Chris Dalla Riva argues that payola, the music industry term for undisclosed paid publicity, likely continued into the 1970s with the Billboard chart. Dalla Riva cites chart irregularities and reports about Bill Wardlow, Billboard’s then director of sales, who was a known booster for disco label Casablanca Records.

A legendary rock writer ranks the greatest girl group records

Greil Marcus is considered one of the greatest American rock writers of all time, providing a literary legitimacy to rock ‘n’ roll when it was still considered mere pop culture. This 1975 essay on the great girl group records is the perfect example, offering a thought-provoking analysis of the era’s definitive singles.

Bob Dylan, explained

Bob Dylan has never had a Billboard No. 1 hit—but his influence on music is unmatched. This overview looks at his early protest songs, his shift to electric rock, and the cultural impact of his lyrics, performances, and legacy across generations.

YouTube no longer provides data to Billboard

Billboard began using data from YouTube in 2013, tracking the platform’s most popular songs as it became a hub for listeners. That relationship ended in January 2026, when YouTube announced it was ending the partnership, citing a disagreement over how Billboard weighted premium users more heavily than free users.

Country's sound continues to evolve

Country music is having a moment. In 2023, it saw the biggest growth in market share of any genre—up nearly 22%. This overview traces country’s rise from Appalachian folk roots to its current pop, rock, and hip-hop-infused wave, with artists like Beyoncé and Post Malone joining the mix.

2025 marked the first time in 35 years a hip-hop song wasn't in the top 40

The Billboard Hot 100 chart dated October 25, 2025, didn't have any rap or hip-hop songs in its top 40 singles, something that hadn't happened since Feb. 2, 1990. One explanation is a Billboard methodology change, and another is Taylor Swift's "The Life of a Showgirl."

Country music's popularity skyrocketed in the 21st century, establishing itself as a dominant force on the Billboard charts in the 2010s.

The artists with the most No. 1 singles

Scoring a No. 1 single is a difficult task—less than 4% of the songs that have made Billboard's Hot 100 chart have ever reached the top spot. This list breaks down the most elite hitmakers in Billboard history, including the Supremes, Taylor Swift, and the Beatles, who released an incredible 20 No. 1 singles.

Hip-hop gained significant popularity in the 21st century, dominating Billboard's pop chart.

80 artists on their favorite Bob Dylan songs

Listen to any rock music from the past century and you’ll likely hear some trace of Dylan’s influence. This massive list, released back on Dylan’s 80th birthday, offers objective data to back that up. Its 80 participants include David Byrne, Michael McDonald, and dozens more. The best part? The article also includes a playlist, so you can listen to the songs while you read about their impact.

The news feature that broke grunge

The Sub Pop label paid for journalist Everett True, then writing for Melody Maker, to fly to the sleepy northwestern city to check out the scene, which was breeding a curious mix of punk rock and heavy metal. The gambit worked. "The most vibrant, kicking music scene encompassed in one city for at least 10 years," Everett wrote.

In 2025, 'Walk My Walk' by Breaking Rust, an AI-generated artist, topped a Billboard country chart.

The sound of country music has evolved over its lifespan

Like any genre, country music is constantly evolving. This in-depth analysis from NPR illustrates how the notoriously traditionally minded industry has been redefined, time and time again, by its greatest artists. More recently, it highlights stars like Kacey Musgraves, Sam Hunt, and Maren Morris for taking it in new directions.

Rock 'n' roll's history in 60 seconds

In the late 1940s, rock 'n' roll emerged from a mix of blues, country, gospel, and jazz. It gained traction through radio, rebellious icons, and evolving sound. This overview traces the genre’s roots, rise, and lasting influence—from early pioneers to the British Invasion and beyond.

In the '90s, country aimed for stadiums

While the early 1900s built the template for country music as a genre, the 1990s pushed the music into the mainstream, setting the course for country’s modern ubiquity. Artists like Garth Brooks and Shania Twain pushed against the genre’s orthodoxy, turning the music into blockbuster entertainment with a pop sheen.

Nirvana's 'Nevermind' brought punk to the mainstream

The Seattle band’s second record, its first on a major label, went to number one four months after it was released in 1991. At one point, it was selling 300,000 copies a week. The band’s lead singer, Kurt Cobain, believed in punk’s countercultural aims and felt deeply conflicted about success.

Nirvana's 'Nevermind' brought punk (and grunge) to the mainstream

The Seattle band's second record, its first on a major label, went to number one four months after it was released in 1991. At one point, it was selling 300,000 copies a week. The band's lead singer, Kurt Cobain, believed in punk's countercultural aims and felt deeply conflicted about the band's success and its ties to the success of "grunge," a subgenre he felt ambivalent about.

Watch Bill Haley bring rock 'n' roll to mainstream America with his first performance on 'The Ed Sullivan Show.'

In the week after his death, 5 Prince albums appeared in the Billboard top 10

After his death in 2016, the public revisited Prince's catalog in a big way. For the first time in modern Billboard history, half of the magazine's Billboard 200 was concurrently occupied by a single artist. Three of those titles were compilations ("The Very Best of Prince," "The Hits/The B-Sides," and "Ultimate"), with the remaining two taken by studio albums ("Purple Rain" and "1999").

Explore an interactive timeline of rock 'n' roll's origins in blues, swing, country, and other genres.

Some critics argue that Grammys favor commercially successful artists

For this two-part series of Slate’s pop music podcast "Hit Parade," pop critic Chris Malanfi looks into the relationship between commercial and critical success and how the Grammys are affected by outside influences like the Billboard Hot 100 chart.

See every Coachella lineup from the festival's 2-plus decades

The unveiling of the Coachella poster has become an annual cultural tradition (and an amusing internet meme). This official collection of every poster from the festival's lifespan showcases the undercard acts that eventually became headliners, as well as the big names that fell into obscurity. The collection shows not only a fascinating illustration of the evolution of pop culture, but also subtle changes in Coachella's design, offering a case study in slowly refining a brand's identity.

TikTok's algorithm has changed the way hits are made

Songs aimed at TikTok's algorithm—designed for viral dances or soundtracking common experiences—often find success on the Billboard charts. An early example was Lil Nas X's "Old Town Road," which used his memes and a country-trap beat from the Netherlands to rise to the top of the Billboard charts.

Spotify's most-streamed albums to date

Interested in people's listening habits? Look through this up-to-date list to find out the most streamed albums on Spotify. See which musicians top the list by year, decade, or even all-time.

The Chicago Bears are the only professional sports team to score a Billboard Hot 100 hit

The 1985 track "The Super Bowl Shuffle" was recorded for charity, but the song (with its rudimentary raps and goofy taunts) became an unexpected hit, reaching No. 41 on the Hot 100 chart. This podcast digs into the history of the song and how it became an unexpected pop culture phenomenon.

A fun analysis of Radiohead's depressive song 'Creep'

Radiohead is a highly acclaimed English rock band founded in 1985. The band has sold more than 30 million albums, and their nine full-length albums are critically appreciated. This episode of One Song goes deep into the band's very first single and by far most-listened-to hit: "Creep," a slacker anthem filled with self-loathing and anxiety. Learn the details of the hit indie song here.

The best grunge albums of the 1990s

The best way to understand the music is to immerse yourself in it. This list compiles the definitive albums from the subgenre's peak period, featuring records from the big names associated with the scene (such as Nirvana, Pearl Jam, and Soundgarden) alongside less obvious picks that released grunge-adjacent classics (including Sonic Youth, Smashing Pumpkins, and PJ Harvey).

TikTok isn't factored into a song's rank on the Billboard charts, but it can have an impact

Billboard ranks a song's chart position based on its radio airplay, its physical sales, and its streaming numbers (across Spotify and other platforms), but doesn't include user-generated content, meaning it doesn't include TikTok videos. Keith Caulfield, Billboard's managing director of charts and data operations, notes that TikTok still has an impact, though, because listeners will often stream the app's most popular songs on other platforms.

Guitar Hero introduced a generation of gamers to rock music

The rhythm-based video game was a surprise hit when it was released in 2005. Even more surprising was the renewed interest in classic rock hits from the likes of Black Sabbath, Queen, and David Bowie.

How musical guests disappeared from late night TV

The late-night landscape has changed dramatically in the past five years, with the most visible difference being a severe lack of music. This writer set out to learn why that is—and what it means for audiences and artists alike.

How Rock and Roll Hall of Fame inductees New Order forged a new sound

Formed in the ashes of post-punk outfit Joy Division, the British group incorporated synthesizers and pulsating, disco beats for "Blue Monday," their early single that would come to define the 1980s sonic landscape.

Although no longer the dominant format, CDs are increasingly popular with younger people.

In the late '70s, Dylan started a trilogy of Christian rock albums

Across his six decades making music, Bob Dylan’s gone through numerous artistic eras and reinventions, but among the most polarizing (and, for some, the most perplexing) is Dylan’s Christian period in the late '70s and early '80s.

The iPhone's impact in 10 charts

It's been almost 20 years since Steve Jobs first unveiled the iPhone, the device that would come to define Apple for years and change not just the smartphone industry but the world at large. 10 examples of the iPhone's impact include its all-screen touch interface and the way it led to the rise of app culture.

The 100 best hip-hop albums of all time

Although it still sounds youthful, hip-hop reached middle age in 2023, reaching its 50th anniversary. This Pitchfork list of the genre's 100 best albums spans the entire history of the genre. Despite a few controversial picks, it's still worth a read, if only to dig back into some classics.

Listen to the history of the Super Bowl halftime show

This two-part podcast traces the halftime show's evolution from early marching band performances to star-driven productions, beginning with Michael Jackson's 1993 performance, and explains how it became one of the most influential music stages of the year.

Explore a list of the best album covers of all time, featuring iconic covers by Pink Floyd, Cyndi Lauper, Nirvana, and more.