¶ What we know · 14 January 2025 listen/tech
The thing I worked on the longest, in my Echo Nest / Spotify time, was calculating artist similarity. In the Echo Nest days, when we didn't have direct listening data, we derived scores for pairs of artists based on patterns of shared descriptive words found in web pages about each of them. Or, more accurately, web pages maybe about them, because figuring out whether any given blob of text that contains a given string of letters is about a band whose name is that same string of letters, at all never mind in a descriptively useful sense, is hard.
Once we got swallowed by Spotify, of course, we had all the listening-data plankton we could krill. The goal of "collaborative filtering", taken most lowercasely, is to extract collective knowledge from collected data. The Spotify feature this work powered was called (eventually) Fans Also Like, and one of my greatest organizational triumphs at Spotify was that after many years of technical work and political lobbying, I succeeded in making this feature live up to its name. For about a year and a half, starting around April 2023, the Spotify artist page Fans Also Like lists were really an algebraic formulation of getting each artist's fans, not just listeners, and finding out what other artists they disproportionately also liked. And nothing else. You only saw the first 20 results for each artist, but the underlying dataset behind this went deeper, and I think was a genuinely unprecedented collective cultural achievement of the Spotify audience.
Most of the complexity of doing this well, if by "well" you mean reflecting actual patterns of human interest as opposed to round-off error in vector embeddings or clandestine margin-chiseling, which you should, was actually in the quantification of "fan". I would not be able to explain all the details of that process from memory, even if I were allowed to, but the core idea is that the more you raise the threshold of fandom, the better similarity signal you get from the listening patterns of those fans, but the fewer artists are included, so if you want both precision and recall, you have to get creative.
And of course you have to get data, to begin with. We cannot recreate the lost Fans Also Like network from outside of Spotify, because we cannot get their dataset of fan/artist pairs. Or, really, our dataset, because it's our listening.
If you happen to have pairs of any kind of data, though, doing simple math to extract similarity of one half of those pairs based on the co-reference patterns of the other half is easy. In fact, if you have that pair data in JSON, you can load it into the spec/doc/test/playground page for Dactal and do it right now.
For example, over at AlbumOfTheYear.org they aggregate album-of-the-year lists from many other publications and produce a scored meta-ranking of the year's albums. But this dataset of publication/album pairs also encodes patterns of implicit knowledge about album similarity based on the tendencies of publications to list albums together, and about publication similarity based on the tendencies of albums to appeal to publications together.
Here's how to extract it using Dactal:
The first orange line is specific to this data, my extraction from the AOTY lists, but all it needs to produce is a two-column list with x and y. Like this:
Once you have any x/y list like this, the rest of the query works the same. The scoring logic here (which isn't what I used at Spotify, but you probably aren't dealing with 600 million people listening to 10 million artists) counts the overlap between any pair of x based on y, and then scales that by the maximum overlaps of both parts of the pair. So a score of 1 means that both things in that pair are each other's closest match. The calculation is asymmetric because one part of a pair may be the other's closest match but not vice versa. If you read about music online you may know that, e.g., Decibel and Metal Hammer are both metal-specific, The Guardian and NME are both British, and BrooklynVegan and Stereogum are both read by the kind of people who read BrooklynVegan and Stereogum, so the top of those results passes a basic sanity check.
And because everything but the first line is independent of what x and y are, that means we can flip x and y (just those two letters!) and get album similarity:
This passes a sanity check – everybody who writes about music likes Charli – but not an interestingness check, so we might opt to filter out BRAT just to see what else we can learn:
Not bad! The two Future/Metro Boomin albums are most similar to each other, which is the good kind of confidence-boosting boring answer, but a bunch of the other pairs are plausible yet non-obvious: two indie rock records, two UK indie guitar records, two indie rappers, two metal-adjacent records.
These scores are normalized locally, not globally, so the real way to use them is to reorganize this by album. Which is also easy:
That's interesting to me. What's interesting to you?
[PS: Oh, here, I put this dataset up in raw interactive form, so you can play with it yourself if you want.]
Once we got swallowed by Spotify, of course, we had all the listening-data plankton we could krill. The goal of "collaborative filtering", taken most lowercasely, is to extract collective knowledge from collected data. The Spotify feature this work powered was called (eventually) Fans Also Like, and one of my greatest organizational triumphs at Spotify was that after many years of technical work and political lobbying, I succeeded in making this feature live up to its name. For about a year and a half, starting around April 2023, the Spotify artist page Fans Also Like lists were really an algebraic formulation of getting each artist's fans, not just listeners, and finding out what other artists they disproportionately also liked. And nothing else. You only saw the first 20 results for each artist, but the underlying dataset behind this went deeper, and I think was a genuinely unprecedented collective cultural achievement of the Spotify audience.
Most of the complexity of doing this well, if by "well" you mean reflecting actual patterns of human interest as opposed to round-off error in vector embeddings or clandestine margin-chiseling, which you should, was actually in the quantification of "fan". I would not be able to explain all the details of that process from memory, even if I were allowed to, but the core idea is that the more you raise the threshold of fandom, the better similarity signal you get from the listening patterns of those fans, but the fewer artists are included, so if you want both precision and recall, you have to get creative.
And of course you have to get data, to begin with. We cannot recreate the lost Fans Also Like network from outside of Spotify, because we cannot get their dataset of fan/artist pairs. Or, really, our dataset, because it's our listening.
If you happen to have pairs of any kind of data, though, doing simple math to extract similarity of one half of those pairs based on the co-reference patterns of the other half is easy. In fact, if you have that pair data in JSON, you can load it into the spec/doc/test/playground page for Dactal and do it right now.
For example, over at AlbumOfTheYear.org they aggregate album-of-the-year lists from many other publications and produce a scored meta-ranking of the year's albums. But this dataset of publication/album pairs also encodes patterns of implicit knowledge about album similarity based on the tendencies of publications to list albums together, and about publication similarity based on the tendencies of albums to appeal to publications together.
Here's how to extract it using Dactal:
?data=(aoty.entries.(....x=aotylist,y=albumkey))
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
#score
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
#score
The first orange line is specific to this data, my extraction from the AOTY lists, but all it needs to produce is a two-column list with x and y. Like this:
?data=(aoty.entries.(....x=aotylist,y=albumkey))
Once you have any x/y list like this, the rest of the query works the same. The scoring logic here (which isn't what I used at Spotify, but you probably aren't dealing with 600 million people listening to 10 million artists) counts the overlap between any pair of x based on y, and then scales that by the maximum overlaps of both parts of the pair. So a score of 1 means that both things in that pair are each other's closest match. The calculation is asymmetric because one part of a pair may be the other's closest match but not vice versa. If you read about music online you may know that, e.g., Decibel and Metal Hammer are both metal-specific, The Guardian and NME are both British, and BrooklynVegan and Stereogum are both read by the kind of people who read BrooklynVegan and Stereogum, so the top of those results passes a basic sanity check.
And because everything but the first line is independent of what x and y are, that means we can flip x and y (just those two letters!) and get album similarity:
?data=(aoty.entries.(....y=aotylist,x=albumkey))
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
#score
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
#score
This passes a sanity check – everybody who writes about music likes Charli – but not an interestingness check, so we might opt to filter out BRAT just to see what else we can learn:
?data=(aoty.entries.(....y=aotylist,x=albumkey))
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
:!(.x1,x2:=[Charli xcx: BRAT])
#score
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
:!(.x1,x2:=[Charli xcx: BRAT])
#score
Not bad! The two Future/Metro Boomin albums are most similar to each other, which is the good kind of confidence-boosting boring answer, but a bunch of the other pairs are plausible yet non-obvious: two indie rock records, two UK indie guitar records, two indie rappers, two metal-adjacent records.
These scores are normalized locally, not globally, so the real way to use them is to reorganize this by album. Which is also easy:
?data=(aoty.entries.(....y=aotylist,x=albumkey))
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
:!(.x1,x2:=[Charli xcx: BRAT])
#score
/iyl=(.x1,x2)
.(....iyl,yml=(._,(.of.x1,x2):@>1:@<=10)
?paircounts=(data/y/x1=(.of.x),x2=(.of.x):(.key:@2):count>=5)
?x maxpoints=(paircounts/key||maxpoints=(.of.count....max))
?paircounts
||x1max=(.x1.x maxpoints.maxpoints),
x2max=(.x2.x maxpoints.maxpoints),
score=[=2*count**2/((count+x1max)*x2max)]
:!(.x1,x2:=[Charli xcx: BRAT])
#score
/iyl=(.x1,x2)
.(....iyl,yml=(._,(.of.x1,x2):@>1:@<=10)
| 146 | iyl | yml |
| 1 | A. G. Cook: Britpop | 10 Maggie Rogers: Don't Forget Me Remi Wolf: Big Ideas Clairo: Charm Jack White: No Name Magdalena Bay: Imaginal Disk Vampire Weekend: Only God Was Above Us Fontaines D.C.: Romance Doechii: Alligator Bites Never Heal Tyler, The Creator: CHROMAKOPIA ScHoolboy Q: BLUE LIPS |
| 2 | Adrianne Lenker: Bright Future | 10 Vampire Weekend: Only God Was Above Us The Last Dinner Party: Prelude to Ecstasy The Cure: Songs of a Lost World Fontaines D.C.: Romance Arooj Aftab: Night Reign Kim Gordon: The Collective Magdalena Bay: Imaginal Disk Floating Points: Cascade Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks |
| 3 | Amyl and The Sniffers: Cartoon Darkness | 10 English Teacher: This Could Be Texas The Last Dinner Party: Prelude to Ecstasy Bob Vylan: Humble As The Sun Hamish Hawk: A Firmer Hand IDLES: TANGK SPRINTS: Letter To Self Fontaines D.C.: Romance The Cure: Songs of a Lost World Waxahatchee: Tigers Blood Wunderhorse: Midas |
| 4 | Ariana Grande: eternal sunshine | 10 Billie Eilish: HIT ME HARD AND SOFT Sabrina Carpenter: Short n' Sweet Dua Lipa: Radical Optimism Beyoncé: COWBOY CARTER Kacey Musgraves: Deeper Well Clairo: Charm Doechii: Alligator Bites Never Heal Vampire Weekend: Only God Was Above Us Magdalena Bay: Imaginal Disk The Cure: Songs of a Lost World |
| 5 | Arooj Aftab: Night Reign | 10 Adrianne Lenker: Bright Future Jessica Pratt: Here in the Pitch Beth Gibbons: Lives Outgrown Cindy Lee: Diamond Jubilee MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Nala Sinephro: Endlessness Vampire Weekend: Only God Was Above Us Waxahatchee: Tigers Blood Nilüfer Yanya: My Method Actor |
| 6 | Astrid Sonne: Great Doubt | 4 Nala Sinephro: Endlessness Nilüfer Yanya: My Method Actor MJ Lenderman: Manning Fireworks Mk.gee: Two Star & The Dream Police |
| 7 | Being Dead: EELS | 10 This Is Lorelei: Box For Buddy, Box For Star Mannequin Pussy: I Got Heaven Jessica Pratt: Here in the Pitch Nilüfer Yanya: My Method Actor Blood Incantation: Absolute Elsewhere Magdalena Bay: Imaginal Disk Mk.gee: Two Star & The Dream Police Vampire Weekend: Only God Was Above Us MJ Lenderman: Manning Fireworks Clairo: Charm |
| 8 | Beth Gibbons: Lives Outgrown | 10 The Cure: Songs of a Lost World Arooj Aftab: Night Reign Jessica Pratt: Here in the Pitch Adrianne Lenker: Bright Future Kim Gordon: The Collective Julia Holter: Something in the Room She Moves Mannequin Pussy: I Got Heaven Waxahatchee: Tigers Blood Nilüfer Yanya: My Method Actor Chat Pile: Cool World |
| 9 | Beyoncé: COWBOY CARTER | 10 Billie Eilish: HIT ME HARD AND SOFT Sabrina Carpenter: Short n' Sweet Doechii: Alligator Bites Never Heal Kendrick Lamar: GNX Jack White: No Name The Cure: Songs of a Lost World Kali Uchis: ORQUÍDEAS Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks ScHoolboy Q: BLUE LIPS |
| 10 | BigXthaPlug: TAKE CARE | 4 GloRilla: GLORIOUS Doechii: Alligator Bites Never Heal Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX |
| 11 | Bill Ryder-Jones: Iechyd Da | 10 Amyl and The Sniffers: Cartoon Darkness Arooj Aftab: Night Reign Fontaines D.C.: Romance Adrianne Lenker: Bright Future The Cure: Songs of a Lost World Kim Gordon: The Collective Beth Gibbons: Lives Outgrown The Last Dinner Party: Prelude to Ecstasy Vampire Weekend: Only God Was Above Us Cindy Lee: Diamond Jubilee |
| 12 | Billie Eilish: HIT ME HARD AND SOFT | 10 Beyoncé: COWBOY CARTER Sabrina Carpenter: Short n' Sweet The Cure: Songs of a Lost World Clairo: Charm St. Vincent: All Born Screaming Doechii: Alligator Bites Never Heal Ariana Grande: eternal sunshine Kendrick Lamar: GNX Taylor Swift: THE TORTURED POETS DEPARTMENT Kali Uchis: ORQUÍDEAS |
| 13 | Bladee: Cold Visions | 2 Mount Eerie: Night Palace Clairo: Charm |
| 14 | Blood Incantation: Absolute Elsewhere | 10 Chelsea Wolfe: She Reaches Out to She Reaches Out to She Chat Pile: Cool World Judas Priest: Invincible Shield Knocked Loose: You Won't Go Before You're Supposed To Mannequin Pussy: I Got Heaven Opeth: The Last Will and Testament Gatecreeper: Dark Superstition Thou: Umbilical Vampire Weekend: Only God Was Above Us Adrianne Lenker: Bright Future |
| 15 | Bob Vylan: Humble As The Sun | Amyl and The Sniffers: Cartoon Darkness |
| 16 | Bring Me The Horizon: POST HUMAN: NeX GEn | Knocked Loose: You Won't Go Before You're Supposed To |
| 17 | Brittany Howard: What Now | 10 Common & Pete Rock: The Auditorium Vol. 1 Waxahatchee: Tigers Blood Vampire Weekend: Only God Was Above Us Adrianne Lenker: Bright Future Billie Eilish: HIT ME HARD AND SOFT The Cure: Songs of a Lost World Beyoncé: COWBOY CARTER E L U C I D: REVELATOR ScHoolboy Q: BLUE LIPS Johnny Blue Skies: Passage du Desir |
| 18 | Caribou: Honey | 3 Kim Gordon: The Collective Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks |
| 19 | Cassandra Jenkins: My Light, My Destroyer | 10 MJ Lenderman: Manning Fireworks Nala Sinephro: Endlessness Waxahatchee: Tigers Blood Nilüfer Yanya: My Method Actor Jessica Pratt: Here in the Pitch Kim Gordon: The Collective Mabe Fratti: Sentir Que No Sabes Arooj Aftab: Night Reign The Cure: Songs of a Lost World Mk.gee: Two Star & The Dream Police |
| 20 | Chanel Beads: Your Day Will Come | 5 Nala Sinephro: Endlessness Mk.gee: Two Star & The Dream Police Mannequin Pussy: I Got Heaven Cindy Lee: Diamond Jubilee MJ Lenderman: Manning Fireworks |
| 21 | Charli xcx: Brat and it's completely different but also still brat | 5 Doechii: Alligator Bites Never Heal Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT Kim Gordon: The Collective |
| 22 | Chat Pile: Cool World | 10 Blood Incantation: Absolute Elsewhere Knocked Loose: You Won't Go Before You're Supposed To Gouge Away: Deep Sage Touché Amoré: Spiral in a Straight Line Foxing: Foxing Magdalena Bay: Imaginal Disk Mannequin Pussy: I Got Heaven Cindy Lee: Diamond Jubilee Mount Eerie: Night Palace The Cure: Songs of a Lost World |
| 23 | Chelsea Wolfe: She Reaches Out to She Reaches Out to She | 10 Blood Incantation: Absolute Elsewhere Thou: Umbilical Knocked Loose: You Won't Go Before You're Supposed To Touché Amoré: Spiral in a Straight Line Geordie Greep: The New Sound Julia Holter: Something in the Room She Moves Chat Pile: Cool World Beth Gibbons: Lives Outgrown ScHoolboy Q: BLUE LIPS Mannequin Pussy: I Got Heaven |
| 24 | Chief Keef: Almighty So 2 | 10 Mk.gee: Two Star & The Dream Police Sabrina Carpenter: Short n' Sweet Nilüfer Yanya: My Method Actor Vampire Weekend: Only God Was Above Us Adrianne Lenker: Bright Future Clairo: Charm Waxahatchee: Tigers Blood Beyoncé: COWBOY CARTER Kendrick Lamar: GNX Billie Eilish: HIT ME HARD AND SOFT |
| 25 | Christopher Owens: I Wanna Run Barefoot Through Your Hair | 4 Mannequin Pussy: I Got Heaven Vampire Weekend: Only God Was Above Us MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World |
| 26 | Cindy Lee: Diamond Jubilee | 10 MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch Magdalena Bay: Imaginal Disk The Cure: Songs of a Lost World Arooj Aftab: Night Reign Waxahatchee: Tigers Blood Mdou Moctar: Funeral for Justice Mount Eerie: Night Palace Mannequin Pussy: I Got Heaven Kim Gordon: The Collective |
| 27 | claire rousay: sentiment | 10 Kim Gordon: The Collective Arooj Aftab: Night Reign MJ Lenderman: Manning Fireworks Nala Sinephro: Endlessness Mk.gee: Two Star & The Dream Police Clairo: Charm Sabrina Carpenter: Short n' Sweet Waxahatchee: Tigers Blood Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT |
| 28 | Clairo: Charm | 10 Billie Eilish: HIT ME HARD AND SOFT Mk.gee: Two Star & The Dream Police St. Vincent: All Born Screaming MJ Lenderman: Manning Fireworks Vampire Weekend: Only God Was Above Us Tyler, The Creator: CHROMAKOPIA Magdalena Bay: Imaginal Disk Adrianne Lenker: Bright Future Fontaines D.C.: Romance Sabrina Carpenter: Short n' Sweet |
| 29 | Clarissa Connelly: World of Work | 2 Kim Gordon: The Collective Nala Sinephro: Endlessness |
| 30 | Common & Pete Rock: The Auditorium Vol. 1 | 6 Vince Staples: Dark Times Brittany Howard: What Now ScHoolboy Q: BLUE LIPS The Cure: Songs of a Lost World Adrianne Lenker: Bright Future Jessica Pratt: Here in the Pitch |
| 31 | Confidence Man: 3AM (LA LA LA) | 5 The Last Dinner Party: Prelude to Ecstasy English Teacher: This Could Be Texas Billie Eilish: HIT ME HARD AND SOFT Beyoncé: COWBOY CARTER Fontaines D.C.: Romance |
| 32 | The Cure: Songs of a Lost World | 10 Fontaines D.C.: Romance MJ Lenderman: Manning Fireworks Vampire Weekend: Only God Was Above Us Waxahatchee: Tigers Blood The Last Dinner Party: Prelude to Ecstasy Jessica Pratt: Here in the Pitch Adrianne Lenker: Bright Future Jack White: No Name Nick Cave & The Bad Seeds: Wild God Mannequin Pussy: I Got Heaven |
| 33 | Denzel Curry: King of the Mischievous South Vol. 2 | 2 Beyoncé: COWBOY CARTER Tyler, The Creator: CHROMAKOPIA |
| 34 | DIIV: Frog in Boiling Water | 10 Father John Misty: Mahashmashana Vampire Weekend: Only God Was Above Us Mannequin Pussy: I Got Heaven The Cure: Songs of a Lost World Fontaines D.C.: Romance Mk.gee: Two Star & The Dream Police Adrianne Lenker: Bright Future Clairo: Charm Jessica Pratt: Here in the Pitch Sabrina Carpenter: Short n' Sweet |
| 35 | Doechii: Alligator Bites Never Heal | 10 ScHoolboy Q: BLUE LIPS Kendrick Lamar: GNX Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT Sabrina Carpenter: Short n' Sweet Kali Uchis: ORQUÍDEAS Tyler, The Creator: CHROMAKOPIA GloRilla: GLORIOUS MJ Lenderman: Manning Fireworks Mk.gee: Two Star & The Dream Police |
| 36 | Dua Lipa: Radical Optimism | 10 St. Vincent: All Born Screaming Ariana Grande: eternal sunshine Billie Eilish: HIT ME HARD AND SOFT Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER Mannequin Pussy: I Got Heaven Vampire Weekend: Only God Was Above Us Clairo: Charm The Last Dinner Party: Prelude to Ecstasy MJ Lenderman: Manning Fireworks |
| 37 | E L U C I D: REVELATOR | 10 Mdou Moctar: Funeral for Justice Nala Sinephro: Endlessness Arooj Aftab: Night Reign Brittany Howard: What Now Tyler, The Creator: CHROMAKOPIA Beth Gibbons: Lives Outgrown Blood Incantation: Absolute Elsewhere ScHoolboy Q: BLUE LIPS Jessica Pratt: Here in the Pitch Doechii: Alligator Bites Never Heal |
| 38 | Ekko Astral: pink balloons | 10 Knocked Loose: You Won't Go Before You're Supposed To Kali Uchis: ORQUÍDEAS Mk.gee: Two Star & The Dream Police ScHoolboy Q: BLUE LIPS Tyler, The Creator: CHROMAKOPIA Fontaines D.C.: Romance Doechii: Alligator Bites Never Heal Mannequin Pussy: I Got Heaven The Cure: Songs of a Lost World Jessica Pratt: Here in the Pitch |
| 39 | Empress Of: For Your Consideration | 10 Arooj Aftab: Night Reign Clairo: Charm Kali Uchis: ORQUÍDEAS Jack White: No Name Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT Kim Gordon: The Collective Waxahatchee: Tigers Blood Vampire Weekend: Only God Was Above Us Jessica Pratt: Here in the Pitch |
| 40 | English Teacher: This Could Be Texas | 10 SPRINTS: Letter To Self The Last Dinner Party: Prelude to Ecstasy Amyl and The Sniffers: Cartoon Darkness Fontaines D.C.: Romance The Cure: Songs of a Lost World Wunderhorse: Midas Magdalena Bay: Imaginal Disk Laura Marling: Patterns in Repeat Rachel Chinouriri: What A Devastating Turn of Events Waxahatchee: Tigers Blood |
| 41 | Erika de Casier: Still | 3 Nilüfer Yanya: My Method Actor Mk.gee: Two Star & The Dream Police MJ Lenderman: Manning Fireworks |
| 42 | Ezra Collective: Dance, No One's Watching | 5 Jamie xx: In Waves MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Jessica Pratt: Here in the Pitch Fontaines D.C.: Romance |
| 43 | Fabiana Palladino: Fabiana Palladino | 10 Tyla: TYLA Nala Sinephro: Endlessness MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch Kim Gordon: The Collective Nick Cave & The Bad Seeds: Wild God Jamie xx: In Waves Fontaines D.C.: Romance Mdou Moctar: Funeral for Justice Waxahatchee: Tigers Blood |
| 44 | Fat Dog: WOOF. | 2 The Last Dinner Party: Prelude to Ecstasy St. Vincent: All Born Screaming |
| 45 | Father John Misty: Mahashmashana | 10 MJ Lenderman: Manning Fireworks Vampire Weekend: Only God Was Above Us Wild Pink: Dulling The Horns The Cure: Songs of a Lost World DIIV: Frog in Boiling Water Gouge Away: Deep Sage Fontaines D.C.: Romance Mannequin Pussy: I Got Heaven Cindy Lee: Diamond Jubilee Kendrick Lamar: GNX |
| 46 | Faye Webster: Underdressed at the Symphony | 2 Clairo: Charm Billie Eilish: HIT ME HARD AND SOFT |
| 47 | Fievel Is Glauque: Rong Weicknes | Kim Gordon: The Collective |
| 48 | Floating Points: Cascade | 10 Adrianne Lenker: Bright Future Julia Holter: Something in the Room She Moves Mannequin Pussy: I Got Heaven Mount Eerie: Night Palace Jessica Pratt: Here in the Pitch Blood Incantation: Absolute Elsewhere The Last Dinner Party: Prelude to Ecstasy Arooj Aftab: Night Reign Brittany Howard: What Now Johnny Blue Skies: Passage du Desir |
| 49 | Fontaines D.C.: Romance | 10 The Cure: Songs of a Lost World The Last Dinner Party: Prelude to Ecstasy English Teacher: This Could Be Texas Mannequin Pussy: I Got Heaven Vampire Weekend: Only God Was Above Us MJ Lenderman: Manning Fireworks Tyler, The Creator: CHROMAKOPIA Adrianne Lenker: Bright Future Nick Cave & The Bad Seeds: Wild God Amyl and The Sniffers: Cartoon Darkness |
| 50 | Foxing: Foxing | 5 Chat Pile: Cool World Knocked Loose: You Won't Go Before You're Supposed To Kendrick Lamar: GNX MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World |
| 51 | Friko: Where we've been, Where we go from here | 4 Cindy Lee: Diamond Jubilee Jessica Pratt: Here in the Pitch Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks |
| 52 | Future & Metro Boomin: WE DON'T TRUST YOU | 9 Future & Metro Boomin: WE STILL DON'T TRUST YOU Vince Staples: Dark Times ScHoolboy Q: BLUE LIPS Doechii: Alligator Bites Never Heal Mk.gee: Two Star & The Dream Police Sabrina Carpenter: Short n' Sweet Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX Beyoncé: COWBOY CARTER |
| 53 | Future & Metro Boomin: WE STILL DON'T TRUST YOU | 6 Future & Metro Boomin: WE DON'T TRUST YOU Doechii: Alligator Bites Never Heal ScHoolboy Q: BLUE LIPS Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX Mk.gee: Two Star & The Dream Police |
| 54 | Gatecreeper: Dark Superstition | Blood Incantation: Absolute Elsewhere |
| 55 | Geordie Greep: The New Sound | 10 Chelsea Wolfe: She Reaches Out to She Reaches Out to She JPEGMAFIA: I LAY DOWN MY LIFE FOR YOU Julia Holter: Something in the Room She Moves Blood Incantation: Absolute Elsewhere Waxahatchee: Tigers Blood Magdalena Bay: Imaginal Disk Brittany Howard: What Now Mount Eerie: Night Palace Kim Gordon: The Collective Beth Gibbons: Lives Outgrown |
| 56 | Gillian Welch & David Rawlings: Woodland | 10 Waxahatchee: Tigers Blood Hurray for the Riff Raff: The Past Is Still Alive Beth Gibbons: Lives Outgrown The Cure: Songs of a Lost World Brittany Howard: What Now Mannequin Pussy: I Got Heaven MJ Lenderman: Manning Fireworks Nilüfer Yanya: My Method Actor Vampire Weekend: Only God Was Above Us Jessica Pratt: Here in the Pitch |
| 57 | GloRilla: GLORIOUS | 10 BigXthaPlug: TAKE CARE ScHoolboy Q: BLUE LIPS Doechii: Alligator Bites Never Heal Tyla: TYLA Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX Mk.gee: Two Star & The Dream Police Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT |
| 58 | Godspeed You! Black Emperor: “NO TITLE AS OF 13 FEBRUARY 2024 28,340 DEAD” | 10 Cindy Lee: Diamond Jubilee Magdalena Bay: Imaginal Disk Kim Gordon: The Collective Vince Staples: Dark Times English Teacher: This Could Be Texas Mannequin Pussy: I Got Heaven Adrianne Lenker: Bright Future Mount Eerie: Night Palace The Last Dinner Party: Prelude to Ecstasy Jack White: No Name |
| 59 | Gouge Away: Deep Sage | 10 High Vis: Guided Tour Chat Pile: Cool World Father John Misty: Mahashmashana Mannequin Pussy: I Got Heaven Blood Incantation: Absolute Elsewhere The Cure: Songs of a Lost World Nilüfer Yanya: My Method Actor Tyler, The Creator: CHROMAKOPIA MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch |
| 60 | Gracie Abrams: The Secret of Us | 5 Kacey Musgraves: Deeper Well Sabrina Carpenter: Short n' Sweet St. Vincent: All Born Screaming Billie Eilish: HIT ME HARD AND SOFT Beyoncé: COWBOY CARTER |
| 61 | Green Day: Saviors | The Cure: Songs of a Lost World |
| 62 | Hamish Hawk: A Firmer Hand | 2 Amyl and The Sniffers: Cartoon Darkness Jessica Pratt: Here in the Pitch |
| 63 | The Hard Quartet: The Hard Quartet | 4 MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Waxahatchee: Tigers Blood Jessica Pratt: Here in the Pitch |
| 64 | High Vis: Guided Tour | 4 Gouge Away: Deep Sage Mannequin Pussy: I Got Heaven Fontaines D.C.: Romance The Cure: Songs of a Lost World |
| 65 | Hovvdy: Hovvdy | 10 Doechii: Alligator Bites Never Heal Magdalena Bay: Imaginal Disk Father John Misty: Mahashmashana Vampire Weekend: Only God Was Above Us Nilüfer Yanya: My Method Actor MJ Lenderman: Manning Fireworks Mk.gee: Two Star & The Dream Police Mannequin Pussy: I Got Heaven Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER |
| 66 | Hurray for the Riff Raff: The Past Is Still Alive | 10 Mount Eerie: Night Palace MJ Lenderman: Manning Fireworks Beyoncé: COWBOY CARTER Gillian Welch & David Rawlings: Woodland KA: The Thief Next to Jesus Waxahatchee: Tigers Blood Mannequin Pussy: I Got Heaven Kali Uchis: ORQUÍDEAS Mdou Moctar: Funeral for Justice Jessica Pratt: Here in the Pitch |
| 67 | IDLES: TANGK | 10 Amyl and The Sniffers: Cartoon Darkness The Cure: Songs of a Lost World SPRINTS: Letter To Self The Last Dinner Party: Prelude to Ecstasy Fontaines D.C.: Romance Tyler, The Creator: CHROMAKOPIA KNEECAP: Fine Art Vampire Weekend: Only God Was Above Us Beth Gibbons: Lives Outgrown English Teacher: This Could Be Texas |
| 68 | Jack White: No Name | 10 The Cure: Songs of a Lost World Vampire Weekend: Only God Was Above Us Beyoncé: COWBOY CARTER Kendrick Lamar: GNX Tyler, The Creator: CHROMAKOPIA Waxahatchee: Tigers Blood Billie Eilish: HIT ME HARD AND SOFT Adrianne Lenker: Bright Future Jamie xx: In Waves Fontaines D.C.: Romance |
| 69 | Jamie xx: In Waves | 10 Fontaines D.C.: Romance Justice: Hyperdrama Jack White: No Name The Cure: Songs of a Lost World Tyler, The Creator: CHROMAKOPIA Nick Cave & The Bad Seeds: Wild God Jessica Pratt: Here in the Pitch Beyoncé: COWBOY CARTER Yard Act: Where's My Utopia? MJ Lenderman: Manning Fireworks |
| 70 | Jessica Pratt: Here in the Pitch | 10 MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Cindy Lee: Diamond Jubilee Waxahatchee: Tigers Blood Arooj Aftab: Night Reign Mdou Moctar: Funeral for Justice Beth Gibbons: Lives Outgrown Mannequin Pussy: I Got Heaven Kim Gordon: The Collective Doechii: Alligator Bites Never Heal |
| 71 | Jlin: Akoma | 6 Mabe Fratti: Sentir Que No Sabes Nala Sinephro: Endlessness Arooj Aftab: Night Reign Kim Gordon: The Collective Nilüfer Yanya: My Method Actor MJ Lenderman: Manning Fireworks |
| 72 | Johnny Blue Skies: Passage du Desir | 10 The Cure: Songs of a Lost World MJ Lenderman: Manning Fireworks Waxahatchee: Tigers Blood Jessica Pratt: Here in the Pitch Blood Incantation: Absolute Elsewhere Brittany Howard: What Now Adrianne Lenker: Bright Future Jack White: No Name Nilüfer Yanya: My Method Actor Mannequin Pussy: I Got Heaven |
| 73 | JPEGMAFIA: I LAY DOWN MY LIFE FOR YOU | 10 Geordie Greep: The New Sound Beth Gibbons: Lives Outgrown Kim Gordon: The Collective Blood Incantation: Absolute Elsewhere Kendrick Lamar: GNX Nala Sinephro: Endlessness Waxahatchee: Tigers Blood The Last Dinner Party: Prelude to Ecstasy Vampire Weekend: Only God Was Above Us Jessica Pratt: Here in the Pitch |
| 74 | Judas Priest: Invincible Shield | Blood Incantation: Absolute Elsewhere |
| 75 | Julia Holter: Something in the Room She Moves | 10 Adrianne Lenker: Bright Future Beth Gibbons: Lives Outgrown Arooj Aftab: Night Reign Chelsea Wolfe: She Reaches Out to She Reaches Out to She Floating Points: Cascade Geordie Greep: The New Sound Mount Eerie: Night Palace Blood Incantation: Absolute Elsewhere Kim Gordon: The Collective The Cure: Songs of a Lost World |
| 76 | Justice: Hyperdrama | 3 Jamie xx: In Waves Fontaines D.C.: Romance The Cure: Songs of a Lost World |
| 77 | KA: The Thief Next to Jesus | 10 Mach-Hommy: #RICHAXXHAITIAN Mannequin Pussy: I Got Heaven Mount Eerie: Night Palace LL COOL J: THE FORCE Cindy Lee: Diamond Jubilee Hurray for the Riff Raff: The Past Is Still Alive Kim Gordon: The Collective MJ Lenderman: Manning Fireworks Tyler, The Creator: CHROMAKOPIA Blood Incantation: Absolute Elsewhere |
| 78 | Kacey Musgraves: Deeper Well | 10 Sabrina Carpenter: Short n' Sweet Gracie Abrams: The Secret of Us Billie Eilish: HIT ME HARD AND SOFT Ariana Grande: eternal sunshine Beyoncé: COWBOY CARTER Taylor Swift: THE TORTURED POETS DEPARTMENT Kendrick Lamar: GNX Jack White: No Name Doechii: Alligator Bites Never Heal The Cure: Songs of a Lost World |
| 79 | Kali Uchis: ORQUÍDEAS | 10 Doechii: Alligator Bites Never Heal ScHoolboy Q: BLUE LIPS Billie Eilish: HIT ME HARD AND SOFT Beyoncé: COWBOY CARTER Tyla: TYLA Vampire Weekend: Only God Was Above Us Clairo: Charm Ekko Astral: pink balloons Empress Of: For Your Consideration Sabrina Carpenter: Short n' Sweet |
| 80 | Kamasi Washington: Fearless Movement | 4 Vampire Weekend: Only God Was Above Us The Cure: Songs of a Lost World Adrianne Lenker: Bright Future Billie Eilish: HIT ME HARD AND SOFT |
| 81 | KAYTRANADA: Timeless | 3 Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER The Cure: Songs of a Lost World |
| 82 | Kelly Lee Owens: Dreamstate | 10 Nia Archives: Silence Is Loud SPRINTS: Letter To Self Tyla: TYLA English Teacher: This Could Be Texas Clairo: Charm Waxahatchee: Tigers Blood Magdalena Bay: Imaginal Disk Vampire Weekend: Only God Was Above Us Sabrina Carpenter: Short n' Sweet Fontaines D.C.: Romance |
| 83 | Kendrick Lamar: GNX | 10 Doechii: Alligator Bites Never Heal Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT ScHoolboy Q: BLUE LIPS Jack White: No Name MJ Lenderman: Manning Fireworks Tyler, The Creator: CHROMAKOPIA The Cure: Songs of a Lost World Vince Staples: Dark Times Sabrina Carpenter: Short n' Sweet |
| 84 | Kim Deal: Nobody Loves You More | 10 The Cure: Songs of a Lost World Nick Cave & The Bad Seeds: Wild God English Teacher: This Could Be Texas Mannequin Pussy: I Got Heaven Billie Eilish: HIT ME HARD AND SOFT The Last Dinner Party: Prelude to Ecstasy Beyoncé: COWBOY CARTER Fontaines D.C.: Romance MJ Lenderman: Manning Fireworks Adrianne Lenker: Bright Future |
| 85 | Kim Gordon: The Collective | 10 Waxahatchee: Tigers Blood Mount Eerie: Night Palace Adrianne Lenker: Bright Future MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch Nala Sinephro: Endlessness Magdalena Bay: Imaginal Disk Cindy Lee: Diamond Jubilee Mannequin Pussy: I Got Heaven Nilüfer Yanya: My Method Actor |
| 86 | KNEECAP: Fine Art | 10 Fontaines D.C.: Romance The Last Dinner Party: Prelude to Ecstasy Adrianne Lenker: Bright Future Amyl and The Sniffers: Cartoon Darkness IDLES: TANGK English Teacher: This Could Be Texas St. Vincent: All Born Screaming Knocked Loose: You Won't Go Before You're Supposed To Tyler, The Creator: CHROMAKOPIA Clairo: Charm |
| 87 | Knocked Loose: You Won't Go Before You're Supposed To | 10 Chat Pile: Cool World Bring Me The Horizon: POST HUMAN: NeX GEn Chelsea Wolfe: She Reaches Out to She Reaches Out to She Blood Incantation: Absolute Elsewhere Lip Critic: Hex Dealer Touché Amoré: Spiral in a Straight Line Foxing: Foxing Zach Bryan: The Great American Bar Scene Magdalena Bay: Imaginal Disk The Cure: Songs of a Lost World |
| 88 | The Last Dinner Party: Prelude to Ecstasy | 10 English Teacher: This Could Be Texas St. Vincent: All Born Screaming Fontaines D.C.: Romance Adrianne Lenker: Bright Future The Cure: Songs of a Lost World Rachel Chinouriri: What A Devastating Turn of Events Vampire Weekend: Only God Was Above Us Amyl and The Sniffers: Cartoon Darkness Wunderhorse: Midas Laura Marling: Patterns in Repeat |
| 89 | Laura Marling: Patterns in Repeat | 10 The Last Dinner Party: Prelude to Ecstasy Vampire Weekend: Only God Was Above Us English Teacher: This Could Be Texas Kim Gordon: The Collective Los Campesinos!: All Hell Nadine Shah: Filthy Underneath Adrianne Lenker: Bright Future Magdalena Bay: Imaginal Disk SPRINTS: Letter To Self The Cure: Songs of a Lost World |
| 90 | The Lemon Twigs: A Dream Is All We Know | 2 Beth Gibbons: Lives Outgrown Kim Gordon: The Collective |
| 91 | Lime Garden: One More Thing | 2 English Teacher: This Could Be Texas The Last Dinner Party: Prelude to Ecstasy |
| 92 | Lip Critic: Hex Dealer | 3 Knocked Loose: You Won't Go Before You're Supposed To Mannequin Pussy: I Got Heaven Fontaines D.C.: Romance |
| 93 | Liquid Mike: Paul Bunyan's Slingshot | 2 Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks |
| 94 | LL COOL J: THE FORCE | 6 Mach-Hommy: #RICHAXXHAITIAN KA: The Thief Next to Jesus Kendrick Lamar: GNX Doechii: Alligator Bites Never Heal Mk.gee: Two Star & The Dream Police Tyler, The Creator: CHROMAKOPIA |
| 95 | Los Campesinos!: All Hell | 10 Laura Marling: Patterns in Repeat Arooj Aftab: Night Reign English Teacher: This Could Be Texas The Cure: Songs of a Lost World Nala Sinephro: Endlessness Nilüfer Yanya: My Method Actor Fontaines D.C.: Romance Magdalena Bay: Imaginal Disk Vampire Weekend: Only God Was Above Us Cindy Lee: Diamond Jubilee |
| 96 | Mabe Fratti: Sentir Que No Sabes | 10 Nala Sinephro: Endlessness Jlin: Akoma Cassandra Jenkins: My Light, My Destroyer Arooj Aftab: Night Reign MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch Kim Gordon: The Collective Nilüfer Yanya: My Method Actor Chat Pile: Cool World Cindy Lee: Diamond Jubilee |
| 97 | Mach-Hommy: #RICHAXXHAITIAN | 10 KA: The Thief Next to Jesus LL COOL J: THE FORCE Cindy Lee: Diamond Jubilee ScHoolboy Q: BLUE LIPS Doechii: Alligator Bites Never Heal Chat Pile: Cool World Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX Blood Incantation: Absolute Elsewhere Mk.gee: Two Star & The Dream Police |
| 98 | Magdalena Bay: Imaginal Disk | 10 Cindy Lee: Diamond Jubilee Mannequin Pussy: I Got Heaven Vampire Weekend: Only God Was Above Us Adrianne Lenker: Bright Future Waxahatchee: Tigers Blood MJ Lenderman: Manning Fireworks Vince Staples: Dark Times Kim Gordon: The Collective English Teacher: This Could Be Texas Chat Pile: Cool World |
| 99 | Maggie Rogers: Don't Forget Me | 10 Vince Staples: Dark Times A. G. Cook: Britpop Billie Eilish: HIT ME HARD AND SOFT Jack White: No Name ScHoolboy Q: BLUE LIPS Taylor Swift: THE TORTURED POETS DEPARTMENT Kendrick Lamar: GNX Clairo: Charm Ariana Grande: eternal sunshine Kali Uchis: ORQUÍDEAS |
| 100 | Mannequin Pussy: I Got Heaven | 10 MJ Lenderman: Manning Fireworks Waxahatchee: Tigers Blood The Cure: Songs of a Lost World Fontaines D.C.: Romance Blood Incantation: Absolute Elsewhere Magdalena Bay: Imaginal Disk Mount Eerie: Night Palace Jessica Pratt: Here in the Pitch Vampire Weekend: Only God Was Above Us Cindy Lee: Diamond Jubilee |
| 101 | The Marías: Submarine | 4 Clairo: Charm The Last Dinner Party: Prelude to Ecstasy Billie Eilish: HIT ME HARD AND SOFT Tyler, The Creator: CHROMAKOPIA |
| 102 | Mdou Moctar: Funeral for Justice | 10 MJ Lenderman: Manning Fireworks Jessica Pratt: Here in the Pitch MIKE & Tony Seltzer: Pinball Cindy Lee: Diamond Jubilee Arooj Aftab: Night Reign E L U C I D: REVELATOR Waxahatchee: Tigers Blood Jack White: No Name The Cure: Songs of a Lost World Kim Gordon: The Collective |
| 103 | Michael Kiwanuka: Small Changes | 3 Amyl and The Sniffers: Cartoon Darkness The Cure: Songs of a Lost World The Last Dinner Party: Prelude to Ecstasy |
| 104 | MIKE & Tony Seltzer: Pinball | 4 Mdou Moctar: Funeral for Justice Magdalena Bay: Imaginal Disk Cindy Lee: Diamond Jubilee The Cure: Songs of a Lost World |
| 105 | MJ Lenderman: Manning Fireworks | 10 Waxahatchee: Tigers Blood Jessica Pratt: Here in the Pitch Mannequin Pussy: I Got Heaven The Cure: Songs of a Lost World Father John Misty: Mahashmashana Cindy Lee: Diamond Jubilee Fontaines D.C.: Romance Mdou Moctar: Funeral for Justice Mk.gee: Two Star & The Dream Police Nilüfer Yanya: My Method Actor |
| 106 | Mk.gee: Two Star & The Dream Police | 10 MJ Lenderman: Manning Fireworks Clairo: Charm Tyler, The Creator: CHROMAKOPIA Doechii: Alligator Bites Never Heal Fontaines D.C.: Romance Cindy Lee: Diamond Jubilee Billie Eilish: HIT ME HARD AND SOFT Nilüfer Yanya: My Method Actor Waxahatchee: Tigers Blood Tems: Born in the Wild |
| 107 | Mount Eerie: Night Palace | 10 Kim Gordon: The Collective Hurray for the Riff Raff: The Past Is Still Alive Mannequin Pussy: I Got Heaven Bladee: Cold Visions Cindy Lee: Diamond Jubilee Chat Pile: Cool World KA: The Thief Next to Jesus Magdalena Bay: Imaginal Disk Arooj Aftab: Night Reign Floating Points: Cascade |
| 108 | Mustafa: Dunya | 10 Tyler, The Creator: CHROMAKOPIA Mk.gee: Two Star & The Dream Police ScHoolboy Q: BLUE LIPS Nilüfer Yanya: My Method Actor Kendrick Lamar: GNX Doechii: Alligator Bites Never Heal MJ Lenderman: Manning Fireworks Waxahatchee: Tigers Blood Fontaines D.C.: Romance The Cure: Songs of a Lost World |
| 109 | Nadine Shah: Filthy Underneath | 10 The Last Dinner Party: Prelude to Ecstasy Laura Marling: Patterns in Repeat Amyl and The Sniffers: Cartoon Darkness Kim Gordon: The Collective English Teacher: This Could Be Texas St. Vincent: All Born Screaming Adrianne Lenker: Bright Future Jessica Pratt: Here in the Pitch Waxahatchee: Tigers Blood Vampire Weekend: Only God Was Above Us |
| 110 | Nala Sinephro: Endlessness | 10 Mabe Fratti: Sentir Que No Sabes Kim Gordon: The Collective Arooj Aftab: Night Reign Cassandra Jenkins: My Light, My Destroyer Still House Plants: If I don't make it, I love u E L U C I D: REVELATOR Jlin: Akoma MJ Lenderman: Manning Fireworks Waxahatchee: Tigers Blood Chanel Beads: Your Day Will Come |
| 111 | Nia Archives: Silence Is Loud | 10 Kelly Lee Owens: Dreamstate Rachel Chinouriri: What A Devastating Turn of Events Tyla: TYLA The Last Dinner Party: Prelude to Ecstasy Amyl and The Sniffers: Cartoon Darkness SPRINTS: Letter To Self English Teacher: This Could Be Texas Doechii: Alligator Bites Never Heal Kali Uchis: ORQUÍDEAS Nala Sinephro: Endlessness |
| 112 | Nick Cave & The Bad Seeds: Wild God | 10 The Cure: Songs of a Lost World Fontaines D.C.: Romance St. Vincent: All Born Screaming Vampire Weekend: Only God Was Above Us Billie Eilish: HIT ME HARD AND SOFT The Last Dinner Party: Prelude to Ecstasy Adrianne Lenker: Bright Future Jamie xx: In Waves Kim Deal: Nobody Loves You More Jack White: No Name |
| 113 | Nilüfer Yanya: My Method Actor | 10 MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Waxahatchee: Tigers Blood Arooj Aftab: Night Reign Magdalena Bay: Imaginal Disk Cassandra Jenkins: My Light, My Destroyer Kim Gordon: The Collective Blood Incantation: Absolute Elsewhere Tyler, The Creator: CHROMAKOPIA Mannequin Pussy: I Got Heaven |
| 114 | Nubya Garcia: ODYSSEY | The Cure: Songs of a Lost World |
| 115 | NxWorries: WHY LAWD? | 8 Vince Staples: Dark Times ScHoolboy Q: BLUE LIPS Doechii: Alligator Bites Never Heal Tyler, The Creator: CHROMAKOPIA Vampire Weekend: Only God Was Above Us Beyoncé: COWBOY CARTER Kendrick Lamar: GNX Billie Eilish: HIT ME HARD AND SOFT |
| 116 | Opeth: The Last Will and Testament | Blood Incantation: Absolute Elsewhere |
| 117 | Pet Shop Boys: Nonetheless | 2 Waxahatchee: Tigers Blood The Cure: Songs of a Lost World |
| 118 | Rachel Chinouriri: What A Devastating Turn of Events | 10 The Last Dinner Party: Prelude to Ecstasy Nia Archives: Silence Is Loud Wunderhorse: Midas English Teacher: This Could Be Texas Billie Eilish: HIT ME HARD AND SOFT Amyl and The Sniffers: Cartoon Darkness SPRINTS: Letter To Self Fontaines D.C.: Romance The Cure: Songs of a Lost World Clairo: Charm |
| 119 | Ravyn Lenae: Bird's Eye | 2 Doechii: Alligator Bites Never Heal Mannequin Pussy: I Got Heaven |
| 120 | Rema: HEIS | 10 Tems: Born in the Wild Tyla: TYLA Mk.gee: Two Star & The Dream Police ScHoolboy Q: BLUE LIPS Sabrina Carpenter: Short n' Sweet Waxahatchee: Tigers Blood Beyoncé: COWBOY CARTER Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX MJ Lenderman: Manning Fireworks |
| 121 | Remi Wolf: Big Ideas | 10 St. Vincent: All Born Screaming A. G. Cook: Britpop Nilüfer Yanya: My Method Actor Sabrina Carpenter: Short n' Sweet Doechii: Alligator Bites Never Heal Magdalena Bay: Imaginal Disk Clairo: Charm Billie Eilish: HIT ME HARD AND SOFT Kali Uchis: ORQUÍDEAS Waxahatchee: Tigers Blood |
| 122 | Rosali: Bite Down | 4 Vampire Weekend: Only God Was Above Us Doechii: Alligator Bites Never Heal Billie Eilish: HIT ME HARD AND SOFT The Cure: Songs of a Lost World |
| 123 | Sabrina Carpenter: Short n' Sweet | 10 Billie Eilish: HIT ME HARD AND SOFT Beyoncé: COWBOY CARTER Doechii: Alligator Bites Never Heal Taylor Swift: THE TORTURED POETS DEPARTMENT Ariana Grande: eternal sunshine Kacey Musgraves: Deeper Well MJ Lenderman: Manning Fireworks Tyla: TYLA Kendrick Lamar: GNX Magdalena Bay: Imaginal Disk |
| 124 | ScHoolboy Q: BLUE LIPS | 10 Doechii: Alligator Bites Never Heal Tyler, The Creator: CHROMAKOPIA Vince Staples: Dark Times GloRilla: GLORIOUS Kendrick Lamar: GNX Kali Uchis: ORQUÍDEAS Future & Metro Boomin: WE DON'T TRUST YOU NxWorries: WHY LAWD? The Cure: Songs of a Lost World Beyoncé: COWBOY CARTER |
| 125 | Shabaka: Perceive Its Beauty, Acknowledge Its Grace | Kim Gordon: The Collective |
| 126 | The Smile: Wall of Eyes | 10 The Cure: Songs of a Lost World Fontaines D.C.: Romance The Last Dinner Party: Prelude to Ecstasy Amyl and The Sniffers: Cartoon Darkness English Teacher: This Could Be Texas Tyler, The Creator: CHROMAKOPIA Beth Gibbons: Lives Outgrown Nilüfer Yanya: My Method Actor St. Vincent: All Born Screaming Mannequin Pussy: I Got Heaven |
| 127 | SPRINTS: Letter To Self | 10 English Teacher: This Could Be Texas Amyl and The Sniffers: Cartoon Darkness IDLES: TANGK Wunderhorse: Midas The Last Dinner Party: Prelude to Ecstasy Kelly Lee Owens: Dreamstate Rachel Chinouriri: What A Devastating Turn of Events Nia Archives: Silence Is Loud Laura Marling: Patterns in Repeat Magdalena Bay: Imaginal Disk |
| 128 | St. Vincent: All Born Screaming | 10 The Last Dinner Party: Prelude to Ecstasy Billie Eilish: HIT ME HARD AND SOFT Dua Lipa: Radical Optimism The Cure: Songs of a Lost World Nick Cave & The Bad Seeds: Wild God Clairo: Charm Fontaines D.C.: Romance Vampire Weekend: Only God Was Above Us Adrianne Lenker: Bright Future Waxahatchee: Tigers Blood |
| 129 | Still House Plants: If I don't make it, I love u | 10 Nala Sinephro: Endlessness Kim Gordon: The Collective Kali Uchis: ORQUÍDEAS Arooj Aftab: Night Reign Vampire Weekend: Only God Was Above Us Laura Marling: Patterns in Repeat Nilüfer Yanya: My Method Actor Mannequin Pussy: I Got Heaven Adrianne Lenker: Bright Future Cindy Lee: Diamond Jubilee |
| 130 | Taylor Swift: THE TORTURED POETS DEPARTMENT | 10 Sabrina Carpenter: Short n' Sweet Billie Eilish: HIT ME HARD AND SOFT Beyoncé: COWBOY CARTER The Cure: Songs of a Lost World Maggie Rogers: Don't Forget Me The Last Dinner Party: Prelude to Ecstasy Kacey Musgraves: Deeper Well Vampire Weekend: Only God Was Above Us Ariana Grande: eternal sunshine Rachel Chinouriri: What A Devastating Turn of Events |
| 131 | Tems: Born in the Wild | 10 Rema: HEIS Tyla: TYLA Mk.gee: Two Star & The Dream Police Beyoncé: COWBOY CARTER Sabrina Carpenter: Short n' Sweet Clairo: Charm Billie Eilish: HIT ME HARD AND SOFT Doechii: Alligator Bites Never Heal Tyler, The Creator: CHROMAKOPIA Kendrick Lamar: GNX |
| 132 | This Is Lorelei: Box For Buddy, Box For Star | 10 Wild Pink: Dulling The Horns Being Dead: EELS Mannequin Pussy: I Got Heaven Waxahatchee: Tigers Blood Vampire Weekend: Only God Was Above Us Cindy Lee: Diamond Jubilee MJ Lenderman: Manning Fireworks Nilüfer Yanya: My Method Actor Blood Incantation: Absolute Elsewhere Magdalena Bay: Imaginal Disk |
| 133 | Thou: Umbilical | 4 Chelsea Wolfe: She Reaches Out to She Reaches Out to She Blood Incantation: Absolute Elsewhere ScHoolboy Q: BLUE LIPS The Cure: Songs of a Lost World |
| 134 | Tierra Whack: WORLD WIDE WHACK | 4 Doechii: Alligator Bites Never Heal Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER Billie Eilish: HIT ME HARD AND SOFT |
| 135 | Touché Amoré: Spiral in a Straight Line | 10 Chat Pile: Cool World Knocked Loose: You Won't Go Before You're Supposed To Chelsea Wolfe: She Reaches Out to She Reaches Out to She The Cure: Songs of a Lost World Blood Incantation: Absolute Elsewhere Mannequin Pussy: I Got Heaven Beth Gibbons: Lives Outgrown Tyler, The Creator: CHROMAKOPIA Fontaines D.C.: Romance Waxahatchee: Tigers Blood |
| 136 | Tyla: TYLA | 10 Rema: HEIS Tems: Born in the Wild Sabrina Carpenter: Short n' Sweet Kali Uchis: ORQUÍDEAS Fabiana Palladino: Fabiana Palladino Nia Archives: Silence Is Loud Doechii: Alligator Bites Never Heal GloRilla: GLORIOUS ScHoolboy Q: BLUE LIPS Kelly Lee Owens: Dreamstate |
| 137 | Tyler, The Creator: CHROMAKOPIA | 10 ScHoolboy Q: BLUE LIPS Fontaines D.C.: Romance The Cure: Songs of a Lost World Mk.gee: Two Star & The Dream Police Doechii: Alligator Bites Never Heal Waxahatchee: Tigers Blood Adrianne Lenker: Bright Future Cindy Lee: Diamond Jubilee Kendrick Lamar: GNX Jack White: No Name |
| 138 | Vampire Weekend: Only God Was Above Us | 10 Adrianne Lenker: Bright Future The Cure: Songs of a Lost World Fontaines D.C.: Romance The Last Dinner Party: Prelude to Ecstasy Jack White: No Name Magdalena Bay: Imaginal Disk Father John Misty: Mahashmashana Billie Eilish: HIT ME HARD AND SOFT MJ Lenderman: Manning Fireworks Laura Marling: Patterns in Repeat |
| 139 | Vince Staples: Dark Times | 10 ScHoolboy Q: BLUE LIPS Magdalena Bay: Imaginal Disk Common & Pete Rock: The Auditorium Vol. 1 Future & Metro Boomin: WE DON'T TRUST YOU NxWorries: WHY LAWD? Maggie Rogers: Don't Forget Me Kendrick Lamar: GNX Doechii: Alligator Bites Never Heal Jack White: No Name Beyoncé: COWBOY CARTER |
| 140 | Waxahatchee: Tigers Blood | 10 MJ Lenderman: Manning Fireworks The Cure: Songs of a Lost World Mannequin Pussy: I Got Heaven Kim Gordon: The Collective Jessica Pratt: Here in the Pitch Magdalena Bay: Imaginal Disk Adrianne Lenker: Bright Future Cindy Lee: Diamond Jubilee Fontaines D.C.: Romance Vampire Weekend: Only God Was Above Us |
| 141 | Wild Pink: Dulling The Horns | 8 This Is Lorelei: Box For Buddy, Box For Star Father John Misty: Mahashmashana Magdalena Bay: Imaginal Disk Vampire Weekend: Only God Was Above Us MJ Lenderman: Manning Fireworks Mannequin Pussy: I Got Heaven Waxahatchee: Tigers Blood Fontaines D.C.: Romance |
| 142 | Wishy: Triple Seven | 3 Mannequin Pussy: I Got Heaven Fontaines D.C.: Romance MJ Lenderman: Manning Fireworks |
| 143 | Wunderhorse: Midas | 8 The Last Dinner Party: Prelude to Ecstasy English Teacher: This Could Be Texas Rachel Chinouriri: What A Devastating Turn of Events Amyl and The Sniffers: Cartoon Darkness SPRINTS: Letter To Self Fontaines D.C.: Romance The Cure: Songs of a Lost World Billie Eilish: HIT ME HARD AND SOFT |
| 144 | Yard Act: Where's My Utopia? | 8 The Last Dinner Party: Prelude to Ecstasy Jamie xx: In Waves Beth Gibbons: Lives Outgrown Fontaines D.C.: Romance Vampire Weekend: Only God Was Above Us The Cure: Songs of a Lost World Adrianne Lenker: Bright Future MJ Lenderman: Manning Fireworks |
| 145 | Yasmin Williams: Acadia | 2 ScHoolboy Q: BLUE LIPS Vampire Weekend: Only God Was Above Us |
| 146 | Zach Bryan: The Great American Bar Scene | 6 Knocked Loose: You Won't Go Before You're Supposed To Kendrick Lamar: GNX Billie Eilish: HIT ME HARD AND SOFT The Cure: Songs of a Lost World Sabrina Carpenter: Short n' Sweet Beyoncé: COWBOY CARTER |
That's interesting to me. What's interesting to you?
[PS: Oh, here, I put this dataset up in raw interactive form, so you can play with it yourself if you want.]