diff --git a/data/captures/artists-wikidata.csv b/data/captures/artists-wikidata.csv
index ec84b2b..ae0a9d4 100644
--- a/data/captures/artists-wikidata.csv
+++ b/data/captures/artists-wikidata.csv
@@ -1,470 +1,470 @@
 name,qid,gender,type,genre,country,note
-Justin Bieber,Q34086,male,solo,pop music; contemporary R&B; tropical house; reggaeton; contemporary country,Canada,Canadian singer-songwriter (born 1994)
-Drake,Q33240,male,solo,hip-hop; contemporary R&B; pop music; trap music,Canada,Canadian-American rapper and singer
-Wizkid,Q16233663,male,solo,Afrobeats; dancehall; rhythm and blues,Nigeria,Nigerian singer and songwriter (born 1990)
-Kyla,Q25190133,female,solo,UK funky,United Kingdom,British singer
-Rihanna,Q36844,female,solo,pop music; dancehall; contemporary R&B; electronic dance music; adult contemporary music,Barbados,Barbadian singer (born 1988)
-twenty one pilots,Q7857806,,group,reggae; alternative rock; electropop; alternative hip-hop; rap rock; indie pop; pop rock,United States,American musical duo
-Desiigner,Q23091498,male,solo,hip-hop; East Coast hip-hop; trap music; mumble rap; hardcore hip-hop,United States,American rapper and singer (born 1997)
-Adele,Q23215,female,solo,pop music; blue-eyed soul; rhythm and blues; soul; jazz; rock music,United Kingdom,English singer-songwriter (born 1988)
-The Chainsmokers,Q7721993,,group,electronic dance music,United States,American electronic music duo
-Daya,Q21005558,female,solo,pop music,United States,American singer
-Justin Timberlake,Q43432,male,solo,pop music; contemporary R&B,United States,American singer and actor (born 1981)
-Halsey,Q18534249,female,solo,pop music; electropop; synth-pop; art pop; alternative pop; alternative rock; alternative R&B; indie pop; contemporary R&B,United States,American singer-songwriter (born 1994)
-Sia,Q181484,female,solo,electropop; indie pop,Australia,Australian singer and songwriter (born 1975)
-Sean Paul,Q200577,male,solo,dancehall; pop music,Jamaica,Jamaican dancehall singer and rapper (born 1973)
-Lukas Graham,Q300935,,group,soul; pop music; pop rock; funk,Denmark,Danish band
-Flo Rida,Q213538,male,solo,hip-hop; pop music; dance music; electronic dance music; Southern hip-hop; contemporary R&B; house music; electro hop; electro house; electropop; electro; EDM trap music; trap music; bass music; crunk; pop rap; dirty south; dance-pop; hip house; Miami bass; electronic music; techno; trance,United States,American rapper and singer (born 1979)
-Mike Posner,Q268284,male,solo,pop music,United States,American musician
-Fifth Harmony,Q3087893,,group,pop music,United States,American girl group
-Ty Dolla $ign,Q7859785,male,solo,contemporary R&B; West Coast hip-hop; trap music; hip-hop,United States,American singer and rapper (born 1982)
-Calvin Harris,Q81637,male,solo,electronic dance music; electronic pop; acid house,United Kingdom,Scottish electronic music producer and DJ (born 1984)
-DNCE,Q21648421,,group,pop rock,United States,American pop band
-G-Eazy,Q5511893,male,solo,hip-hop,United States,American rapper
-Bebe Rexha,Q16185856,female,solo,pop music; contemporary R&B,United States,American singer
-Zayn,Q3626950,male,solo,pop music; contemporary R&B; dance-pop; alternative R&B,United Kingdom,English singer
-Shawn Mendes,Q17198340,male,solo,folk-pop; pop music; pop rock,Canada,Canadian singer
-Major Lazer,Q2604214,,group,dancehall; moombahton; reggae fusion; trap music; electronic dance music; hip-hop; electro house; rocksteady,United States,Jamaican-American electronic music band
-MØ,Q10670047,female,solo,indie pop; electronic music,Kingdom of Denmark,Danish singer and songwriter
-Rozes,Q22955580,female,solo,pop music; dance music; electronic dance music,United States,American singer
-Future,Q3445057,male,solo,Southern hip-hop; trap music; mumble rap; contemporary R&B,United States,American rapper (born 1983)
-The Weeknd,Q2121062,male,solo,alternative R&B; pop music; electropop,Canada,Canadian singer and songwriter (born 1990)
-P!nk,Q160009,female,solo,pop music; pop rock; contemporary R&B,United States,"American singer, songwriter, and actress (born 1979)"
-D.R.A.M.,Q25138504,male,solo,Southern hip-hop; contemporary R&B; trap music,United States,American rapper and singer (born 1988)
-Lil Yachty,Q23772141,male,solo,hip-hop; trap music; pop rap; mumble rap; cloud rap; Southern hip-hop,United States,American rapper and singer
-Bryson Tiller,Q21066641,male,solo,contemporary R&B; hip-hop; trap music; soul,United States,American singer and rapper (born 1993)
-Ariana Grande,Q151892,female,solo,pop music; contemporary R&B; electronic dance music,United States,"American singer, songwriter, and actress (born 1993)"
-gnash,Q23978226,male,solo,pop music; hip-hop; alternative R&B; indie folk,United States,American musician
-Olivia O'Brien,Q23978275,female,solo,dance-pop; pop music,United States,American singer
-Alessia Cara,Q20090091,female,solo,contemporary R&B; indie pop; pop music; soul; alternative R&B,Italy,"Italian-Canadian singer, songwriter and actress"
-Selena Gomez,Q83287,female,solo,pop music; dance-pop; electropop; pop rock; contemporary R&B; alternative R&B,United States,American singer and actress (born 1992)
-Meghan Trainor,Q17403494,female,solo,pop music; contemporary R&B; dance-pop; soul; doo-wop,United States,American singer-songwriter (born 1993)
-John Legend,Q44857,male,solo,soul; pop music; contemporary R&B,United States,American singer-songwriter
-Charlie Puth,Q19810390,male,solo,pop music; contemporary R&B,United States,"American singer, songwriter, and record producer"
-James Bay,Q17811637,male,solo,rock music; pop music; soul; Americana,United Kingdom,British singer-songwriter
-Zara Larsson,Q4177928,female,solo,dance-pop; pop music; electropop,Sweden,Swedish singer and songwriter (born 1997)
-MNEK,Q6716905,male,solo,pop music,United Kingdom,British singer
-DJ Snake,Q16728588,male,solo,electronic dance music; EDM trap music,France,French record producer (born 1986)
-Kent Jones,Q25190082,male,solo,pop rap; contemporary R&B; pop music,United States,American singer and rapper (born 1993)
-Florida Georgia Line,Q3644642,,group,country music,United States,American country music duo
-Kiiara,Q23042767,female,solo,pop music; electropop; alternative R&B; experimental pop,United States,American singer and songwriter
-Fetty Wap,Q19361511,male,solo,hip-hop; trap music; pop rap,United States,American rapper and singer (born 1991)
-Remy Boyz,Q63405888,,group,hip-hop,United States,musical group
-Jeremih,Q472891,male,solo,contemporary R&B,United States,American R&B singer (born 1987)
-Kevin Gates,Q6396353,male,solo,hip-hop; gangsta rap; hardcore hip-hop; dirty south; Southern hip-hop,United States,American rapper
-Daft Punk,Q185828,,group,house music; electronic music; French house; synth-pop; electronic rock; electronica; nu-disco; dance music; leftfield house,France,French electronic music band
-DJ Khaled,Q80805,male,solo,hip-hop; pop rap,United States,American DJ and rapper (born 1975)
-Flume,Q4038837,male,solo,electronica; trip hop; future bass,Australia,Australian music producer
-Kai,Q6347342,female,solo,pop music,Canada,Canadian singer and songwriter
-Elle King,Q5364665,female,solo,country music; Americana; blues rock; alternative country,United States,"American singer, songwriter, and actress"
-Thomas Rhett,Q7793491,male,solo,country music,United States,American country singer
-Post Malone,Q21621919,male,solo,hip-hop; pop music; country music,United States,American musician (born 1995)
-Nick Jonas,Q201656,male,solo,pop music; rock music; contemporary R&B,United States,"American singer, actor and musician"
-Tove Lo,Q15948790,female,solo,pop music; indie pop; synth-pop; electropop,Sweden,Swedish singer
-X Ambassadors,Q15963313,,group,alternative rock,United States,"American rock band from Ithaca, New York"
-Lil Wayne,Q15615,male,solo,Southern hip-hop; bounce music; gangsta rap; trap music; pop rap; dirty south; hardcore hip-hop,United States,American rapper and singer
-Wiz Khalifa,Q117139,male,solo,East Coast hip-hop; pop rap,United States,"American rapper, singer and actor (born 1987)"
-Imagine Dragons,Q391348,,group,pop rock; electropop; alternative rock; new wave,United States,American pop rock band
-Logic,Q6667429,male,solo,hip-hop; pop rap; conscious hip-hop; East Coast hip-hop,United States,American rapper from Maryland
-Yo Gotti,Q586919,male,solo,Southern hip-hop; trap music; dirty south; hardcore hip-hop; gangsta rap; Memphis rap,United States,American rapper
-Nicki Minaj,Q162202,female,solo,hip-hop; pop music; contemporary R&B; trap music; dance music,Trinidad and Tobago,Trinidadian rapper (born 1982)
-Tory Lanez,Q18353558,male,solo,hip-hop; contemporary R&B,Canada,Canadian rapper and singer (born 1992)
-Beyoncé,Q36153,female,solo,pop music; contemporary R&B; country music,United States,"American singer, songwriter, record producer, and dancer (born 1981)"
-Coldplay,Q45188,,group,alternative rock; pop music,United Kingdom,British rock band
-Travis Scott,Q13605596,male,solo,hip-hop; trap music; pop rap; psychedelic rap; rock music; Southern hip-hop; contemporary R&B; psychedelic music; pop rock; alternative rock; alternative hip-hop; alternative R&B; psychedelic rock; psychedelic hip-hop,United States,"American rapper, singer and record producer"
-Ruth B,Q22056665,female,solo,pop music,Canada,Canadian singer-songwriter
-Taylor Swift,Q26876,female,solo,pop music; country music,United States,American singer-songwriter (born 1989)
-Bipolar Sunshine,Q16727521,male,solo,pop music,United Kingdom,British musician
-Ellie Goulding,Q31164,female,solo,synth-pop; electropop; indie pop; folktronica; alternative rock; alternative music; dream pop; indietronica,United Kingdom,English singer and songwriter (born 1986)
-Jay Z,Q62766,male,solo,East Coast hip-hop; mafioso rap; gangsta rap; hardcore hip-hop,United States,"American rapper, record producer, and entrepreneur"
-Kanye West,Q15935,male,solo,hip-hop; pop music; electro; soul; gospel music; progressive rap; art pop; pop rap; hip-hop soul; chipmunk soul; contemporary R&B,United States,American rapper and record producer
-Camila Cabello,Q18810940,female,solo,pop music; contemporary R&B; Latin pop; Gothic pop,Cuba,Cuban-Mexican-American singer
-Fat Joe,Q309888,male,solo,East Coast hip-hop; gangsta rap; hardcore hip-hop; boom bap; mafioso rap,United States,American rapper
-Remy Ma,Q275437,female,solo,East Coast hip-hop,United States,American rapper
-French Montana,Q1455261,male,solo,East Coast hip-hop; gangsta rap; hardcore hip-hop,Morocco,Moroccan and American rapper
-Infared,Q140814135,male,solo,hip-hop,,hip-hop songwriter and rapper featured on the 2016 single All the Way Up
-Silentó,Q20354248,male,solo,hip-hop; pop rap; trap music; comedy hip-hop; snap music; pop music,United States,American rapper and singer (born 1998)
-Chris Brown,Q155700,male,solo,contemporary R&B; pop music; hip-hop,United States,American singer and rapper (born 1989)
-Usher,Q165911,male,solo,contemporary R&B; pop music; soul; hip-hop; dance music; dance-pop; crunk,United States,American R&B singer (born 1978)
-Young Thug,Q15637814,male,solo,Southern hip-hop; trap music; mumble rap; progressive rap; SoundCloud rap,United States,American rapper and singer
-O.T. Genasis,Q18623749,male,solo,hip-hop; trap music,United States,American rapper
-Young Dolph,Q23541285,male,solo,Southern hip-hop; gangsta rap; trap music; Memphis rap; dirty south; hardcore hip-hop,United States,American rapper (1985–2021)
-Hailee Steinfeld,Q231726,female,solo,pop music; dance-pop,United States,American actress and singer-songwriter (born 1996)
-Grey,Q28451953,,group,electronic music; pop music; future bass,United States,American electronic music group consisting of brothers Kyle and Michael Trewartha
-Zedd,Q21088,male,solo,electronic dance music; house music; electro house,Russia,German electronic music producer (born 1989)
-Tim McGraw,Q356487,male,solo,country music,United States,American country singer and actor (born 1967)
-One Direction,Q146027,,group,dance-pop; teen pop; pop rock,United Kingdom,English-Irish musical group; boy band
-Ed Sheeran,Q47447,male,solo,pop music; folk music; hip-hop; dance music; soul; rock music,United Kingdom,English singer-songwriter and guitarist (born 1991)
-Luis Fonsi,Q1387726,male,solo,pop music; Latin pop; ballad; reggaeton,United States,Puerto Rican singer
-Daddy Yankee,Q272591,male,solo,reggaeton; Latin hip-hop,United States,Puerto Rican rapper and actor (born 1976)
-Bruno Mars,Q1450,male,solo,pop music; contemporary R&B; hip-hop; new wave; reggae; funk,United States,American singer-songwriter and record producer (born 1985)
-Kendrick Lamar,Q130798,male,solo,West Coast hip-hop; progressive rap; alternative hip-hop; jazz rap; conscious hip-hop; gangsta rap; hardcore hip-hop; jazz; pop music,United States,American rapper (born 1987)
-Migos,Q15777045,,group,Southern hip-hop; trap music; mumble rap,United States,American hip hop group
-Lil Uzi Vert,Q23771950,non-binary,solo,hip-hop; emo rap; trap music; SoundCloud rap; punk rap; psychedelic rap; rage; cloud rap; psychedelic hip-hop; East Coast hip-hop,United States,American rapper
-Sam Hunt,Q16223171,male,solo,country music,United States,American singer and songwriter
-Quavo,Q30072039,male,solo,hip-hop; trap music,United States,American rapper
-James Arthur,Q717626,male,solo,pop music,United Kingdom,British singer (born 1988)
-Chance the Rapper,Q12470060,male,solo,hip-hop; alternative hip-hop; contemporary R&B; conscious hip-hop; alternative R&B; gospel music,United States,"American rapper, singer and record producer (born 1993)"
-Swae Lee,Q30103025,male,solo,hip-hop; trap music,United States,American rapper and singer-songwriter (born 1993)
-Rae Sremmurd,Q18123226,,group,hip-hop; trap music; pop music; pop rap,United States,American hip hop duo
-Gucci Mane,Q206032,male,solo,Southern hip-hop; trap music; gangsta rap; hardcore hip-hop; dirty south; Atlanta hip-hop; dirty rap,United States,American rapper and music executive (born 1980)
-Khalid,Q28816483,male,solo,contemporary R&B,United States,American singer (born 1998)
-Cardi B,Q29033668,female,solo,hip-hop; pop music; pop rap,United States,American rapper (born 1992)
-Childish Gambino,Q1239933,male,solo,hip-hop; funk; contemporary R&B; soul; psychedelic music; indie pop; comedy hip-hop,United States,"American actor, comedian, musician, and filmmaker (born 1983)"
-Kygo,Q16845512,male,solo,tropical house; deep house; downtempo; progressive house; house music; electronic dance music,Norway,Norwegian DJ and music producer
-KYLE,Q28606665,male,solo,West Coast hip-hop; pop rap,United States,American rapper and singer
-Julia Michaels,Q20051697,female,solo,pop music; electronic dance music,United States,American singer and songwriter (born 1993)
-Niall Horan,Q775231,male,solo,pop music; pop rock; folk-pop,Ireland,Irish singer-songwriter
-Big Sean,Q367634,male,solo,hip-hop; Midwest hip-hop; Michigan rap; pop rap,United States,American rapper (born 1988)
-Liam Payne,Q2756349,male,solo,pop music; contemporary R&B,United Kingdom,English singer and songwriter (1993–2024)
-Maroon 5,Q182223,,group,alternative rock; funk rock; pop rock; pop music,United States,American pop rock band
-Machine Gun Kelly,Q1354843,male,solo,hip-hop; pop rap; rap rock; pop-punk; alternative rock; alternative hip-hop,United States,American musician (born 1990)
-Clean Bandit,Q11838808,,group,electropop,United Kingdom,English electronic music group
-Anne-Marie,Q25396976,female,solo,pop music; contemporary R&B,United Kingdom,British singer (born 1990)
-Portugal. The Man,Q606879,,group,pop music; indie rock,United States,American rock band
-Demi Lovato,Q41173,genderfluid,solo,pop rock; pop music; contemporary R&B; power pop; dance-pop; teen pop; electropop; soul; pop-punk; nu metal,United States,"American singer, songwriter, and actress (born 1992)"
-21 Savage,Q25095399,male,solo,hip-hop; trap music,United Kingdom,British-born rapper (born 1992)
-J Balvin,Q966845,male,solo,reggaeton; Latin pop; Latin trap,Colombia,Colombian singer
-Willy William,Q17016749,male,solo,house music; reggaeton; zouk,France,"French DJ, record producer, and singer (born 1981)"
-Kodak Black,Q22005867,male,solo,hip-hop; trap music; SoundCloud rap; gangsta rap; Southern hip-hop; mumble rap,United States,American rapper (born. 1997)
-Brett Young,Q25189679,male,solo,country music,United States,American country musician
-Aminé,Q27830860,male,solo,West Coast hip-hop; alternative hip-hop; trap music; contemporary R&B,United States,"American rapper, singer, and songwriter"
-Ayo,Q55860029,male,solo,hip-hop,United States,American singer and dancer
-Teo,Q55860035,male,solo,hip-hop,United States,American singer and dancer
-Zay Hilfigerrr,Q55859289,male,solo,hip-hop,United States,American rapper
-Zayion McCall,Q55859293,male,solo,hip-hop,United States,
-Kesha,Q33605,female,solo,electropop; dance-pop; synth-pop; pop rock; pop rap; rock music; dance music; country music,United States,American singer and songwriter (born 1987)
-Frank Ocean,Q357645,male,solo,alternative R&B; psychedelic soul; progressive soul; contemporary R&B; pop music; soul; hip-hop; avant-pop,United States,"American singer, songwriter, and rapper"
-Kane Brown,Q21620939,male,solo,country music,United States,American country music singer
-Lauren Alaina,Q271796,female,solo,country music; folk music,United States,American singer & songwriter (born 1994)
-Katy Perry,Q42493,female,solo,pop music; rock music; pop rock; dance music; synth-pop; electropop; gospel music,United States,American singer
-Skip Marley,Q21621948,male,solo,reggae; pop music; hip-hop; rock music,Jamaica,Jamaican singer and songwriter
-Pharrell Williams,Q14313,male,solo,contemporary R&B; hip-hop; pop music; funk; rock music; pop rap,United States,American record producer and songwriter
-Jon Bellion,Q18044284,male,solo,pop music; contemporary R&B; hip-hop; indie rock; pop rap; alternative hip-hop; indie pop; alternative rock; dance-pop; soul,United States,"American singer, rapper, songwriter, and record producer"
-Luke Combs,Q23884740,male,solo,country music,United States,American country singer
-Sam Smith,Q15123969,non-binary,solo,soul; contemporary R&B; pop music; rhythm and blues,United Kingdom,British singer-songwriter
-Playboi Carti,Q27671080,male,solo,Southern hip-hop; trap music; mumble rap; cloud rap; rage; punk rap; alternative hip-hop; plugg music; lo-fi music; SoundCloud rap,United States,American rapper
-SZA,Q16210722,female,solo,contemporary R&B; alternative R&B; neo soul; pop music; hip-hop,United States,American singer
-A Boogie wit da Hoodie,Q27927826,male,solo,hip-hop; trap music,United States,American rapper (born 1995)
-Jason Derulo,Q243639,male,solo,pop music; rhythm and blues; contemporary R&B; hip-hop,United States,American singer-songwriter
-Harry Styles,Q3626966,male,solo,soft rock; pop music; rock music; Britpop; traditional folk music,United Kingdom,"English singer, songwriter and actor"
-Miley Cyrus,Q4235,genderfluid,solo,pop music; country music; pop rock; dance-pop; electropop; rock music; hip-hop; teen pop; country pop,United States,"American singer, actress, and television personality (born 1992)"
-Marian Hill,Q20858093,,group,electronic music,United States,American musical duo
-Cheat Codes,Q23978754,,group,electronic music; electronic dance music; tropical house; dancehall,United States,electronic music DJ trio
-Dustin Lynch,Q5317118,male,solo,country music,United States,American singer
-YFN Lucci,Q28000403,male,solo,hip-hop,United States,American rapper (born 1991)
-PnB Rock,Q28155029,male,solo,hip-hop; contemporary R&B; trap music; pop music; pop rap,United States,American rapper (1991–2022)
-blackbear,Q22974007,male,solo,pop music; emo; contemporary R&B; hip-hop,United States,"American singer, songwriter, and record producer (born 1990)"
-XXXTENTACION,Q28561969,male,solo,hip-hop; emo rap; SoundCloud rap; rap rock; lo-fi music; hardcore hip-hop; alternative rock; lofi hip-hop; indie rock; nu metal; cloud rap; trap music; hardcore punk; trap metal; punk rock; rock music; rap metal; alternative R&B; contemporary R&B; punk rap; heavy metal music,United States,American rapper (1998–2018)
-Keith Urban,Q315547,male,solo,country music,Australia,Australian-American musician
-Carrie Underwood,Q215546,female,solo,pop music; country music; country pop; country rock,United States,American singer and actor (born 1983)
-Bad Bunny,Q44333953,male,solo,Latin trap; reggaeton,Puerto Rico,"Puerto Rican rapper, singer, and record producer (born 1994)"
-Maren Morris,Q21622122,female,solo,country music; country pop; folk rock; folk music,United States,American country singer
-Juice WRLD,Q52151598,male,solo,hip-hop; emo rap; alternative rock; trap music; pop rap; SoundCloud rap; contemporary R&B; alternative hip-hop; mumble rap,United States,American rapper and singer (1998–2019)
-Ella Mai,Q29033458,female,solo,contemporary R&B,United Kingdom,British singer
-Dua Lipa,Q21914464,female,solo,pop music; post-disco; house music; funktronica; indie pop; dream pop; synth-pop,United Kingdom,British singer-songwriter (born 1995)
-Normani,Q28148022,female,solo,pop music; contemporary R&B,United States,American singer and dancer
-Bazzi,Q48720231,male,solo,pop music,United States,American-born Lebanese singer-songwriter (born 1997)
-BlocBoy JB,Q49481016,male,solo,hip-hop; trap music,United States,American rapper from Tennessee
-Lil Baby,Q50527563,male,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper (born 1994)
-Marshmello,Q26334949,male,solo,electronic dance music,United States,American DJ and electronic music producer (born 1992)
-Tyga,Q358087,male,solo,West Coast hip-hop; pop rap,United States,American rapper
-Offset,Q30612480,male,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper
-NF,Q19571648,male,solo,hip-hop,United States,American rapper from Michigan
-A$AP Rocky,Q129910,male,solo,East Coast hip-hop; psychedelic rap; experimental hip-hop; alternative hip-hop; cloud rap; trap music,United States,American rapper (born 1988)
-6ix9ine,Q44479972,male,solo,hip-hop; East Coast hip-hop; gangsta rap; trap metal; hardcore hip-hop; SoundCloud rap; punk rap; drill; trap music; urbano music; reggaeton; Brooklyn drill,United States,American rapper from New York (born 1996)
-Murda Beatz,Q27970613,male,solo,hip-hop,Canada,Canadian record producer (born 1994)
-Dan Smyers,Q57630595,male,solo,country music,United States,songwriter and member of the duo Dan + Shay
-Shay Mooney,Q116536996,male,solo,country music,United States,"American musician and songwriter, part of Dan + Shay"
-Lauv,Q30122224,male,solo,electronic music; pop music,United States,American musician
-5 Seconds of Summer,Q4641147,,group,pop rock; pop-punk,Australia,Australian pop rock band
-Metro Boomin,Q16235273,male,solo,hip-hop; trap music,United States,American record producer (born 1993)
-Lil Pump,Q38002101,male,solo,hip-hop; trap music; SoundCloud rap; punk rap; Southern hip-hop,United States,American rapper
-Zacari,Q68593407,male,solo,contemporary R&B; hip-hop; alternative hip-hop; alternative R&B,United States,"American singer, songwriter, and multi-instrumentalist (born 1994)"
-Lil Dicky,Q16876006,male,solo,hip-hop; pop rap; comedy hip-hop,United States,American rapper and comedian (born 1988)
-Rich The Kid,Q18637908,male,solo,hip-hop; trap music; mumble rap; plugg music; Southern hip-hop,United States,American rapper
-YG,Q3076050,male,solo,West Coast hip-hop; gangsta rap; dirty rap; hardcore hip-hop,United States,American rapper and actor
+070 Shake,Q54861040,female,solo,hip-hop; cloud rap; alternative hip-hop,United States,American rapper and singer
 2 Chainz,Q129668,male,solo,Southern hip-hop; trap music; gangsta rap; dirty south; Atlanta hip-hop; hardcore hip-hop,United States,American rapper
-MAX,Q1190160,male,solo,pop music,United States,American singer
-Jason Aldean,Q195439,male,solo,country music,United States,American country singer
-A$AP Ferg,Q15648254,male,solo,East Coast hip-hop; trap music,United States,American rapper (born 1988)
-Miguel,Q73463,male,solo,contemporary R&B; alternative R&B; hip-hop; pop music; soul,United States,American R&B singer
-benny blanco,Q818048,male,solo,pop music,United States,American pop music producer (born 1988)
-Jay Rock,Q152632,male,solo,West Coast hip-hop,United States,American rapper (born 1985)
-James Blake,Q350362,male,solo,pop music; electronica; post-dubstep; electronic dance music,United Kingdom,English singer-songwriter (born 1988)
-Bastille,Q689,,group,synth-pop,United Kingdom,English indie pop band
-Casper Mágico,Q60333702,male,solo,Latin trap; reggaeton,United States,Puerto Rican rapper
-Nio García,Q107358694,male,solo,Latin trap; reggaeton,United States,Puerto Rican singer
-Darell,Q56467651,male,solo,reggaeton; Latin trap,United States,Puerto Rican rapper and singer
-Nicky Jam,Q1374560,male,solo,reggaeton; Latin trap,United States,American singer
-Ozuna,Q28739901,male,solo,reggaeton; Latin trap; Latin pop; dancehall,United States,Puerto Rican singer
-N*E*R*D,Q941293,,group,funk rock; bossa nova; orchestral pop; hip-hop; skate punk,United States,American rock and hip-hop band
-Chris Stapleton,Q5108148,male,solo,country music,United States,American country musician
-Kenny Chesney,Q467526,male,solo,country music,United States,American country musician
-YoungBoy Never Broke Again,Q36490532,male,solo,hip-hop; Southern hip-hop; gangsta rap; trap music,United States,American rapper (born 1999)
-Juicy J,Q602779,male,solo,Southern hip-hop; gangsta rap; trap music; dirty rap; Memphis rap; dirty south; horrorcore; hardcore hip-hop; crunk,United States,American record producer and rapper (born 1975)
-Lil Nas X,Q62591281,male,solo,hip-hop; pop rap; country rap; trap music; pop music; rock music; pop rock; country music; Southern hip-hop,United States,"American rapper, singer and songwriter (born 1999)"
-Billy Ray Cyrus,Q231259,male,solo,country music; country pop; country rock; country blues,United States,American country singer and actor
-Billie Eilish,Q29564107,female,solo,electropop; indie pop; alternative pop,United States,American singer-songwriter (born 2001)
-Jonas Brothers,Q134233,,group,pop music; pop rock,United States,American pop rock band
-Panic! At The Disco,Q277551,,group,pop rock; synth-pop; pop-punk; baroque pop; emo pop; alternative rock,United States,American musical group; rock solo project band
-Lizzo,Q16232225,female,solo,hip-hop; soul; contemporary R&B; gospel music,United States,American singer and rapper (born 1988)
-Meek Mill,Q1897911,male,solo,East Coast hip-hop; hardcore hip-hop; gangsta rap; trap music; hip-hop,United States,American rapper
-Lady Gaga,Q19848,female,solo,electropop; dance-pop; electronic dance music; art pop; pop music; synth-pop,United States,"American singer, songwriter, and actress (born 1986)"
-Bradley Cooper,Q205707,male,solo,,United States,American actor (born 1975)
-Ava Max,Q56755505,female,solo,dance-pop,United States,American singer and songwriter (born 1994)
-DaBaby,Q62107457,male,solo,hip-hop; trap music; pop rap; Southern hip-hop,United States,American rapper (born 1991)
-J. Cole,Q204018,male,solo,hip-hop; Southern hip-hop; pop rap; East Coast hip-hop; conscious hip-hop,United States,American rapper and record producer (born 1985)
-Gunna,Q55613105,male,solo,hip-hop; trap music; Southern hip-hop; contemporary R&B,United States,American rapper (born 1993)
-Lewis Capaldi,Q42315001,male,solo,blue-eyed soul; pop music; pop rock; alternative rock; soft rock,United Kingdom,Scottish singer-songwriter (born 1996)
-Lil Tecca,Q65054660,male,solo,hip-hop; trap music,United States,American rapper and singer-songwriter
-Rick Ross,Q297831,male,solo,Southern hip-hop; gangsta rap; mafioso rap; trap music; hardcore hip-hop; dirty south,United States,American rapper and record executive
-Brendon Urie,Q1047474,male,solo,pop rock; alternative rock,United States,American singer and musician
-Polo G,Q62953486,male,solo,hip-hop; drill; trap music; conscious hip-hop; Midwest hip-hop; Chicago hip-hop,United States,American rapper
-Lil Tjay,Q61670761,male,solo,hip-hop,United States,American rapper
-Blueface,Q60463134,male,solo,hip-hop; trap music; West Coast hip-hop; gangsta rap,United States,American rapper (born 1997)
-Sheck Wes,Q56513324,male,solo,East Coast hip-hop; trap music,United States,American rapper (born 1998)
-Morgan Wallen,Q29561472,male,solo,country music; country pop; bro-country; country rap,United States,American country singer
-Blake Shelton,Q94831,male,solo,country music,United States,American country music singer and television personality
-Dean Lewis,Q29905254,male,solo,pop music,Australia,Australian singer-songwriter (born 1987)
-Mustard,Q15941115,male,solo,hip-hop; ratchet music; West Coast hip-hop; contemporary R&B,United States,American record producer
-Blanco Brown,Q64736729,male,solo,country rap; trap music; hip-hop,United States,American rapper and singer
-Diplo,Q533781,male,solo,electronic dance music; trap music; hip-hop; pop music; moombahton; electropop; house music; EDM trap music,United States,American record producer (born 1978)
-Calboy,Q66085272,male,solo,hip-hop,United States,American rapper (born 1999)
-Lauren Daigle,Q18685595,female,solo,contemporary Christian music,United States,American singer and songwriter (born 1991)
-Snow,Q94708,male,solo,dancehall; reggae; hip-hop; reggae fusion,Canada,Canadian dancehall rapper (born 1969)
-YNW Melly,Q56276347,male,solo,Southern hip-hop; trap music; contemporary R&B; gangsta rap; drill; hardcore hip-hop,United States,American rapper
-City Girls,Q60658858,,group,hip-hop,United States,American musical duo
-SHAED,Q60643444,,group,electropop; indie pop,United States,American musical group
-Flipp Dinero,Q57584556,male,solo,hip-hop,United States,American rapper
-Pinkfong,Q55735607,,,children's music,South Korea,Korean children's entertainment brand
-Saweetie,Q50486592,female,solo,hip-hop,United States,American rapper (born 1993)
-YK Osiris,Q66095815,male,solo,contemporary R&B; hip-hop,United States,"American rapper, singer, and songwriter"
-Luke Bryan,Q166197,male,solo,country music,United States,American country music singer
-Lee Brice,Q1811729,male,solo,country music,United States,American country singer
-Megan Thee Stallion,Q59268408,female,solo,hip-hop; trap music; dirty rap; pop rap; pop music,United States,"American rapper, singer and songwriter"
-NLE Choppa,Q64009351,male,solo,trap music; hip-hop; drill; Memphis rap; gangsta rap; Southern hip-hop,United States,American rapper from Tennessee (born 2002)
-Chase Rice,Q5087189,male,solo,country music,United States,American singer-songwriter and football player
-Social House,Q65117469,,group,pop music,United States,American pop duo
-Roddy Ricch,Q59209423,male,solo,West Coast hip-hop; trap music; pop rap; gangsta rap; hardcore hip-hop; hip-hop,United States,American rapper (born 1998)
-Doja Cat,Q51120673,female,solo,contemporary R&B; pop music; electronic music; indie pop; hip-hop,United States,American singer and rapper (born 1995)
-Gabby Barrett,Q53912835,female,solo,country pop,United States,American country singer
-Jack Harlow,Q59727812,male,solo,hip-hop; pop rap,United States,American rapper and singer (born 1998)
-Tones And I,Q62887629,female,solo,indie pop; electronic dance music; pop music,Australia,"Australian singer, songwriter and record producer"
-Arizona Zervas,Q75124792,male,solo,hip-hop; contemporary R&B; pop music,United States,American singer and rapper (born 1995)
-SAINt JHN,Q52274581,male,solo,hip-hop; trap music; contemporary R&B,United States,Guyanese-American rapper and singer
-Trevor Daniel,Q81738417,male,solo,contemporary R&B; pop music,United States,American singer-songwriter
-Lil Mosey,Q55819454,male,solo,hip-hop; pop rap; trap music,United States,American rapper and singer-songwriter
-Jawsh 685,Q96472235,male,solo,pop music,New Zealand,New Zealand music producer
-BTS,Q13580495,,group,K-pop; dance-pop; Korean hip-hop,South Korea,South Korean musical group; boy band
-Lil Durk,Q2899818,male,solo,Midwest hip-hop; trap music; drill; gangsta rap; hardcore hip-hop; Chicago hip-hop; Chicago drill,United States,American rapper
-Powfu,Q89069821,male,solo,hip-hop; lo-fi music; power pop; rock music,Canada,Canadian rapper and singer
-beabadoobee,Q66817366,female,solo,indie rock; space rock; alternative rock; slacker rock; indie pop; folk-pop; bedroom pop,Philippines,Filipino singer
+21 Savage,Q25095399,male,solo,hip-hop; trap music,United Kingdom,British-born rapper (born 1992)
 24kGoldn,Q83751918,male,solo,pop rap,United States,American rapper
-iann dior,Q65631841,male,solo,emo rap; pop rap; rap rock; pop rock,United States,American rapper and singer
-Pop Smoke,Q81698554,male,solo,East Coast hip-hop; Brooklyn drill; trap music; gangsta rap; drill; hip-hop,United States,American rapper (1999–2020)
-Black Eyed Peas,Q134541,,group,alternative hip-hop; pop rap; hip-hop; pop music; Latin hip-hop,United States,American hip hop group from California
-Rod Wave,Q78754352,male,solo,hip-hop; contemporary R&B; soul; trap music,United States,American rapper and singer-songwriter (born 1998)
-Gwen Stefani,Q483379,female,solo,pop music; contemporary R&B; ska; electronica; new wave; rock music,United States,American singer
-JP Saxe,Q86009464,male,solo,pop music,Canada,Canadian singer and musician
 42 Dugg,Q95694810,male,solo,Michigan rap; Midwest hip-hop; trap music; gangsta rap,United States,American rapper
-Old Dominion,Q20685018,,group,country pop,United States,American country pop music group (2007–)
-Surfaces,Q76330429,,group,pop music,United States,American musical duo
-Eminem,Q5608,male,solo,hip-hop; horrorcore; hardcore hip-hop; comedy hip-hop; Midwest hip-hop; rap rock,United States,"American rapper, record producer and actor"
-StaySolidRocky,Q95918251,male,solo,hip-hop,United States,American rapper
-Maddie,Q54607228,female,solo,country music,United States,"Singer, part of Maddie & Tae"
-Tae,Q54607285,female,solo,country music,United States,"Singer, part of Maddie & Tae"
-Mariah Carey,Q41076,female,solo,contemporary R&B; pop music; adult contemporary music; dance-pop; hip-hop,United States,American singer (born 1969)
-Carly Pearce,Q29913337,female,solo,country music,United States,American country music singer-songwriter
+4batz,Q124313062,male,solo,contemporary R&B,United States,American singer (born 2003)
+5 Seconds of Summer,Q4641147,,group,pop rock; pop-punk,Australia,Australian pop rock band
 50 Cent,Q6060,male,solo,East Coast hip-hop; gangsta rap; hardcore hip-hop,United States,American rapper (born 1975)
-BENEE,Q61749159,female,solo,alternative pop; soul,New Zealand,New Zealand singer-songwriter
-Gus Dapperton,Q51858412,male,solo,pop music,United States,American singer-songwriter
-Kid Cudi,Q299138,male,solo,Midwest hip-hop; contemporary R&B; alternative hip-hop; pop rap; alternative rock; trip hop; neo-psychedelia; punk rock; grunge; emo rap; psychedelic rap; psychedelic hip-hop,United States,"American rapper, singer, record producer and actor (born 1984)"
-ATR Son Son,Q140814072,male,solo,hip-hop,United States,American rapper
-Miranda Lambert,Q231233,female,solo,country music; folk music,United States,American country singer
-Eric Church,Q975911,male,solo,country music,United States,American country singer
-Jhené Aiko,Q15929781,female,solo,hip-hop; pop music; rhythm and blues; soul; alternative R&B; neo soul; contemporary R&B,United States,American R&B singer (born 1988)
-Surf Mesa,Q93771412,male,solo,tropical house,United States,American record producer and multi-instrumentalist
-Emilee,Q98635221,female,solo,pop music,United States,"American singer, star of TikTok and influencer"
-Moneybagg Yo,Q38459032,male,solo,hip-hop; trap music; gangsta rap; Memphis rap; Southern hip-hop,United States,American rapper from Tennessee
-H.E.R.,Q30639849,female,solo,contemporary R&B,United States,American R&B singer
-Olivia Rodrigo,Q63243883,female,solo,indie pop; pop music; rock music,United States,American singer and actress (born 2003)
-Anderson .Paak,Q20810369,male,solo,contemporary R&B; hip-hop; soul; funk; pop music,United States,"American singer, rapper, drummer, and record producer (born 1986)"
-Daniel Caesar,Q29589083,male,solo,contemporary R&B; soul; neo soul,Canada,Canadian R&B singer
-Giveon,Q96418479,male,solo,contemporary R&B,United States,American R&B singer
-The Kid LAROI,Q82890761,male,solo,Australian hip-hop; contemporary R&B; pop music; emo rap,Australia,Australian rapper and singer (born 2003)
-Glass Animals,Q16839267,,group,indie rock; psychedelic pop; indietronica; alternative pop; electronic rock; psychedelic rock,United Kingdom,English indie rock band
-Masked Wolf,Q105490126,male,solo,hip-hop,Australia,Australian rapper
-Walker Hayes,Q7962267,male,solo,country music,United States,American musician
-Jhay Cortez,Q75997191,male,solo,Latin trap; reggaeton; Latin R&B,United States,Puerto Rican singer
+6ix9ine,Q44479972,male,solo,hip-hop; East Coast hip-hop; gangsta rap; trap metal; hardcore hip-hop; SoundCloud rap; punk rap; drill; trap music; urbano music; reggaeton; Brooklyn drill,United States,American rapper from New York (born 1996)
 6LACK,Q27886640,male,solo,alternative R&B; contemporary R&B; trap music; cloud rap; industrial music; soul; hip-hop soul,United States,American singer-songwriter and rapper (born 1992)
-Tate McRae,Q95129121,female,solo,pop music; alternative pop; dance-pop,Canada,"Canadian singer, songwriter, and dancer"
-Pooh Shiesty,Q105105274,male,solo,trap music; Southern hip-hop; drill; hardcore hip-hop; gangsta rap; Memphis rap,United States,American rapper from Tennessee (born. 1999)
-SpotemGottem,Q105105325,male,solo,mumble rap; trap music; drill; Southern hip-hop,United States,American rapper
-Kali Uchis,Q19004484,female,solo,contemporary R&B,United States,American singer and songwriter (born 1994)
-CJ,Q103868817,male,solo,drill; trap music; East Coast hip-hop; hip-hop,United States,American rapper
-Internet Money,Q99691610,,,hip-hop,United States,American record label and record producer collective
-Don Toliver,Q56513383,male,solo,hip-hop; trap music; contemporary R&B,United States,American singer and rapper (born 1994)
-NAV,Q28831246,male,solo,hip-hop; cloud rap; trap music; contemporary R&B,Canada,"Canadian rapper, singer, and record producer (born 1989)"
-AJR,Q16154058,,group,indie pop; alternative pop; electropop,United States,American indie pop band
-Yung Bleu,Q105105248,male,solo,contemporary R&B; hip-hop,United States,American rapper and singer
-Tems,Q72759173,female,solo,alternative R&B; Afrobeats,Nigeria,Nigerian singer-songwriter (born 1995)
-Ryan Hurd,Q42224127,male,solo,country music,United States,American country singer
-Måneskin,Q56884561,,group,pop rock; glam rock,Italy,Italian rock band
-Chris Young,Q952176,male,solo,country music,United States,American country music artist
-Nelly,Q218992,male,solo,Midwest hip-hop; pop rap; contemporary R&B; pop music; country rap; country music,United States,"American rapper, singer and actor (born 1974)"
-Mooski,Q113554625,male,solo,hip-hop,United States,Musical artist
-Coi Leray,Q106376206,female,solo,hip-hop; pop music,United States,American rapper and singer
-Duncan Laurence,Q60758679,male,solo,pop music,Kingdom of the Netherlands,Dutch singer
-Niko Moon,Q67399825,male,solo,country music,United States,musical artist
-Project Pat,Q593741,male,solo,Memphis rap; gangsta rap; hardcore hip-hop; Southern hip-hop; crunk; dirty south; trap music; horrorcore,United States,American rapper
-Parmalee,Q7139162,,group,country music,United States,American country music band
-Brenda Lee,Q230925,female,solo,rock and roll; country music; pop music; rockabilly,United States,American singer and recording artist (born 1944)
-Ritt Momney,Q105105308,male,solo,folk music; indie pop; synth-pop,United States,American singer-songwriter from Utah
-Cole Swindell,Q15101510,male,solo,country music,United States,American singer-songwriter
-Lainey Wilson,Q106378786,female,solo,country music; folk music,United States,American singer-songwriter
-BRS Kash,Q105409004,male,solo,hip-hop,United States,American rapper
-Rauw Alejandro,Q61586861,male,solo,contemporary R&B; urban contemporary; Latin R&B; reggaeton; Latin trap; Latin pop; salsa,United States,Puerto Rican singer and songwriter
-Latto,Q65029930,female,solo,hip-hop; trap music; pop music; pop rap,United States,American rapper (born 1998)
-Elton John,Q2808,male,solo,rock music; pop rock; glam rock; soft rock; rhythm and blues,United Kingdom,"British singer, songwriter and musician (born 1947)"
-JID,Q29588830,male,solo,hip-hop,United States,"American rapper, singer, and songwriter from Georgia"
-GAYLE,Q109768702,female,solo,pop-punk; pop rock; power pop; emo pop; alternative pop; alternative rock,United States,American singer-songwriter
-Chencho Corleone,Q113625582,male,solo,reggaeton,United States,Puerto Rican singer (born 1979)
-Kate Bush,Q636,female,solo,art pop; progressive pop; singer-songwriter music; baroque pop; experimental pop; art rock; pop rock,United Kingdom,"English singer, pianist and songwriter (born 1958)"
-Carolina Gaitán,Q5753201,female,solo,,Colombia,Colombian actress and singer
-Mauro Castillo,Q16605580,male,solo,salsa,Colombia,"Colombian singer, composer, and actor"
+A Boogie wit da Hoodie,Q27927826,male,solo,hip-hop; trap music,United States,American rapper (born 1995)
+A$AP Ferg,Q15648254,male,solo,East Coast hip-hop; trap music,United States,American rapper (born 1988)
+A$AP Rocky,Q129910,male,solo,East Coast hip-hop; psychedelic rap; experimental hip-hop; alternative hip-hop; cloud rap; trap music,United States,American rapper (born 1988)
 Adassa,Q576181,female,solo,reggaeton; urban contemporary; pop music,United States,American singer-songwriter
-Rhenzy Feliz,Q34344805,male,solo,,United States,American actor
-Diane Guerrero,Q17166318,female,solo,,United States,American actress
-Stephanie Beatriz,Q16832110,female,solo,,United States,Argentine-American actress
-Encanto Cast,Q140814124,,,,United States,ensemble cast credited on songs from the 2021 Disney animated film Encanto
-Steve Lacy,Q56733980,male,solo,alternative R&B,United States,"American singer, songwriter, guitarist, and record producer (born 1998)"
-Nicky Youre,Q112666811,male,solo,indie pop,United States,American singer-songwriter
-dazy,Q140814120,male,solo,pop music,,Los Angeles-based record producer and musician
-Em Beihold,Q111333139,female,solo,pop music,United States,American singer-songwriter
-Cody Johnson,Q17916913,male,solo,country music; country rock,United States,American country singer and songwriter
-OneRepublic,Q1438730,,group,pop rock; alternative rock; cello rock,United States,American pop rock band
-Zach Bryan,Q106770023,male,solo,alternative country; red dirt; country music,United States,American country musician
-Jordan Davis,Q44274417,male,solo,country pop; country music; pop music,United States,American country music singer and songwriter
-Dove Cameron,Q13560423,female,solo,pop music; alternative pop; soul,United States,American actress and singer
-Joji,Q23826617,male,solo,contemporary R&B; alternative R&B; trip hop; lo-fi music; surreal humour; satirical music; satire; comedy hip-hop; black comedy; alternative rock; comedy music,Japan,Japanese-Australian entertainer (born 1992)
-Jessica Darrow,Q109718598,non-binary,solo,,United States,American actor and singer
+Adele,Q23215,female,solo,pop music; blue-eyed soul; rhythm and blues; soul; jazz; rock music,United Kingdom,English singer-songwriter (born 1988)
+AJR,Q16154058,,group,indie pop; alternative pop; electropop,United States,American indie pop band
+Alessia Cara,Q20090091,female,solo,contemporary R&B; indie pop; pop music; soul; alternative R&B,Italy,"Italian-Canadian singer, songwriter and actress"
+Alex Warren,Q121842162,male,solo,pop music,United States,"American singer, songwriter, YouTuber, and influencer"
+Aminé,Q27830860,male,solo,West Coast hip-hop; alternative hip-hop; trap music; contemporary R&B,United States,"American rapper, singer, and songwriter"
+Anderson .Paak,Q20810369,male,solo,contemporary R&B; hip-hop; soul; funk; pop music,United States,"American singer, rapper, drummer, and record producer (born 1986)"
+Andrew Choi,Q15229870,male,solo,K-pop; pop music; contemporary R&B,South Korea,South Korean singer and songwriter
+Anne-Marie,Q25396976,female,solo,pop music; contemporary R&B,United Kingdom,British singer (born 1990)
+Aqua,Q213388,,group,pop music; bubblegum music; Eurodance,Denmark,Danish-Norwegian music group
+Ariana Grande,Q151892,female,solo,pop music; contemporary R&B; electronic dance music,United States,"American singer, songwriter, and actress (born 1993)"
+Arizona Zervas,Q75124792,male,solo,hip-hop; contemporary R&B; pop music,United States,American singer and rapper (born 1995)
+Artemas,Q125176874,male,solo,alternative pop,United Kingdom,British singer-songwriter and record producer
+ATR Son Son,Q140814072,male,solo,hip-hop,United States,American rapper
+Audrey Nuna,Q105538243,female,solo,K-pop; pop music; hip-hop; contemporary R&B; trap music,United States,South Korean-American singer and rapper
+Ava Max,Q56755505,female,solo,dance-pop,United States,American singer and songwriter (born 1994)
+Avery Anna,Q131401753,female,solo,pop rock; country music,United States,American singer
+Ayo,Q55860029,male,solo,hip-hop,United States,American singer and dancer
+AzChike,Q131417489,male,solo,hip-hop,United States,American rapper
+Bad Bunny,Q44333953,male,solo,Latin trap; reggaeton,Puerto Rico,"Puerto Rican rapper, singer, and record producer (born 1994)"
 Bailey Zimmerman,Q112581616,male,solo,country music,United States,American singer
-CKay,Q98312451,male,solo,Afrobeats,Nigeria,Nigerian singer-songwriter
-Muni Long,Q7245622,female,solo,contemporary R&B; pop music,United States,American singer
+Bastille,Q689,,group,synth-pop,United Kingdom,English indie pop band
+Bazzi,Q48720231,male,solo,pop music,United States,American-born Lebanese singer-songwriter (born 1997)
+beabadoobee,Q66817366,female,solo,indie rock; space rock; alternative rock; slacker rock; indie pop; folk-pop; bedroom pop,Philippines,Filipino singer
+Bebe Rexha,Q16185856,female,solo,pop music; contemporary R&B,United States,American singer
 Becky G,Q1393997,female,solo,pop music; hip-hop; Latin music; Latin pop; reggaeton,United States,American singer and actress (born 1997)
-Karol G,Q22001324,female,solo,reggaeton; Latin pop; Latin R&B,Colombia,Colombian singer and songwriter
-Tyler Hubbard,Q20740966,male,solo,country music,United States,American singer
-NEIKED,Q26703294,,group,,Sweden,Swedish artist collective
-Mae Muller,Q83696883,female,solo,pop music; rhythm and blues,United Kingdom,British singer
-WILLOW,Q298209,female,solo,indie pop; alternative R&B; experimental pop; neo soul; hip-hop; electronic dance music; pop music; dream pop; contemporary R&B; rock music; indie rock; progressive rock; pop-punk; alternative rock; alternative pop; jazz,United States,American singer and actress (born 2000)
-Tyler Cole,Q140814245,male,solo,,United States,"American singer, songwriter and record producer"
-Lauren Spencer-Smith,Q110630787,female,solo,pop music,Canada,Canadian singer and songwriter
+BENEE,Q61749159,female,solo,alternative pop; soul,New Zealand,New Zealand singer-songwriter
+benny blanco,Q818048,male,solo,pop music,United States,American pop music producer (born 1988)
+Benson Boone,Q110008128,male,solo,pop music; pop rock,United States,American singer
+Beyoncé,Q36153,female,solo,pop music; contemporary R&B; country music,United States,"American singer, songwriter, record producer, and dancer (born 1981)"
+Big Sean,Q367634,male,solo,hip-hop; Midwest hip-hop; Michigan rap; pop rap,United States,American rapper (born 1988)
+BigXthaPlug,Q124750337,male,solo,rapping; hip-hop,United States,American rapper
+Billie Eilish,Q29564107,female,solo,electropop; indie pop; alternative pop,United States,American singer-songwriter (born 2001)
+Billy Ray Cyrus,Q231259,male,solo,country music; country pop; country rock; country blues,United States,American country singer and actor
+Bipolar Sunshine,Q16727521,male,solo,pop music,United Kingdom,British musician
+Bizarrap,Q99937928,male,solo,Latin trap; reggaeton,Argentina,Argentine DJ and producer (born 1998)
+Black Eyed Peas,Q134541,,group,alternative hip-hop; pop rap; hip-hop; pop music; Latin hip-hop,United States,American hip hop group from California
+blackbear,Q22974007,male,solo,pop music; emo; contemporary R&B; hip-hop,United States,"American singer, songwriter, and record producer (born 1990)"
+Blake Shelton,Q94831,male,solo,country music,United States,American country music singer and television personality
+Blanco Brown,Q64736729,male,solo,country rap; trap music; hip-hop,United States,American rapper and singer
+BlocBoy JB,Q49481016,male,solo,hip-hop; trap music,United States,American rapper from Tennessee
+Blueface,Q60463134,male,solo,hip-hop; trap music; West Coast hip-hop; gangsta rap,United States,American rapper (born 1997)
 Bobby Helms,Q888554,male,solo,country music,United States,American male singer (1933–1997)
 Bomba Estéreo,Q887911,,group,cumbia,Colombia,Colombian band
+Bradley Cooper,Q205707,male,solo,,United States,American actor (born 1975)
+Brandon Lake,Q100314823,male,solo,contemporary Christian music; Christian rock,United States,American Christian musician
+Brenda Lee,Q230925,female,solo,rock and roll; country music; pop music; rockabilly,United States,American singer and recording artist (born 1944)
+Brendon Urie,Q1047474,male,solo,pop rock; alternative rock,United States,American singer and musician
+Brett Young,Q25189679,male,solo,country music,United States,American country musician
+BRS Kash,Q105409004,male,solo,hip-hop,United States,American rapper
+Bruno Mars,Q1450,male,solo,pop music; contemporary R&B; hip-hop; new wave; reggae; funk,United States,American singer-songwriter and record producer (born 1985)
+Bryson Tiller,Q21066641,male,solo,contemporary R&B; hip-hop; trap music; soul,United States,American singer and rapper (born 1993)
+BTS,Q13580495,,group,K-pop; dance-pop; Korean hip-hop,South Korea,South Korean musical group; boy band
 Burl Ives,Q315723,male,solo,folk music,United States,American musician (1909–1995)
-Russell Dickerson,Q24572267,male,solo,country music,United States,American country singer-songwriter
-Jake Scott,Q140814152,male,solo,pop music,United States,American singer-songwriter
-Scotty McCreery,Q255969,male,solo,country music,United States,American country music singer
-Jon Pardi,Q6271354,male,solo,country music,United States,American country singer
-ERNEST,Q110442717,male,solo,country music,United States,American hip hop and country musician
-JNR CHOI,Q111507858,male,solo,hip-hop; trap music; world music,United Kingdom,Gambian-British rapper and singer
-Sam Tompkins,Q112155955,male,solo,pop music,United Kingdom,British singer-songwriter
-Kim Petras,Q60964,trans woman,solo,pop music,Germany,German singer
-Rema,Q65071082,male,solo,Afrobeats,Nigeria,Nigerian singer-songwriter and rapper (2000–)
-David Guetta,Q8298,male,solo,electronic dance music; house music; electroclash; electro house,France,French DJ and electronic music producer (born 1967)
-PinkPantheress,Q107570416,female,solo,pop music; bedroom pop; dance music; alternative pop; drum and bass; 2-step garage; jungle; hyperpop,United Kingdom,British singer-songwriter
-Ice Spice,Q114114977,female,solo,Bronx drill; hip-hop; East Coast hip-hop; Jersey club; pop rap,United States,American rapper (born 2000)
-Toosii,Q106725126,male,solo,hip-hop,United States,American rapper from New York
-Katelyn Brown,Q140814175,female,solo,pop music,United States,American singer
-Eslabón Armado,Q112702265,,group,regional Mexican,United States,American hispanic radio music group
-Peso Pluma,Q117242724,male,solo,regional Mexican; corridos tumbados; reggaeton; Latin trap; cumbia norteña mexicana,Mexico,Mexican singer (born 1999)
-Jelly Roll,Q6176881,male,solo,Southern hip-hop; country rap; country music; hardcore hip-hop,United States,American rapper (born 1984)
-Yng Lvcas,Q117834547,male,solo,reggaeton,Mexico,Mexican singer and rapper
-JVKE,Q114865231,male,solo,pop music,United States,American singer and producer
-Fifty Fifty,Q116731010,,group,K-pop; J-pop,South Korea,South Korean girl group
-Aqua,Q213388,,group,pop music; bubblegum music; Eurodance,Denmark,Danish-Norwegian music group
-RAYE,Q28071144,female,solo,contemporary R&B,United Kingdom,British singer-songwriter
-070 Shake,Q54861040,female,solo,hip-hop; cloud rap; alternative hip-hop,United States,American rapper and singer
-Grupo Frontera,Q118141487,,group,regional Mexican; norteño; cumbia norteña mexicana,United States,Mexican-American musical band
-Stephen Sanchez,Q113023532,male,solo,pop music,United States,American singer-songwriter
-HARDY,Q63341424,male,solo,country music,United States,American country singer
-David Kushner,Q117745879,male,solo,,United States,American male singer-songwriter
-Shakira,Q34424,female,solo,pop music; Latin pop; pop rock; Latin rock; dance music; folk music; world music; contemporary R&B; rock music,Spain,"Colombian singer, songwriter, and actress"
-Megan Moroney,Q116786312,female,solo,country music; folk music,United States,American country music singer
-GloRilla,Q114132368,female,solo,hip-hop; trap music; crunk; Memphis rap; Southern hip-hop,United States,American rapper
-Fuerza Regida,Q118466501,,group,regional Mexican; banda music; corrido; corridos tumbados; sierreña; norteño,United States,regional Mexican group
-Kacey Musgraves,Q2783855,female,solo,country music; folk music,United States,American singer (born 1988)
-Doechii,Q106629186,female,solo,hip-hop; contemporary R&B; pop music; alternative hip-hop; pop rap,United States,American rapper and singer
-Oliver Anthony Music,Q121391237,male,solo,country music; folk music,United States,American singer-songwriter
-Noah Kahan,Q53832755,male,solo,folk-pop,United States,American singer-songwriter (born 1997)
-Jung Kook,Q22338877,male,solo,K-pop,South Korea,South Korean singer
-Wham!,Q744087,,group,pop music; new wave; blue-eyed soul,United Kingdom,British pop band
-Parker McCollum,Q20684755,male,solo,Americana; country music,United States,American musician
-Kaliii,Q115633164,female,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper
-Natanael Cano,Q104904549,male,solo,corridos tumbados; regional Mexican,Mexico,Mexican rapper and singer
-Corey Kent,Q113452679,male,solo,country music,United States,American singer
-Young Nudy,Q62036530,male,solo,hip-hop,United States,American rapper (born 1992)
-Bizarrap,Q99937928,male,solo,Latin trap; reggaeton,Argentina,Argentine DJ and producer (born 1998)
-Teddy Swims,Q105542333,male,solo,country music; pop music; rhythm and blues; soul,United States,American singer-songwriter
-Shaboozey,Q125295750,male,solo,alternative country; country music; hip-hop; Americana,United States,American singer (born 1995)
-Benson Boone,Q110008128,male,solo,pop music; pop rock,United States,American singer
-Sabrina Carpenter,Q7396400,female,solo,pop music; teen pop; dance-pop; contemporary R&B; electropop; country pop,United States,American singer-songwriter and actress (born 1999)
-Tommy Richman,Q125778611,male,solo,pop rap; contemporary R&B,United States,American singer
-Hozier,Q16233232,male,solo,blues; blues rock; rhythm and blues; traditional folk music; soul; indie rock,Ireland,Irish musician and singer
+Calboy,Q66085272,male,solo,hip-hop,United States,American rapper (born 1999)
+Calvin Harris,Q81637,male,solo,electronic dance music; electronic pop; acid house,United Kingdom,Scottish electronic music producer and DJ (born 1984)
+Camila Cabello,Q18810940,female,solo,pop music; contemporary R&B; Latin pop; Gothic pop,Cuba,Cuban-Mexican-American singer
+Cardi B,Q29033668,female,solo,hip-hop; pop music; pop rap,United States,American rapper (born 1992)
+Carly Pearce,Q29913337,female,solo,country music,United States,American country music singer-songwriter
+Carolina Gaitán,Q5753201,female,solo,,Colombia,Colombian actress and singer
+Carrie Underwood,Q215546,female,solo,pop music; country music; country pop; country rock,United States,American singer and actor (born 1983)
+Cash Cobain,Q125989634,male,solo,hip-hop; drill; Jersey drill; pop rap; East Coast hip-hop; trap music,United States,American rapper and record producer
+Casper Mágico,Q60333702,male,solo,Latin trap; reggaeton,United States,Puerto Rican rapper
+Chance the Rapper,Q12470060,male,solo,hip-hop; alternative hip-hop; contemporary R&B; conscious hip-hop; alternative R&B; gospel music,United States,"American rapper, singer and record producer (born 1993)"
 Chappell Roan,Q110281146,female,solo,synth-pop; pop music; electronic music,United States,American singer (born 1998)
-Tyla,Q118105408,female,solo,contemporary R&B; pop music; Amapiano; new jack swing,South Africa,South African singer-songwriter
-Dasha,Q125157260,female,solo,country pop,United States,American country singer-songwriter
-Jessie Murph,Q122157373,female,solo,country rock; country pop; pop music,United States,American singer
-Sexyy Red,Q119842023,female,solo,hip-hop; trap music; dirty rap; Midwest hip-hop,United States,American rapper (born 1998)
-Djo,Q27064031,male,solo,synth-pop,United States,American actor and musician (born 1992)
-Flo Milli,Q89352069,female,solo,hip-hop,United States,American rapper
-FloyyMenor,Q125819969,male,solo,reggaeton,Chile,Chilean singer-songwriter
+Charlie Puth,Q19810390,male,solo,pop music; contemporary R&B,United States,"American singer, songwriter, and record producer"
+Chase Rice,Q5087189,male,solo,country music,United States,American singer-songwriter and football player
+Cheat Codes,Q23978754,,group,electronic music; electronic dance music; tropical house; dancehall,United States,electronic music DJ trio
+Chencho Corleone,Q113625582,male,solo,reggaeton,United States,Puerto Rican singer (born 1979)
+Childish Gambino,Q1239933,male,solo,hip-hop; funk; contemporary R&B; soul; psychedelic music; indie pop; comedy hip-hop,United States,"American actor, comedian, musician, and filmmaker (born 1983)"
+Chris Brown,Q155700,male,solo,contemporary R&B; pop music; hip-hop,United States,American singer and rapper (born 1989)
+Chris Stapleton,Q5108148,male,solo,country music,United States,American country musician
+Chris Young,Q952176,male,solo,country music,United States,American country music artist
+City Girls,Q60658858,,group,hip-hop,United States,American musical duo
+CJ,Q103868817,male,solo,drill; trap music; East Coast hip-hop; hip-hop,United States,American rapper
+CKay,Q98312451,male,solo,Afrobeats,Nigeria,Nigerian singer-songwriter
+Clean Bandit,Q11838808,,group,electropop,United Kingdom,English electronic music group
+Cody Johnson,Q17916913,male,solo,country music; country rock,United States,American country singer and songwriter
+Coi Leray,Q106376206,female,solo,hip-hop; pop music,United States,American rapper and singer
+Coldplay,Q45188,,group,alternative rock; pop music,United Kingdom,British rock band
+Cole Swindell,Q15101510,male,solo,country music,United States,American singer-songwriter
+Corey Kent,Q113452679,male,solo,country music,United States,American singer
 Cris MJ,Q111425015,male,solo,reggaeton,Chile,Chilean singer-songwriter
-Warren Zeiders,Q120986980,male,solo,country music,United States,American country musician
-Artemas,Q125176874,male,solo,alternative pop,United Kingdom,British singer-songwriter and record producer
-Xavi,Q124219723,male,solo,regional Mexican; corridos tumbados,United States,American singer
-Myles Smith,Q126076580,male,solo,folk-pop; folk music; pop music; folk rock,United Kingdom,British singer
-Paul Russell,Q122932071,male,solo,hip-hop; contemporary R&B; pop rap,United States,American singer
-Summer Walker,Q61959478,female,solo,contemporary R&B,United States,American R&B singer
-4batz,Q124313062,male,solo,contemporary R&B,United States,American singer (born 2003)
-Koe Wetzel,Q107434048,male,solo,country music; rock music,United States,American musician
-Yeat,Q108761978,male,solo,experimental hip-hop; rage; trap music,United States,"American rapper, singer-songwriter, and record producer (born 2000)"
-Nate Smith,Q110707312,male,solo,country music; country rock,United States,"American country music singer, musician and songwriter"
-Victoria Monét,Q19864989,female,solo,pop music; contemporary R&B; hip-hop,United States,American singer and songwriter (born 1989)
-Tucker Wetmore,Q124754909,male,solo,country music,United States,American country music artist
-Alex Warren,Q121842162,male,solo,pop music,United States,"American singer, songwriter, YouTuber, and influencer"
-ROSÉ,Q27655344,female,solo,K-pop; dance-pop; hip-hop; electronic dance music,New Zealand,South Korean-New Zealand singer (born 1997)
+D.R.A.M.,Q25138504,male,solo,Southern hip-hop; contemporary R&B; trap music,United States,American rapper and singer (born 1988)
+DaBaby,Q62107457,male,solo,hip-hop; trap music; pop rap; Southern hip-hop,United States,American rapper (born 1991)
+Daddy Yankee,Q272591,male,solo,reggaeton; Latin hip-hop,United States,Puerto Rican rapper and actor (born 1976)
+Daft Punk,Q185828,,group,house music; electronic music; French house; synth-pop; electronic rock; electronica; nu-disco; dance music; leftfield house,France,French electronic music band
+Dan Smyers,Q57630595,male,solo,country music,United States,songwriter and member of the duo Dan + Shay
+Daniel Caesar,Q29589083,male,solo,contemporary R&B; soul; neo soul,Canada,Canadian R&B singer
+Danny Chung,Q140814119,male,solo,hip-hop; K-pop,United States,"Korean-American rapper, singer and songwriter"
+Darell,Q56467651,male,solo,reggaeton; Latin trap,United States,Puerto Rican rapper and singer
+Dasha,Q125157260,female,solo,country pop,United States,American country singer-songwriter
+David Guetta,Q8298,male,solo,electronic dance music; house music; electroclash; electro house,France,French DJ and electronic music producer (born 1967)
+David Kushner,Q117745879,male,solo,,United States,American male singer-songwriter
+Daya,Q21005558,female,solo,pop music,United States,American singer
+dazy,Q140814120,male,solo,pop music,,Los Angeles-based record producer and musician
+Dean Lewis,Q29905254,male,solo,pop music,Australia,Australian singer-songwriter (born 1987)
+Demi Lovato,Q41173,genderfluid,solo,pop rock; pop music; contemporary R&B; power pop; dance-pop; teen pop; electropop; soul; pop-punk; nu metal,United States,"American singer, songwriter, and actress (born 1992)"
+Desiigner,Q23091498,male,solo,hip-hop; East Coast hip-hop; trap music; mumble rap; hardcore hip-hop,United States,American rapper and singer (born 1997)
+Diane Guerrero,Q17166318,female,solo,,United States,American actress
+Diplo,Q533781,male,solo,electronic dance music; trap music; hip-hop; pop music; moombahton; electropop; house music; EDM trap music,United States,American record producer (born 1978)
+DJ Khaled,Q80805,male,solo,hip-hop; pop rap,United States,American DJ and rapper (born 1975)
+DJ Snake,Q16728588,male,solo,electronic dance music; EDM trap music,France,French record producer (born 1986)
+Djo,Q27064031,male,solo,synth-pop,United States,American actor and musician (born 1992)
+DNCE,Q21648421,,group,pop rock,United States,American pop band
+Doechii,Q106629186,female,solo,hip-hop; contemporary R&B; pop music; alternative hip-hop; pop rap,United States,American rapper and singer
+Doja Cat,Q51120673,female,solo,contemporary R&B; pop music; electronic music; indie pop; hip-hop,United States,American singer and rapper (born 1995)
+Don Toliver,Q56513383,male,solo,hip-hop; trap music; contemporary R&B,United States,American singer and rapper (born 1994)
+Dove Cameron,Q13560423,female,solo,pop music; alternative pop; soul,United States,American actress and singer
+Drake,Q33240,male,solo,hip-hop; contemporary R&B; pop music; trap music,Canada,Canadian-American rapper and singer
+Dua Lipa,Q21914464,female,solo,pop music; post-disco; house music; funktronica; indie pop; dream pop; synth-pop,United Kingdom,British singer-songwriter (born 1995)
+Duncan Laurence,Q60758679,male,solo,pop music,Kingdom of the Netherlands,Dutch singer
+Dustin Lynch,Q5317118,male,solo,country music,United States,American singer
+Ed Sheeran,Q47447,male,solo,pop music; folk music; hip-hop; dance music; soul; rock music,United Kingdom,English singer-songwriter and guitarist (born 1991)
+EJAE,Q135108208,female,solo,K-pop; pop music; contemporary R&B,South Korea,South Korean-American singer and songwriter (born 1991)
+Ella Langley,Q127559972,female,solo,country music,United States,American country singer
+Ella Mai,Q29033458,female,solo,contemporary R&B,United Kingdom,British singer
+Elle King,Q5364665,female,solo,country music; Americana; blues rock; alternative country,United States,"American singer, songwriter, and actress"
+Ellie Goulding,Q31164,female,solo,synth-pop; electropop; indie pop; folktronica; alternative rock; alternative music; dream pop; indietronica,United Kingdom,English singer and songwriter (born 1986)
+Elton John,Q2808,male,solo,rock music; pop rock; glam rock; soft rock; rhythm and blues,United Kingdom,"British singer, songwriter and musician (born 1947)"
+Em Beihold,Q111333139,female,solo,pop music,United States,American singer-songwriter
+Emilee,Q98635221,female,solo,pop music,United States,"American singer, star of TikTok and influencer"
+Eminem,Q5608,male,solo,hip-hop; horrorcore; hardcore hip-hop; comedy hip-hop; Midwest hip-hop; rap rock,United States,"American rapper, record producer and actor"
+Encanto Cast,Q140814124,,,,United States,ensemble cast credited on songs from the 2021 Disney animated film Encanto
+Eric Church,Q975911,male,solo,country music,United States,American country singer
+ERNEST,Q110442717,male,solo,country music,United States,American hip hop and country musician
+Eslabón Armado,Q112702265,,group,regional Mexican,United States,American hispanic radio music group
+Fat Joe,Q309888,male,solo,East Coast hip-hop; gangsta rap; hardcore hip-hop; boom bap; mafioso rap,United States,American rapper
+Fetty Wap,Q19361511,male,solo,hip-hop; trap music; pop rap,United States,American rapper and singer (born 1991)
+Fifth Harmony,Q3087893,,group,pop music,United States,American girl group
+Fifty Fifty,Q116731010,,group,K-pop; J-pop,South Korea,South Korean girl group
+Flipp Dinero,Q57584556,male,solo,hip-hop,United States,American rapper
+Flo Milli,Q89352069,female,solo,hip-hop,United States,American rapper
+Flo Rida,Q213538,male,solo,hip-hop; pop music; dance music; electronic dance music; Southern hip-hop; contemporary R&B; house music; electro hop; electro house; electropop; electro; EDM trap music; trap music; bass music; crunk; pop rap; dirty south; dance-pop; hip house; Miami bass; electronic music; techno; trance,United States,American rapper and singer (born 1979)
+Florida Georgia Line,Q3644642,,group,country music,United States,American country music duo
+FloyyMenor,Q125819969,male,solo,reggaeton,Chile,Chilean singer-songwriter
+Flume,Q4038837,male,solo,electronica; trip hop; future bass,Australia,Australian music producer
+Frank Ocean,Q357645,male,solo,alternative R&B; psychedelic soul; progressive soul; contemporary R&B; pop music; soul; hip-hop; avant-pop,United States,"American singer, songwriter, and rapper"
+French Montana,Q1455261,male,solo,East Coast hip-hop; gangsta rap; hardcore hip-hop,Morocco,Moroccan and American rapper
+Fuerza Regida,Q118466501,,group,regional Mexican; banda music; corrido; corridos tumbados; sierreña; norteño,United States,regional Mexican group
+Future,Q3445057,male,solo,Southern hip-hop; trap music; mumble rap; contemporary R&B,United States,American rapper (born 1983)
+G-Eazy,Q5511893,male,solo,hip-hop,United States,American rapper
+Gabby Barrett,Q53912835,female,solo,country pop,United States,American country singer
+GAYLE,Q109768702,female,solo,pop-punk; pop rock; power pop; emo pop; alternative pop; alternative rock,United States,American singer-songwriter
+Gigi Perez,Q130235359,female,solo,indie folk,United States,American singer-songwriter
+Giveon,Q96418479,male,solo,contemporary R&B,United States,American R&B singer
+Glass Animals,Q16839267,,group,indie rock; psychedelic pop; indietronica; alternative pop; electronic rock; psychedelic rock,United Kingdom,English indie rock band
+GloRilla,Q114132368,female,solo,hip-hop; trap music; crunk; Memphis rap; Southern hip-hop,United States,American rapper
+gnash,Q23978226,male,solo,pop music; hip-hop; alternative R&B; indie folk,United States,American musician
 Gracie Abrams,Q106301562,female,solo,bedroom pop; pop music,United States,American singer-songwriter (born 1999)
+Grey,Q28451953,,group,electronic music; pop music; future bass,United States,American electronic music group consisting of brothers Kyle and Michael Trewartha
+Grupo Frontera,Q118141487,,group,regional Mexican; norteño; cumbia norteña mexicana,United States,Mexican-American musical band
+Gucci Mane,Q206032,male,solo,Southern hip-hop; trap music; gangsta rap; hardcore hip-hop; dirty south; Atlanta hip-hop; dirty rap,United States,American rapper and music executive (born 1980)
+Gunna,Q55613105,male,solo,hip-hop; trap music; Southern hip-hop; contemporary R&B,United States,American rapper (born 1993)
+Gus Dapperton,Q51858412,male,solo,pop music,United States,American singer-songwriter
+Gwen Stefani,Q483379,female,solo,pop music; contemporary R&B; ska; electronica; new wave; rock music,United States,American singer
+H.E.R.,Q30639849,female,solo,contemporary R&B,United States,American R&B singer
+Hailee Steinfeld,Q231726,female,solo,pop music; dance-pop,United States,American actress and singer-songwriter (born 1996)
+Halsey,Q18534249,female,solo,pop music; electropop; synth-pop; art pop; alternative pop; alternative rock; alternative R&B; indie pop; contemporary R&B,United States,American singer-songwriter (born 1994)
+HARDY,Q63341424,male,solo,country music,United States,American country singer
+Harry Styles,Q3626966,male,solo,soft rock; pop music; rock music; Britpop; traditional folk music,United Kingdom,"English singer, songwriter and actor"
+Hozier,Q16233232,male,solo,blues; blues rock; rhythm and blues; traditional folk music; soul; indie rock,Ireland,Irish musician and singer
+Hudson Westbrook,Q134125831,male,solo,country music,United States,American singer
+iann dior,Q65631841,male,solo,emo rap; pop rap; rap rock; pop rock,United States,American rapper and singer
+Ice Spice,Q114114977,female,solo,Bronx drill; hip-hop; East Coast hip-hop; Jersey club; pop rap,United States,American rapper (born 2000)
+Imagine Dragons,Q391348,,group,pop rock; electropop; alternative rock; new wave,United States,American pop rock band
+Infared,Q140814135,male,solo,hip-hop,,hip-hop songwriter and rapper featured on the 2016 single All the Way Up
+Internet Money,Q99691610,,,hip-hop,United States,American record label and record producer collective
+J Balvin,Q966845,male,solo,reggaeton; Latin pop; Latin trap,Colombia,Colombian singer
+J. Cole,Q204018,male,solo,hip-hop; Southern hip-hop; pop rap; East Coast hip-hop; conscious hip-hop,United States,American rapper and record producer (born 1985)
+Jack Harlow,Q59727812,male,solo,hip-hop; pop rap,United States,American rapper and singer (born 1998)
+Jake Scott,Q140814152,male,solo,pop music,United States,American singer-songwriter
+James Arthur,Q717626,male,solo,pop music,United Kingdom,British singer (born 1988)
+James Bay,Q17811637,male,solo,rock music; pop music; soul; Americana,United Kingdom,British singer-songwriter
+James Blake,Q350362,male,solo,pop music; electronica; post-dubstep; electronic dance music,United Kingdom,English singer-songwriter (born 1988)
+Jason Aldean,Q195439,male,solo,country music,United States,American country singer
+Jason Derulo,Q243639,male,solo,pop music; rhythm and blues; contemporary R&B; hip-hop,United States,American singer-songwriter
+Jawsh 685,Q96472235,male,solo,pop music,New Zealand,New Zealand music producer
+Jay Rock,Q152632,male,solo,West Coast hip-hop,United States,American rapper (born 1985)
+Jay Z,Q62766,male,solo,East Coast hip-hop; mafioso rap; gangsta rap; hardcore hip-hop,United States,"American rapper, record producer, and entrepreneur"
+Jelly Roll,Q6176881,male,solo,Southern hip-hop; country rap; country music; hardcore hip-hop,United States,American rapper (born 1984)
+Jeremih,Q472891,male,solo,contemporary R&B,United States,American R&B singer (born 1987)
+Jessica Darrow,Q109718598,non-binary,solo,,United States,American actor and singer
+Jessie Murph,Q122157373,female,solo,country rock; country pop; pop music,United States,American singer
+Jhay Cortez,Q75997191,male,solo,Latin trap; reggaeton; Latin R&B,United States,Puerto Rican singer
+Jhené Aiko,Q15929781,female,solo,hip-hop; pop music; rhythm and blues; soul; alternative R&B; neo soul; contemporary R&B,United States,American R&B singer (born 1988)
+JID,Q29588830,male,solo,hip-hop,United States,"American rapper, singer, and songwriter from Georgia"
+Jimin,Q20947093,male,solo,K-pop,South Korea,South Korean singer and dancer (BTS)
+JNR CHOI,Q111507858,male,solo,hip-hop; trap music; world music,United Kingdom,Gambian-British rapper and singer
+John Legend,Q44857,male,solo,soul; pop music; contemporary R&B,United States,American singer-songwriter
+Joji,Q23826617,male,solo,contemporary R&B; alternative R&B; trip hop; lo-fi music; surreal humour; satirical music; satire; comedy hip-hop; black comedy; alternative rock; comedy music,Japan,Japanese-Australian entertainer (born 1992)
+Jon Bellion,Q18044284,male,solo,pop music; contemporary R&B; hip-hop; indie rock; pop rap; alternative hip-hop; indie pop; alternative rock; dance-pop; soul,United States,"American singer, rapper, songwriter, and record producer"
+Jon Pardi,Q6271354,male,solo,country music,United States,American country singer
+Jonas Brothers,Q134233,,group,pop music; pop rock,United States,American pop rock band
+Jordan Davis,Q44274417,male,solo,country pop; country music; pop music,United States,American country music singer and songwriter
+JP Saxe,Q86009464,male,solo,pop music,Canada,Canadian singer and musician
+Juice WRLD,Q52151598,male,solo,hip-hop; emo rap; alternative rock; trap music; pop rap; SoundCloud rap; contemporary R&B; alternative hip-hop; mumble rap,United States,American rapper and singer (1998–2019)
+Juicy J,Q602779,male,solo,Southern hip-hop; gangsta rap; trap music; dirty rap; Memphis rap; dirty south; horrorcore; hardcore hip-hop; crunk,United States,American record producer and rapper (born 1975)
+Julia Michaels,Q20051697,female,solo,pop music; electronic dance music,United States,American singer and songwriter (born 1993)
+Jung Kook,Q22338877,male,solo,K-pop,South Korea,South Korean singer
+Justin Bieber,Q34086,male,solo,pop music; contemporary R&B; tropical house; reggaeton; contemporary country,Canada,Canadian singer-songwriter (born 1994)
+Justin Timberlake,Q43432,male,solo,pop music; contemporary R&B,United States,American singer and actor (born 1981)
+JVKE,Q114865231,male,solo,pop music,United States,American singer and producer
+Kacey Musgraves,Q2783855,female,solo,country music; folk music,United States,American singer (born 1988)
+Kai,Q6347342,female,solo,pop music,Canada,Canadian singer and songwriter
+Kali Uchis,Q19004484,female,solo,contemporary R&B,United States,American singer and songwriter (born 1994)
+Kaliii,Q115633164,female,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper
+Kane Brown,Q21620939,male,solo,country music,United States,American country music singer
+Kanye West,Q15935,male,solo,hip-hop; pop music; electro; soul; gospel music; progressive rap; art pop; pop rap; hip-hop soul; chipmunk soul; contemporary R&B,United States,American rapper and record producer
+Karol G,Q22001324,female,solo,reggaeton; Latin pop; Latin R&B,Colombia,Colombian singer and songwriter
+Kate Bush,Q636,female,solo,art pop; progressive pop; singer-songwriter music; baroque pop; experimental pop; art rock; pop rock,United Kingdom,"English singer, pianist and songwriter (born 1958)"
+Katelyn Brown,Q140814175,female,solo,pop music,United States,American singer
+Katy Perry,Q42493,female,solo,pop music; rock music; pop rock; dance music; synth-pop; electropop; gospel music,United States,American singer
+Kehlani,Q20657541,non-binary,solo,contemporary R&B; pop music; neo soul; hip-hop,United States,American singer-songwriter (born 1995)
+Keith Urban,Q315547,male,solo,country music,Australia,Australian-American musician
+Kendrick Lamar,Q130798,male,solo,West Coast hip-hop; progressive rap; alternative hip-hop; jazz rap; conscious hip-hop; gangsta rap; hardcore hip-hop; jazz; pop music,United States,American rapper (born 1987)
+Kenny Chesney,Q467526,male,solo,country music,United States,American country musician
+Kent Jones,Q25190082,male,solo,pop rap; contemporary R&B; pop music,United States,American singer and rapper (born 1993)
+Kesha,Q33605,female,solo,electropop; dance-pop; synth-pop; pop rock; pop rap; rock music; dance music; country music,United States,American singer and songwriter (born 1987)
+Kevin Gates,Q6396353,male,solo,hip-hop; gangsta rap; hardcore hip-hop; dirty south; Southern hip-hop,United States,American rapper
+Kevin Woo,Q6397789,male,solo,K-pop,United States,Korean-American singer
+Khalid,Q28816483,male,solo,contemporary R&B,United States,American singer (born 1998)
+Kid Cudi,Q299138,male,solo,Midwest hip-hop; contemporary R&B; alternative hip-hop; pop rap; alternative rock; trip hop; neo-psychedelia; punk rock; grunge; emo rap; psychedelic rap; psychedelic hip-hop,United States,"American rapper, singer, record producer and actor (born 1984)"
+Kiiara,Q23042767,female,solo,pop music; electropop; alternative R&B; experimental pop,United States,American singer and songwriter
+Kim Petras,Q60964,trans woman,solo,pop music,Germany,German singer
+Kodak Black,Q22005867,male,solo,hip-hop; trap music; SoundCloud rap; gangsta rap; Southern hip-hop; mumble rap,United States,American rapper (born. 1997)
+Koe Wetzel,Q107434048,male,solo,country music; rock music,United States,American musician
+Kygo,Q16845512,male,solo,tropical house; deep house; downtempo; progressive house; house music; electronic dance music,Norway,Norwegian DJ and music producer
+Kyla,Q25190133,female,solo,UK funky,United Kingdom,British singer
+KYLE,Q28606665,male,solo,West Coast hip-hop; pop rap,United States,American rapper and singer
+Lady Gaga,Q19848,female,solo,electropop; dance-pop; electronic dance music; art pop; pop music; synth-pop,United States,"American singer, songwriter, and actress (born 1986)"
+Lainey Wilson,Q106378786,female,solo,country music; folk music,United States,American singer-songwriter
+Latto,Q65029930,female,solo,hip-hop; trap music; pop music; pop rap,United States,American rapper (born 1998)
+Lauren Alaina,Q271796,female,solo,country music; folk music,United States,American singer & songwriter (born 1994)
+Lauren Daigle,Q18685595,female,solo,contemporary Christian music,United States,American singer and songwriter (born 1991)
+Lauren Spencer-Smith,Q110630787,female,solo,pop music,Canada,Canadian singer and songwriter
+Lauv,Q30122224,male,solo,electronic music; pop music,United States,American musician
+Lee Brice,Q1811729,male,solo,country music,United States,American country singer
 Lefty Gunplay,Q131374668,male,solo,hip-hop; West Coast hip-hop; gangsta rap,United States,American rapper
 Leon Thomas,Q714375,male,solo,contemporary R&B; pop music; soul; hip-hop,United States,"American actor, singer, songwriter and producer"
-EJAE,Q135108208,female,solo,K-pop; pop music; contemporary R&B,South Korea,South Korean-American singer and songwriter (born 1991)
-Audrey Nuna,Q105538243,female,solo,K-pop; pop music; hip-hop; contemporary R&B; trap music,United States,South Korean-American singer and rapper
-REI AMI,Q104842557,female,solo,K-pop; pop music; hip-hop; contemporary R&B,South Korea,South Korean singer and rapper
+Lewis Capaldi,Q42315001,male,solo,blue-eyed soul; pop music; pop rock; alternative rock; soft rock,United Kingdom,Scottish singer-songwriter (born 1996)
+Liam Payne,Q2756349,male,solo,pop music; contemporary R&B,United Kingdom,English singer and songwriter (1993–2024)
+Lil Baby,Q50527563,male,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper (born 1994)
+Lil Dicky,Q16876006,male,solo,hip-hop; pop rap; comedy hip-hop,United States,American rapper and comedian (born 1988)
+Lil Durk,Q2899818,male,solo,Midwest hip-hop; trap music; drill; gangsta rap; hardcore hip-hop; Chicago hip-hop; Chicago drill,United States,American rapper
+Lil Mosey,Q55819454,male,solo,hip-hop; pop rap; trap music,United States,American rapper and singer-songwriter
+Lil Nas X,Q62591281,male,solo,hip-hop; pop rap; country rap; trap music; pop music; rock music; pop rock; country music; Southern hip-hop,United States,"American rapper, singer and songwriter (born 1999)"
+Lil Pump,Q38002101,male,solo,hip-hop; trap music; SoundCloud rap; punk rap; Southern hip-hop,United States,American rapper
+Lil Tecca,Q65054660,male,solo,hip-hop; trap music,United States,American rapper and singer-songwriter
+Lil Tjay,Q61670761,male,solo,hip-hop,United States,American rapper
+Lil Uzi Vert,Q23771950,non-binary,solo,hip-hop; emo rap; trap music; SoundCloud rap; punk rap; psychedelic rap; rage; cloud rap; psychedelic hip-hop; East Coast hip-hop,United States,American rapper
+Lil Wayne,Q15615,male,solo,Southern hip-hop; bounce music; gangsta rap; trap music; pop rap; dirty south; hardcore hip-hop,United States,American rapper and singer
+Lil Yachty,Q23772141,male,solo,hip-hop; trap music; pop rap; mumble rap; cloud rap; Southern hip-hop,United States,American rapper and singer
+Lizzo,Q16232225,female,solo,hip-hop; soul; contemporary R&B; gospel music,United States,American singer and rapper (born 1988)
+Logic,Q6667429,male,solo,hip-hop; pop rap; conscious hip-hop; East Coast hip-hop,United States,American rapper from Maryland
 Lola Young,Q115869427,female,solo,pop music; soul; contemporary R&B,United Kingdom,British singer-songwriter (born 2001)
-Ravyn Lenae,Q28962463,female,solo,contemporary R&B; alternative R&B; neo soul,United States,American singer
-The Marías,Q85807852,,group,indie pop; psychedelic soul; dream pop; synth-pop,United States,American band
-BigXthaPlug,Q124750337,male,solo,rapping; hip-hop,United States,American rapper
-Riley Green,Q57418818,male,solo,country music,United States,American singer/songwriter
-Gigi Perez,Q130235359,female,solo,indie folk,United States,American singer-songwriter
-"Tyler, The Creator",Q167635,male,solo,alternative hip-hop; neo soul; West Coast hip-hop; jazz rap; hardcore hip-hop; horrorcore,United States,American rapper and record producer (born 1991)
-sombr,Q133444448,male,solo,alternative pop; bedroom pop,United States,American singer-songwriter
-Zach Top,Q126414316,male,solo,country music,United States,American singer/songwriter
-Sam Barber,Q124428137,male,solo,country music,United States,American singer-songwriter
-Avery Anna,Q131401753,female,solo,pop rock; country music,United States,American singer
-AzChike,Q131417489,male,solo,hip-hop,United States,American rapper
-Andrew Choi,Q15229870,male,solo,K-pop; pop music; contemporary R&B,South Korea,South Korean singer and songwriter
-Neckwav,Q140814188,male,solo,contemporary R&B,South Korea,South Korean R&B singer
-Danny Chung,Q140814119,male,solo,hip-hop; K-pop,United States,"Korean-American rapper, singer and songwriter"
-Kevin Woo,Q6397789,male,solo,K-pop,United States,Korean-American singer
-samUIL Lee,Q140814222,male,solo,J-pop,South Korea,"South Korean singer, songwriter and record producer"
-Jimin,Q20947093,male,solo,K-pop,South Korea,South Korean singer and dancer (BTS)
+Luis Fonsi,Q1387726,male,solo,pop music; Latin pop; ballad; reggaeton,United States,Puerto Rican singer
+Lukas Graham,Q300935,,group,soul; pop music; pop rock; funk,Denmark,Danish band
+Luke Bryan,Q166197,male,solo,country music,United States,American country music singer
+Luke Combs,Q23884740,male,solo,country music,United States,American country singer
+Machine Gun Kelly,Q1354843,male,solo,hip-hop; pop rap; rap rock; pop-punk; alternative rock; alternative hip-hop,United States,American musician (born 1990)
+Maddie,Q54607228,female,solo,country music,United States,"Singer, part of Maddie & Tae"
+Mae Muller,Q83696883,female,solo,pop music; rhythm and blues,United Kingdom,British singer
+Major Lazer,Q2604214,,group,dancehall; moombahton; reggae fusion; trap music; electronic dance music; hip-hop; electro house; rocksteady,United States,Jamaican-American electronic music band
+Maren Morris,Q21622122,female,solo,country music; country pop; folk rock; folk music,United States,American country singer
+Mariah Carey,Q41076,female,solo,contemporary R&B; pop music; adult contemporary music; dance-pop; hip-hop,United States,American singer (born 1969)
 Mariah the Scientist,Q84356665,female,solo,alternative R&B,United States,American singer (born 1997)
-Ella Langley,Q127559972,female,solo,country music,United States,American country singer
-Brandon Lake,Q100314823,male,solo,contemporary Christian music; Christian rock,United States,American Christian musician
-PARTYNEXTDOOR,Q15929398,male,solo,Canadian hip-hop; alternative R&B,Canada,Canadian singer (born 1993)
-Cash Cobain,Q125989634,male,solo,hip-hop; drill; Jersey drill; pop rap; East Coast hip-hop; trap music,United States,American rapper and record producer
-Óscar Maydon,Q130241052,male,solo,corridos tumbados,Mexico,Mexican singer
-Hudson Westbrook,Q134125831,male,solo,country music,United States,American singer
-Kehlani,Q20657541,non-binary,solo,contemporary R&B; pop music; neo soul; hip-hop,United States,American singer-songwriter (born 1995)
+Marian Hill,Q20858093,,group,electronic music,United States,American musical duo
+Maroon 5,Q182223,,group,alternative rock; funk rock; pop rock; pop music,United States,American pop rock band
+Marshmello,Q26334949,male,solo,electronic dance music,United States,American DJ and electronic music producer (born 1992)
+Masked Wolf,Q105490126,male,solo,hip-hop,Australia,Australian rapper
+Mauro Castillo,Q16605580,male,solo,salsa,Colombia,"Colombian singer, composer, and actor"
+MAX,Q1190160,male,solo,pop music,United States,American singer
+Meek Mill,Q1897911,male,solo,East Coast hip-hop; hardcore hip-hop; gangsta rap; trap music; hip-hop,United States,American rapper
+Megan Moroney,Q116786312,female,solo,country music; folk music,United States,American country music singer
+Megan Thee Stallion,Q59268408,female,solo,hip-hop; trap music; dirty rap; pop rap; pop music,United States,"American rapper, singer and songwriter"
+Meghan Trainor,Q17403494,female,solo,pop music; contemporary R&B; dance-pop; soul; doo-wop,United States,American singer-songwriter (born 1993)
+Metro Boomin,Q16235273,male,solo,hip-hop; trap music,United States,American record producer (born 1993)
+Migos,Q15777045,,group,Southern hip-hop; trap music; mumble rap,United States,American hip hop group
+Miguel,Q73463,male,solo,contemporary R&B; alternative R&B; hip-hop; pop music; soul,United States,American R&B singer
+Mike Posner,Q268284,male,solo,pop music,United States,American musician
+Miley Cyrus,Q4235,genderfluid,solo,pop music; country music; pop rock; dance-pop; electropop; rock music; hip-hop; teen pop; country pop,United States,"American singer, actress, and television personality (born 1992)"
+Miranda Lambert,Q231233,female,solo,country music; folk music,United States,American country singer
+MNEK,Q6716905,male,solo,pop music,United Kingdom,British singer
+Moneybagg Yo,Q38459032,male,solo,hip-hop; trap music; gangsta rap; Memphis rap; Southern hip-hop,United States,American rapper from Tennessee
+Mooski,Q113554625,male,solo,hip-hop,United States,Musical artist
+Morgan Wallen,Q29561472,male,solo,country music; country pop; bro-country; country rap,United States,American country singer
+Muni Long,Q7245622,female,solo,contemporary R&B; pop music,United States,American singer
+Murda Beatz,Q27970613,male,solo,hip-hop,Canada,Canadian record producer (born 1994)
+Mustard,Q15941115,male,solo,hip-hop; ratchet music; West Coast hip-hop; contemporary R&B,United States,American record producer
+Myles Smith,Q126076580,male,solo,folk-pop; folk music; pop music; folk rock,United Kingdom,British singer
+Måneskin,Q56884561,,group,pop rock; glam rock,Italy,Italian rock band
+MØ,Q10670047,female,solo,indie pop; electronic music,Kingdom of Denmark,Danish singer and songwriter
+N*E*R*D,Q941293,,group,funk rock; bossa nova; orchestral pop; hip-hop; skate punk,United States,American rock and hip-hop band
+Natanael Cano,Q104904549,male,solo,corridos tumbados; regional Mexican,Mexico,Mexican rapper and singer
+Nate Smith,Q110707312,male,solo,country music; country rock,United States,"American country music singer, musician and songwriter"
+NAV,Q28831246,male,solo,hip-hop; cloud rap; trap music; contemporary R&B,Canada,"Canadian rapper, singer, and record producer (born 1989)"
+Neckwav,Q140814188,male,solo,contemporary R&B,South Korea,South Korean R&B singer
+NEIKED,Q26703294,,group,,Sweden,Swedish artist collective
+Nelly,Q218992,male,solo,Midwest hip-hop; pop rap; contemporary R&B; pop music; country rap; country music,United States,"American rapper, singer and actor (born 1974)"
 Netón Vega,Q129208676,male,solo,regional Mexican; corridos tumbados,Mexico,Mexican singer-songwriter
+NF,Q19571648,male,solo,hip-hop,United States,American rapper from Michigan
+Niall Horan,Q775231,male,solo,pop music; pop rock; folk-pop,Ireland,Irish singer-songwriter
+Nick Jonas,Q201656,male,solo,pop music; rock music; contemporary R&B,United States,"American singer, actor and musician"
+Nicki Minaj,Q162202,female,solo,hip-hop; pop music; contemporary R&B; trap music; dance music,Trinidad and Tobago,Trinidadian rapper (born 1982)
+Nicky Jam,Q1374560,male,solo,reggaeton; Latin trap,United States,American singer
+Nicky Youre,Q112666811,male,solo,indie pop,United States,American singer-songwriter
+Niko Moon,Q67399825,male,solo,country music,United States,musical artist
+Nio García,Q107358694,male,solo,Latin trap; reggaeton,United States,Puerto Rican singer
+NLE Choppa,Q64009351,male,solo,trap music; hip-hop; drill; Memphis rap; gangsta rap; Southern hip-hop,United States,American rapper from Tennessee (born 2002)
+Noah Kahan,Q53832755,male,solo,folk-pop,United States,American singer-songwriter (born 1997)
+Normani,Q28148022,female,solo,pop music; contemporary R&B,United States,American singer and dancer
+O.T. Genasis,Q18623749,male,solo,hip-hop; trap music,United States,American rapper
+Offset,Q30612480,male,solo,hip-hop; trap music; Southern hip-hop,United States,American rapper
+Old Dominion,Q20685018,,group,country pop,United States,American country pop music group (2007–)
+Oliver Anthony Music,Q121391237,male,solo,country music; folk music,United States,American singer-songwriter
+Olivia O'Brien,Q23978275,female,solo,dance-pop; pop music,United States,American singer
+Olivia Rodrigo,Q63243883,female,solo,indie pop; pop music; rock music,United States,American singer and actress (born 2003)
+One Direction,Q146027,,group,dance-pop; teen pop; pop rock,United Kingdom,English-Irish musical group; boy band
+OneRepublic,Q1438730,,group,pop rock; alternative rock; cello rock,United States,American pop rock band
+Ozuna,Q28739901,male,solo,reggaeton; Latin trap; Latin pop; dancehall,United States,Puerto Rican singer
+P!nk,Q160009,female,solo,pop music; pop rock; contemporary R&B,United States,"American singer, songwriter, and actress (born 1979)"
+Panic! At The Disco,Q277551,,group,pop rock; synth-pop; pop-punk; baroque pop; emo pop; alternative rock,United States,American musical group; rock solo project band
+Parker McCollum,Q20684755,male,solo,Americana; country music,United States,American musician
+Parmalee,Q7139162,,group,country music,United States,American country music band
+PARTYNEXTDOOR,Q15929398,male,solo,Canadian hip-hop; alternative R&B,Canada,Canadian singer (born 1993)
+Paul Russell,Q122932071,male,solo,hip-hop; contemporary R&B; pop rap,United States,American singer
+Peso Pluma,Q117242724,male,solo,regional Mexican; corridos tumbados; reggaeton; Latin trap; cumbia norteña mexicana,Mexico,Mexican singer (born 1999)
+Pharrell Williams,Q14313,male,solo,contemporary R&B; hip-hop; pop music; funk; rock music; pop rap,United States,American record producer and songwriter
+Pinkfong,Q55735607,,,children's music,South Korea,Korean children's entertainment brand
+PinkPantheress,Q107570416,female,solo,pop music; bedroom pop; dance music; alternative pop; drum and bass; 2-step garage; jungle; hyperpop,United Kingdom,British singer-songwriter
+Playboi Carti,Q27671080,male,solo,Southern hip-hop; trap music; mumble rap; cloud rap; rage; punk rap; alternative hip-hop; plugg music; lo-fi music; SoundCloud rap,United States,American rapper
+PnB Rock,Q28155029,male,solo,hip-hop; contemporary R&B; trap music; pop music; pop rap,United States,American rapper (1991–2022)
+Polo G,Q62953486,male,solo,hip-hop; drill; trap music; conscious hip-hop; Midwest hip-hop; Chicago hip-hop,United States,American rapper
+Pooh Shiesty,Q105105274,male,solo,trap music; Southern hip-hop; drill; hardcore hip-hop; gangsta rap; Memphis rap,United States,American rapper from Tennessee (born. 1999)
+Pop Smoke,Q81698554,male,solo,East Coast hip-hop; Brooklyn drill; trap music; gangsta rap; drill; hip-hop,United States,American rapper (1999–2020)
+Portugal. The Man,Q606879,,group,pop music; indie rock,United States,American rock band
+Post Malone,Q21621919,male,solo,hip-hop; pop music; country music,United States,American musician (born 1995)
+Powfu,Q89069821,male,solo,hip-hop; lo-fi music; power pop; rock music,Canada,Canadian rapper and singer
+Project Pat,Q593741,male,solo,Memphis rap; gangsta rap; hardcore hip-hop; Southern hip-hop; crunk; dirty south; trap music; horrorcore,United States,American rapper
+Quavo,Q30072039,male,solo,hip-hop; trap music,United States,American rapper
+Rae Sremmurd,Q18123226,,group,hip-hop; trap music; pop music; pop rap,United States,American hip hop duo
+Rauw Alejandro,Q61586861,male,solo,contemporary R&B; urban contemporary; Latin R&B; reggaeton; Latin trap; Latin pop; salsa,United States,Puerto Rican singer and songwriter
+Ravyn Lenae,Q28962463,female,solo,contemporary R&B; alternative R&B; neo soul,United States,American singer
+RAYE,Q28071144,female,solo,contemporary R&B,United Kingdom,British singer-songwriter
+REI AMI,Q104842557,female,solo,K-pop; pop music; hip-hop; contemporary R&B,South Korea,South Korean singer and rapper
+Rema,Q65071082,male,solo,Afrobeats,Nigeria,Nigerian singer-songwriter and rapper (2000–)
+Remy Boyz,Q63405888,,group,hip-hop,United States,musical group
+Remy Ma,Q275437,female,solo,East Coast hip-hop,United States,American rapper
+Rhenzy Feliz,Q34344805,male,solo,,United States,American actor
+Rich The Kid,Q18637908,male,solo,hip-hop; trap music; mumble rap; plugg music; Southern hip-hop,United States,American rapper
+Rick Ross,Q297831,male,solo,Southern hip-hop; gangsta rap; mafioso rap; trap music; hardcore hip-hop; dirty south,United States,American rapper and record executive
+Rihanna,Q36844,female,solo,pop music; dancehall; contemporary R&B; electronic dance music; adult contemporary music,Barbados,Barbadian singer (born 1988)
+Riley Green,Q57418818,male,solo,country music,United States,American singer/songwriter
+Ritt Momney,Q105105308,male,solo,folk music; indie pop; synth-pop,United States,American singer-songwriter from Utah
+Rod Wave,Q78754352,male,solo,hip-hop; contemporary R&B; soul; trap music,United States,American rapper and singer-songwriter (born 1998)
+Roddy Ricch,Q59209423,male,solo,West Coast hip-hop; trap music; pop rap; gangsta rap; hardcore hip-hop; hip-hop,United States,American rapper (born 1998)
+ROSÉ,Q27655344,female,solo,K-pop; dance-pop; hip-hop; electronic dance music,New Zealand,South Korean-New Zealand singer (born 1997)
+Rozes,Q22955580,female,solo,pop music; dance music; electronic dance music,United States,American singer
+Russell Dickerson,Q24572267,male,solo,country music,United States,American country singer-songwriter
+Ruth B,Q22056665,female,solo,pop music,Canada,Canadian singer-songwriter
+Ryan Hurd,Q42224127,male,solo,country music,United States,American country singer
+Sabrina Carpenter,Q7396400,female,solo,pop music; teen pop; dance-pop; contemporary R&B; electropop; country pop,United States,American singer-songwriter and actress (born 1999)
+SAINt JHN,Q52274581,male,solo,hip-hop; trap music; contemporary R&B,United States,Guyanese-American rapper and singer
+Sam Barber,Q124428137,male,solo,country music,United States,American singer-songwriter
+Sam Hunt,Q16223171,male,solo,country music,United States,American singer and songwriter
+Sam Smith,Q15123969,non-binary,solo,soul; contemporary R&B; pop music; rhythm and blues,United Kingdom,British singer-songwriter
+Sam Tompkins,Q112155955,male,solo,pop music,United Kingdom,British singer-songwriter
+samUIL Lee,Q140814222,male,solo,J-pop,South Korea,"South Korean singer, songwriter and record producer"
+Saweetie,Q50486592,female,solo,hip-hop,United States,American rapper (born 1993)
+Scotty McCreery,Q255969,male,solo,country music,United States,American country music singer
+Sean Paul,Q200577,male,solo,dancehall; pop music,Jamaica,Jamaican dancehall singer and rapper (born 1973)
+Selena Gomez,Q83287,female,solo,pop music; dance-pop; electropop; pop rock; contemporary R&B; alternative R&B,United States,American singer and actress (born 1992)
+Sexyy Red,Q119842023,female,solo,hip-hop; trap music; dirty rap; Midwest hip-hop,United States,American rapper (born 1998)
+Shaboozey,Q125295750,male,solo,alternative country; country music; hip-hop; Americana,United States,American singer (born 1995)
+SHAED,Q60643444,,group,electropop; indie pop,United States,American musical group
+Shakira,Q34424,female,solo,pop music; Latin pop; pop rock; Latin rock; dance music; folk music; world music; contemporary R&B; rock music,Spain,"Colombian singer, songwriter, and actress"
+Shawn Mendes,Q17198340,male,solo,folk-pop; pop music; pop rock,Canada,Canadian singer
+Shay Mooney,Q116536996,male,solo,country music,United States,"American musician and songwriter, part of Dan + Shay"
+Sheck Wes,Q56513324,male,solo,East Coast hip-hop; trap music,United States,American rapper (born 1998)
+Sia,Q181484,female,solo,electropop; indie pop,Australia,Australian singer and songwriter (born 1975)
+Silentó,Q20354248,male,solo,hip-hop; pop rap; trap music; comedy hip-hop; snap music; pop music,United States,American rapper and singer (born 1998)
+Skip Marley,Q21621948,male,solo,reggae; pop music; hip-hop; rock music,Jamaica,Jamaican singer and songwriter
+Snow,Q94708,male,solo,dancehall; reggae; hip-hop; reggae fusion,Canada,Canadian dancehall rapper (born 1969)
+Social House,Q65117469,,group,pop music,United States,American pop duo
+sombr,Q133444448,male,solo,alternative pop; bedroom pop,United States,American singer-songwriter
+SpotemGottem,Q105105325,male,solo,mumble rap; trap music; drill; Southern hip-hop,United States,American rapper
+StaySolidRocky,Q95918251,male,solo,hip-hop,United States,American rapper
+Stephanie Beatriz,Q16832110,female,solo,,United States,Argentine-American actress
+Stephen Sanchez,Q113023532,male,solo,pop music,United States,American singer-songwriter
+Steve Lacy,Q56733980,male,solo,alternative R&B,United States,"American singer, songwriter, guitarist, and record producer (born 1998)"
+Summer Walker,Q61959478,female,solo,contemporary R&B,United States,American R&B singer
+Surf Mesa,Q93771412,male,solo,tropical house,United States,American record producer and multi-instrumentalist
+Surfaces,Q76330429,,group,pop music,United States,American musical duo
+Swae Lee,Q30103025,male,solo,hip-hop; trap music,United States,American rapper and singer-songwriter (born 1993)
+SZA,Q16210722,female,solo,contemporary R&B; alternative R&B; neo soul; pop music; hip-hop,United States,American singer
+Tae,Q54607285,female,solo,country music,United States,"Singer, part of Maddie & Tae"
+Tate McRae,Q95129121,female,solo,pop music; alternative pop; dance-pop,Canada,"Canadian singer, songwriter, and dancer"
+Taylor Swift,Q26876,female,solo,pop music; country music,United States,American singer-songwriter (born 1989)
+Teddy Swims,Q105542333,male,solo,country music; pop music; rhythm and blues; soul,United States,American singer-songwriter
+Tems,Q72759173,female,solo,alternative R&B; Afrobeats,Nigeria,Nigerian singer-songwriter (born 1995)
+Teo,Q55860035,male,solo,hip-hop,United States,American singer and dancer
+The Chainsmokers,Q7721993,,group,electronic dance music,United States,American electronic music duo
+The Kid LAROI,Q82890761,male,solo,Australian hip-hop; contemporary R&B; pop music; emo rap,Australia,Australian rapper and singer (born 2003)
+The Marías,Q85807852,,group,indie pop; psychedelic soul; dream pop; synth-pop,United States,American band
+The Weeknd,Q2121062,male,solo,alternative R&B; pop music; electropop,Canada,Canadian singer and songwriter (born 1990)
+Thomas Rhett,Q7793491,male,solo,country music,United States,American country singer
+Tim McGraw,Q356487,male,solo,country music,United States,American country singer and actor (born 1967)
+Tommy Richman,Q125778611,male,solo,pop rap; contemporary R&B,United States,American singer
+Tones And I,Q62887629,female,solo,indie pop; electronic dance music; pop music,Australia,"Australian singer, songwriter and record producer"
+Toosii,Q106725126,male,solo,hip-hop,United States,American rapper from New York
+Tory Lanez,Q18353558,male,solo,hip-hop; contemporary R&B,Canada,Canadian rapper and singer (born 1992)
+Tove Lo,Q15948790,female,solo,pop music; indie pop; synth-pop; electropop,Sweden,Swedish singer
+Travis Scott,Q13605596,male,solo,hip-hop; trap music; pop rap; psychedelic rap; rock music; Southern hip-hop; contemporary R&B; psychedelic music; pop rock; alternative rock; alternative hip-hop; alternative R&B; psychedelic rock; psychedelic hip-hop,United States,"American rapper, singer and record producer"
+Trevor Daniel,Q81738417,male,solo,contemporary R&B; pop music,United States,American singer-songwriter
+Tucker Wetmore,Q124754909,male,solo,country music,United States,American country music artist
+twenty one pilots,Q7857806,,group,reggae; alternative rock; electropop; alternative hip-hop; rap rock; indie pop; pop rock,United States,American musical duo
+Ty Dolla $ign,Q7859785,male,solo,contemporary R&B; West Coast hip-hop; trap music; hip-hop,United States,American singer and rapper (born 1982)
+Tyga,Q358087,male,solo,West Coast hip-hop; pop rap,United States,American rapper
+Tyla,Q118105408,female,solo,contemporary R&B; pop music; Amapiano; new jack swing,South Africa,South African singer-songwriter
+Tyler Cole,Q140814245,male,solo,,United States,"American singer, songwriter and record producer"
+Tyler Hubbard,Q20740966,male,solo,country music,United States,American singer
+"Tyler, The Creator",Q167635,male,solo,alternative hip-hop; neo soul; West Coast hip-hop; jazz rap; hardcore hip-hop; horrorcore,United States,American rapper and record producer (born 1991)
+Usher,Q165911,male,solo,contemporary R&B; pop music; soul; hip-hop; dance music; dance-pop; crunk,United States,American R&B singer (born 1978)
+Victoria Monét,Q19864989,female,solo,pop music; contemporary R&B; hip-hop,United States,American singer and songwriter (born 1989)
+Walker Hayes,Q7962267,male,solo,country music,United States,American musician
+Warren Zeiders,Q120986980,male,solo,country music,United States,American country musician
+Wham!,Q744087,,group,pop music; new wave; blue-eyed soul,United Kingdom,British pop band
+WILLOW,Q298209,female,solo,indie pop; alternative R&B; experimental pop; neo soul; hip-hop; electronic dance music; pop music; dream pop; contemporary R&B; rock music; indie rock; progressive rock; pop-punk; alternative rock; alternative pop; jazz,United States,American singer and actress (born 2000)
+Willy William,Q17016749,male,solo,house music; reggaeton; zouk,France,"French DJ, record producer, and singer (born 1981)"
+Wiz Khalifa,Q117139,male,solo,East Coast hip-hop; pop rap,United States,"American rapper, singer and actor (born 1987)"
+Wizkid,Q16233663,male,solo,Afrobeats; dancehall; rhythm and blues,Nigeria,Nigerian singer and songwriter (born 1990)
+X Ambassadors,Q15963313,,group,alternative rock,United States,"American rock band from Ithaca, New York"
+Xavi,Q124219723,male,solo,regional Mexican; corridos tumbados,United States,American singer
+XXXTENTACION,Q28561969,male,solo,hip-hop; emo rap; SoundCloud rap; rap rock; lo-fi music; hardcore hip-hop; alternative rock; lofi hip-hop; indie rock; nu metal; cloud rap; trap music; hardcore punk; trap metal; punk rock; rock music; rap metal; alternative R&B; contemporary R&B; punk rap; heavy metal music,United States,American rapper (1998–2018)
+Yeat,Q108761978,male,solo,experimental hip-hop; rage; trap music,United States,"American rapper, singer-songwriter, and record producer (born 2000)"
+YFN Lucci,Q28000403,male,solo,hip-hop,United States,American rapper (born 1991)
+YG,Q3076050,male,solo,West Coast hip-hop; gangsta rap; dirty rap; hardcore hip-hop,United States,American rapper and actor
+YK Osiris,Q66095815,male,solo,contemporary R&B; hip-hop,United States,"American rapper, singer, and songwriter"
+Yng Lvcas,Q117834547,male,solo,reggaeton,Mexico,Mexican singer and rapper
+YNW Melly,Q56276347,male,solo,Southern hip-hop; trap music; contemporary R&B; gangsta rap; drill; hardcore hip-hop,United States,American rapper
+Yo Gotti,Q586919,male,solo,Southern hip-hop; trap music; dirty south; hardcore hip-hop; gangsta rap; Memphis rap,United States,American rapper
+Young Dolph,Q23541285,male,solo,Southern hip-hop; gangsta rap; trap music; Memphis rap; dirty south; hardcore hip-hop,United States,American rapper (1985–2021)
+Young Nudy,Q62036530,male,solo,hip-hop,United States,American rapper (born 1992)
+Young Thug,Q15637814,male,solo,Southern hip-hop; trap music; mumble rap; progressive rap; SoundCloud rap,United States,American rapper and singer
+YoungBoy Never Broke Again,Q36490532,male,solo,hip-hop; Southern hip-hop; gangsta rap; trap music,United States,American rapper (born 1999)
+Yung Bleu,Q105105248,male,solo,contemporary R&B; hip-hop,United States,American rapper and singer
+Zacari,Q68593407,male,solo,contemporary R&B; hip-hop; alternative hip-hop; alternative R&B,United States,"American singer, songwriter, and multi-instrumentalist (born 1994)"
+Zach Bryan,Q106770023,male,solo,alternative country; red dirt; country music,United States,American country musician
+Zach Top,Q126414316,male,solo,country music,United States,American singer/songwriter
+Zara Larsson,Q4177928,female,solo,dance-pop; pop music; electropop,Sweden,Swedish singer and songwriter (born 1997)
+Zay Hilfigerrr,Q55859289,male,solo,hip-hop,United States,American rapper
+Zayion McCall,Q55859293,male,solo,hip-hop,United States,
+Zayn,Q3626950,male,solo,pop music; contemporary R&B; dance-pop; alternative R&B,United Kingdom,English singer
+Zedd,Q21088,male,solo,electronic dance music; house music; electro house,Russia,German electronic music producer (born 1989)
+Óscar Maydon,Q130241052,male,solo,corridos tumbados,Mexico,Mexican singer
diff --git a/tools/src/pop_fem_audit_tools/fetch_artists.py b/tools/src/pop_fem_audit_tools/fetch_artists.py
index af55cb3..8308b80 100644
--- a/tools/src/pop_fem_audit_tools/fetch_artists.py
+++ b/tools/src/pop_fem_audit_tools/fetch_artists.py
@@ -20,6 +20,7 @@ import argparse
 import csv
 import enum
 import json
+import os
 import sys
 import time
 import urllib.error
@@ -28,7 +29,7 @@ import urllib.request
 from collections.abc import Sequence
 from dataclasses import asdict, dataclass, field, fields
 from pathlib import Path
-from typing import Any, Literal
+from typing import Any, Literal, TextIO
 
 import sqlalchemy as sa
 from sqlalchemy.orm import Session
@@ -704,20 +705,16 @@ class ArtistFetcher:
         return uri.rsplit("/", 1)[-1]
 
 
-def read_snapshot_names(path: Path) -> set[str]:
-    """Read the artist names already in the snapshot CSV file.
+def read_snapshot_rows(file: TextIO) -> list[dict[str, str]]:
+    """Read the current rows of a snapshot CSV file handle.
 
-    :param path: The Wikidata artist snapshot CSV file.
-    :return: The artist names, or an empty set when the file is
-        missing.
+    :param file: The open, seekable snapshot CSV file.
+    :return: The rows, keyed by the column name.
     :raises OSError: When the file cannot be read.
     """
-    if not path.exists():
-        return set()
-    with open(path, encoding="utf-8",
-              newline="") as file:
-        reader: csv.DictReader[str] = csv.DictReader(file)
-        return {x["name"] for x in reader}
+    file.seek(0)
+    reader: csv.DictReader[str] = csv.DictReader(file)
+    return list(reader)
 
 
 def read_artist_titles(session: Session,
@@ -737,26 +734,52 @@ def read_artist_titles(session: Session,
     return list(dict.fromkeys(titles))
 
 
-def append_row(path: Path, snapshot: ArtistSnapshot) -> None:
-    """Append a snapshot row to the snapshot CSV file.
+def ensure_snapshot_header(file: TextIO) -> None:
+    """Write the snapshot CSV header row if the file is empty.
 
-    The CSV file is created with the header row when missing; the
-    existing rows are preserved.
+    :param file: The open, seekable snapshot CSV file.
+    :return: None.
+    :raises OSError: When the file cannot be written.
+    """
+    file.seek(0, os.SEEK_END)
+    if file.tell() == 0:
+        csv.writer(file).writerow(SNAPSHOT_FIELDS)
+        file.flush()
 
-    :param path: The Wikidata artist snapshot CSV file.
+
+def append_row(file: TextIO, snapshot: ArtistSnapshot) -> None:
+    """Append a snapshot row to a snapshot CSV file handle.
+
+    :param file: The open snapshot CSV file, opened for append.
     :param snapshot: The snapshot of an artist.
     :return: None.
     :raises OSError: When the file cannot be written.
     """
-    is_new: bool = not path.exists()
-    path.parent.mkdir(parents=True, exist_ok=True)
-    with open(path, "a", encoding="utf-8",
-              newline="") as file:
-        writer: csv.DictWriter[str] = csv.DictWriter(
-            file, SNAPSHOT_FIELDS)
-        if is_new:
-            writer.writeheader()
-        writer.writerow(snapshot.to_row())
+    csv.DictWriter(file, SNAPSHOT_FIELDS).writerow(
+        snapshot.to_row())
+    file.flush()
+
+
+def write_snapshot(file: TextIO) -> None:
+    """Rewrite a snapshot CSV file handle sorted by artist name.
+
+    Reads back the current rows and rewrites the header and the
+    rows ordered by the case-folded artist name, matching the
+    convention of the derived ``artists.csv``.
+
+    :param file: The open, seekable snapshot CSV file.
+    :return: None.
+    :raises OSError: When the file cannot be read or written.
+    """
+    ordered: list[dict[str, str]] = sorted(
+        read_snapshot_rows(file),
+        key=lambda row: row["name"].casefold())
+    file.seek(0)
+    file.truncate()
+    writer: csv.DictWriter[str] = csv.DictWriter(
+        file, SNAPSHOT_FIELDS)
+    writer.writeheader()
+    writer.writerows(ordered)
 
 
 def format_duration(seconds: float) -> str:
@@ -795,29 +818,36 @@ def main(argv: list[str] | None = None) -> int:
     skipped: int = 0
     session: Session = ds.get_db()
     try:
-        done: set[str] = read_snapshot_names(args.wikidata_csv)
-        artist: Artist
-        for artist in session.scalars(
-                sa.select(Artist).order_by(Artist.id)):
-            if artist.name in done:
-                skipped += 1
-                continue
-            titles: list[str] = read_artist_titles(
-                session, artist.id)
-            snapshot: ArtistSnapshot = fetcher.fetch(
-                artist.name, titles)
-            append_row(args.wikidata_csv, snapshot)
-            status: str = snapshot.qid
-            if snapshot.note == NOTE_NOT_FOUND:
-                not_found += 1
-                status = "not found"
-            elif snapshot.note.startswith("error: "):
-                errors += 1
-                status = snapshot.note
-            else:
-                fetched += 1
-            print(f"artist \"{artist.name}\": {status}",
-                  file=sys.stderr)
+        args.wikidata_csv.parent.mkdir(
+            parents=True, exist_ok=True)
+        with open(args.wikidata_csv, "a+", encoding="utf-8",
+                  newline="") as csv_file:
+            done: set[str] = {x["name"] for x in
+                              read_snapshot_rows(csv_file)}
+            ensure_snapshot_header(csv_file)
+            artist: Artist
+            for artist in session.scalars(
+                    sa.select(Artist).order_by(Artist.id)):
+                if artist.name in done:
+                    skipped += 1
+                    continue
+                titles: list[str] = read_artist_titles(
+                    session, artist.id)
+                snapshot: ArtistSnapshot = fetcher.fetch(
+                    artist.name, titles)
+                append_row(csv_file, snapshot)
+                status: str = snapshot.qid
+                if snapshot.note == NOTE_NOT_FOUND:
+                    not_found += 1
+                    status = "not found"
+                elif snapshot.note.startswith("error: "):
+                    errors += 1
+                    status = snapshot.note
+                else:
+                    fetched += 1
+                print(f"artist \"{artist.name}\": {status}",
+                      file=sys.stderr)
+            write_snapshot(csv_file)
     except (OSError, sa.exc.SQLAlchemyError) as error:
         print(f"error: {error}", file=sys.stderr)
         return 1
diff --git a/tools/tests/test_fetch_artists.py b/tools/tests/test_fetch_artists.py
index 85b44af..9ba1a18 100644
--- a/tools/tests/test_fetch_artists.py
+++ b/tools/tests/test_fetch_artists.py
@@ -260,6 +260,25 @@ class TestFetchArtists(unittest.TestCase):
             "United Kingdom", "English singer"])
         self.__assert_summary(stderr, 1, 1)
 
+    def test_full_run_sorted_by_name(self) -> None:
+        """Test that a full run writes rows sorted by artist
+        name, not by the artist ID order."""
+        self.__seed(["Zed", "Amy", "Mia"])
+        empty: dict[str, Any] = self.__sparql([])
+        urlopen: mock.Mock
+        with mock.patch(
+                "urllib.request.urlopen",
+                side_effect=[self.__response(empty),
+                             self.__response(empty),
+                             self.__response(empty)]) as urlopen:
+            status: int = self.__run_fetch()[0]
+        self.assertEqual(status, 0)
+        self.assertEqual(urlopen.call_count, 3)
+        rows: list[list[str]] = self.__read_rows(
+            self.__snapshot)
+        self.assertEqual(
+            [x[0] for x in rows[1:]], ["Amy", "Mia", "Zed"])
+
     def test_pinned_qid_skips_search(self) -> None:
         """Test that a pinned name short-circuits the search."""
         self.__seed(["Pinkfong"])
@@ -506,6 +525,57 @@ class TestFetchArtists(unittest.TestCase):
             "Nobody", "", "", "", "", "", "not found"])
         self.__assert_summary(stderr, 0, 1)
 
+    def test_topup_inserts_sorted_position(self) -> None:
+        """Test that a top-up inserts the new row in its sorted
+        position, not appended at the end of the file."""
+        self.__seed(["Amy", "Mia", "Zed"])
+        snapshot: Path = self.__snapshot
+        amy_row: list[str] = [
+            "Amy", "Q1", "", "", "", "", "not found"]
+        zed_row: list[str] = [
+            "Zed", "Q2", "", "", "", "", "not found"]
+        with open(snapshot, "w", encoding="utf-8",
+                  newline="") as file:
+            writer: Any = csv.writer(file)
+            writer.writerow(self.HEADER)
+            writer.writerow(amy_row)
+            writer.writerow(zed_row)
+        empty: dict[str, Any] = self.__sparql([])
+        urlopen: mock.Mock
+        with mock.patch(
+                "urllib.request.urlopen",
+                side_effect=[self.__response(empty)]) as urlopen:
+            status: int = self.__run_fetch()[0]
+        self.assertEqual(status, 0)
+        self.assertEqual(urlopen.call_count, 1)
+        rows: list[list[str]] = self.__read_rows(snapshot)
+        self.assertEqual(
+            [x[0] for x in rows[1:]], ["Amy", "Mia", "Zed"])
+        self.assertEqual(rows[1], amy_row)
+        self.assertEqual(rows[3], zed_row)
+
+    def test_crash_mid_run_leaves_partial_rows(self) -> None:
+        """Test that a crash mid-run leaves the already-fetched
+        rows on disk for a later top-up run to resume from."""
+        self.__seed(["Alpha", "Zulu"])
+        empty: dict[str, Any] = self.__sparql([])
+        urlopen: mock.Mock
+        with (mock.patch(
+                "urllib.request.urlopen",
+                side_effect=[self.__response(empty)]) as urlopen,
+              mock.patch.object(
+                  fetch_artists, "read_artist_titles",
+                  side_effect=[[], OSError("boom")])):
+            status: int = self.__run_fetch()[0]
+        self.assertNotEqual(status, 0)
+        self.assertEqual(urlopen.call_count, 1)
+        rows: list[list[str]] = self.__read_rows(
+            self.__snapshot)
+        self.assertEqual(len(rows), 2)
+        self.assertEqual(rows[0], self.HEADER)
+        self.assertEqual(rows[1], [
+            "Alpha", "", "", "", "", "", "not found"])
+
     def test_no_store_fails(self) -> None:
         """Test that a missing working store fails the run."""
         urlopen: mock.Mock