- Frank Sinatra (9,088,975 followers) christmas, big band, adult standards, swing music, jazz, vocal jazz
- Louis Armstrong (3,431,858 followers) jazz, swing music, vocal jazz, big band
- Ella Fitzgerald (2,876,804 followers) jazz, vocal jazz, swing music, big band, christmas
- Billie Holiday (2,165,939 followers) jazz, vocal jazz, big band, swing music
- Dean Martin (2,118,541 followers) christmas, adult standards, big band, swing music
- Scott Bradlee's Postmodern Jukebox (1,245,978 followers) swing music, jazz pop, electro swing
- Caravan Palace (1,199,926 followers) electro swing, swing music, nu jazz
- Parov Stelar (1,145,984 followers) electro swing, swing music, nu jazz
- Duke Ellington (1,011,939 followers) jazz, big band, swing music, cool jazz, jazz ballads
- Bobby Darin (664,984 followers) big band, adult standards, swing music, doo-wop
- Glenn Miller (608,308 followers) big band, swing music, jazz
- Sammy Davis Jr. (561,407 followers) big band, adult standards, swing music, vocal jazz
- Peggy Lee (550,710 followers) vocal jazz, swing music, big band, jazz
- Dinah Washington (539,701 followers) vocal jazz, jazz, swing music
- Django Reinhardt (453,045 followers) swing music, jazz, french jazz, ragtime
- Count Basie (438,761 followers) big band, swing music, jazz, vocal jazz
- Benny Goodman (436,699 followers) big band, swing music, jazz, ragtime
- Caro Emerald (418,864 followers) electro swing, swing music
- Richard Cheese (351,560 followers) comedy, swing music
- Louis Prima (247,280 followers) swing music, big band
- The Andrews Sisters (239,386 followers) christmas, big band, swing music
- Sister Rosetta Tharpe (209,986 followers) traditional gospel, blues, classic blues, swing music, roots rock
- Fred Astaire (188,102 followers) big band, swing music, adult standards
- Big Bad Voodoo Daddy (184,548 followers) swing music, big band, electro swing, rockabilly
- Diablo Swing Orchestra (180,286 followers) avant-garde, symphonic metal, progressive metal, electro swing, swing music, gothic metal
- Cab Calloway (168,408 followers) big band, swing music, ragtime, jazz
- Roger Cicero (165,940 followers) german pop, swing music
- Cole Porter (164,954 followers) big band, swing music
- Tommy Dorsey (161,817 followers) big band, swing music, adult standards
- Coleman Hawkins (159,621 followers) jazz, jazz ballads, bebop, cool jazz, hard bop, swing music
- Waldeck (156,002 followers) electro swing, nu jazz, trip hop, downtempo, swing music
- Sidney Bechet (150,630 followers) jazz, swing music, ragtime, big band
- Glenn Miller Orchestra (147,151 followers) big band, swing music, jazz
- Fats Waller (145,946 followers) ragtime, swing music, big band, jazz
- Squirrel Nut Zippers (134,581 followers) swing music, big band
- Harry James (133,659 followers) big band, swing music, jazz
- Proleter (127,696 followers) electro swing, swing music, nu jazz
- Artie Shaw (125,784 followers) big band, swing music, jazz, ragtime
- Club des Belugas (121,651 followers) nu jazz, electro swing, acid jazz, swing music, lounge
- The Mills Brothers (117,783 followers) big band, adult standards, swing music
- The Brian Setzer Orchestra (115,937 followers) rockabilly, swing music, big band, christmas, boogie-woogie
- Brian Setzer (105,334 followers) rockabilly, psychobilly, swing music
- Anita O'Day (101,434 followers) vocal jazz, jazz, big band, swing music, jazz ballads
- Preservation Hall Jazz Band (91,825 followers) brass band, swing music, ragtime, cajun, jazz
- The Electric Swing Circus (82,294 followers) electro swing, swing music, nu jazz
- Jamie Berry (81,164 followers) electro swing, swing music, nu jazz
- Tucka (80,242 followers) zydeco, blues, footwork, soul blues, swing music, new orleans bounce
- Tape Five (78,210 followers) electro swing, swing music, nu jazz
- Lionel Hampton (76,954 followers) swing music, big band, jazz
- Swing Republic (74,925 followers) electro swing, swing music, nu jazz
- Stéphane Grappelli (71,248 followers) french jazz, jazz, swing music
- Cherry Poppin' Daddies (70,233 followers) swing music, big band, rockabilly, electro swing, ska punk
- The Puppini Sisters (69,803 followers) swing music, electro swing, christmas
- Count Basie Orchestra (66,246 followers) big band, swing music, jazz
- Swingrowers (65,101 followers) electro swing, swing music, nu jazz
- Robyn Adele Anderson (63,415 followers) swing music
- Jimmy Dorsey (61,780 followers) big band, swing music, polka
- Louis Jordan (60,852 followers) classic blues, swing music, boogie-woogie, big band, roots rock
- Benny Goodman Quartet (60,329 followers) big band, swing music, jazz, ragtime
- LaVern Baker (58,616 followers) swing music, boogie-woogie, doo-wop, rockabilly
- Ruth Brown (57,958 followers) boogie-woogie, swing music, rockabilly, blues
- Big Joe Turner (55,811 followers) boogie-woogie, rockabilly, classic blues, swing music, roots rock, doo-wop, boogie, rock and roll
- Joe Williams (55,807 followers) vocal jazz, big band, swing music, jazz
- Gene Krupa (55,160 followers) big band, swing music, jazz
- Johnny Hodges (53,898 followers) jazz, jazz ballads, swing music, cool jazz
- Jelly Roll Morton (53,341 followers) ragtime, jazz, swing music
- Lyre Le Temps (53,204 followers) electro swing, swing music, nu jazz
- Tuba Skinny (51,953 followers) ragtime, swing music, jazz
- The Speakeasies' Swing Band! (50,881 followers) swing music, electro swing
- Smokey Joe & The Kid (50,751 followers) electro swing, swing music, nu jazz
- Tatiana Eva-Marie (50,131 followers) french jazz, swing music
- The Hot Sardines (49,222 followers) swing music, jazz, french jazz
- Teddy Wilson (49,013 followers) jazz, big band, swing music, hard bop
- Royal Crown Revue (48,631 followers) swing music, big band, electro swing, rockabilly
- Jools Holland (48,529 followers) boogie-woogie, big band, swing music
- Benny Goodman Trio (48,527 followers) big band, swing music, jazz
- Johnny Mercer (46,871 followers) big band, swing music
- Charlie Christian (46,029 followers) bebop, swing music, big band, jazz
- Catherine Russell (42,746 followers) vocal jazz, swing music, jazz
- Cosimo and the Hot Coals (42,605 followers) swing music
- Jules Gaia (41,824 followers) electro swing, swing music
- Benny Goodman Sextet (40,694 followers) big band, swing music
- June Christy (40,062 followers) vocal jazz, big band, cool jazz, swing music
- Kormac (39,923 followers) electro swing, swing music, nu jazz
- Bix Beiderbecke (37,373 followers) ragtime, big band, jazz, swing music
- Joscho Stephan (37,267 followers) swing music, french jazz
- Joan Chamorro (35,946 followers) jazz, vocal jazz, bossa nova, swing music, big band, brazilian jazz
- Jimmy Dorsey & His Orchestra (35,598 followers) big band, swing music
- The Rosenberg Trio (35,569 followers) swing music, french jazz
- Earl Hines (34,978 followers) swing music, jazz, ragtime, big band, jazz ballads, hard bop, boogie-woogie
- Benny Carter (34,961 followers) big band, jazz, swing music, cool jazz, jazz ballads
- Parov Stelar Trio (34,857 followers) electro swing, swing music, nu jazz
- Tommy Dorsey Orchestra (34,788 followers) big band, swing music
- Bob Crosby & The Bob Cats (34,223 followers) big band, swing music
- Wolfgang Lohr (33,227 followers) electro swing, swing music, nu jazz
- The Lost Fingers (33,213 followers) electro swing, swing music
- Cab Calloway & His Orchestra (33,073 followers) big band, swing music, ragtime
- Woody Herman (32,852 followers) big band, swing music, jazz, cool jazz
- The Boswell Sisters (31,667 followers) big band, swing music, ragtime, vocal jazz
- 11 Acorn Lane (31,176 followers) electro swing, swing music