- Frank Sinatra (8,732,038 followers) christmas, big band, adult standards, swing music, jazz, vocal jazz
- Louis Armstrong (3,324,873 followers) jazz, swing music, vocal jazz, big band
- Ella Fitzgerald (2,800,615 followers) jazz, vocal jazz, swing music, big band, christmas
- Billie Holiday (2,114,852 followers) jazz, vocal jazz, big band, swing music
- Dean Martin (2,036,556 followers) christmas, adult standards, big band, swing music
- Scott Bradlee's Postmodern Jukebox (1,225,670 followers) swing music, jazz pop, electro swing
- Caravan Palace (1,175,007 followers) electro swing, swing music, nu jazz
- Parov Stelar (1,121,978 followers) electro swing, swing music, nu jazz
- Duke Ellington (988,229 followers) jazz, big band, swing music, cool jazz, jazz ballads
- Bobby Darin (639,568 followers) big band, adult standards, swing music, doo-wop
- Glenn Miller (591,348 followers) big band, swing music, jazz
- Sammy Davis Jr. (550,877 followers) big band, swing music, adult standards, vocal jazz
- Peggy Lee (529,014 followers) vocal jazz, swing music, big band, jazz
- Django Reinhardt (442,576 followers) swing music, jazz, french jazz, ragtime, big band
- Benny Goodman (425,617 followers) big band, swing music, jazz, ragtime
- Count Basie (419,708 followers) big band, swing music, jazz, vocal jazz
- Caro Emerald (407,793 followers) electro swing, swing music
- Richard Cheese (343,538 followers) comedy, swing music
- Louis Prima (238,158 followers) swing music, big band
- The Andrews Sisters (232,345 followers) christmas, big band, swing music
- Fred Astaire (181,506 followers) big band, swing music, adult standards
- Big Bad Voodoo Daddy (178,447 followers) swing music, big band, electro swing, rockabilly
- Diablo Swing Orchestra (176,518 followers) avant-garde, symphonic metal, progressive metal, electro swing, swing music, gothic metal
- Roger Cicero (164,581 followers) german pop, swing music
- Cab Calloway (162,925 followers) big band, swing music, ragtime
- Cole Porter (161,052 followers) big band, swing music
- Tommy Dorsey (156,128 followers) big band, swing music, adult standards
- Waldeck (152,444 followers) electro swing, nu jazz, trip hop, downtempo, swing music
- Sidney Bechet (146,568 followers) jazz, swing music, ragtime
- Fats Waller (142,098 followers) swing music, ragtime, big band, jazz
- Glenn Miller Orchestra (140,516 followers) big band, swing music
- Squirrel Nut Zippers (129,506 followers) swing music, big band
- Proleter (125,805 followers) electro swing, swing music, nu jazz
- Harry James (125,063 followers) big band, swing music, jazz
- Artie Shaw (121,844 followers) big band, swing music, jazz
- Club des Belugas (116,682 followers) nu jazz, electro swing, acid jazz, swing music, lounge
- The Mills Brothers (113,668 followers) big band, adult standards, swing music
- The Brian Setzer Orchestra (111,574 followers) rockabilly, swing music, big band, christmas, boogie-woogie
- Brian Setzer (102,523 followers) rockabilly, psychobilly, swing music
- Anita O'Day (98,126 followers) vocal jazz, jazz, swing music, big band, jazz ballads
- Preservation Hall Jazz Band (88,390 followers) brass band, swing music, ragtime, cajun, jazz
- Belleruche (85,585 followers) electro swing, nu jazz, trip hop, swing music
- The Electric Swing Circus (80,106 followers) electro swing, swing music, nu jazz
- Jamie Berry (79,356 followers) electro swing, swing music, nu jazz
- Tape Five (76,407 followers) electro swing, swing music, nu jazz
- Tucka (74,629 followers) zydeco, blues, footwork, soul blues, new orleans bounce, swing music
- Lionel Hampton (74,591 followers) swing music, big band, jazz
- Swing Republic (74,386 followers) electro swing, swing music, nu jazz
- Stéphane Grappelli (69,115 followers) french jazz, jazz, swing music
- The Puppini Sisters (68,461 followers) swing music, electro swing
- Cherry Poppin' Daddies (67,318 followers) swing music, big band, rockabilly, ska, electro swing, ska punk
- Count Basie Orchestra (64,945 followers) big band, swing music, jazz
- Swingrowers (63,456 followers) electro swing, swing music, nu jazz
- Robyn Adele Anderson (62,174 followers) swing music
- Jimmy Dorsey (60,189 followers) big band, swing music, polka
- Benny Goodman Quartet (59,210 followers) big band, swing music, jazz, ragtime
- Louis Jordan (58,556 followers) swing music, classic blues, boogie-woogie, big band, blues
- LaVern Baker (56,663 followers) swing music, boogie-woogie, doo-wop, rockabilly
- Ruth Brown (55,638 followers) boogie-woogie, swing music, blues, rockabilly
- Joe Williams (55,061 followers) vocal jazz, big band, swing music, jazz
- Big Joe Turner (53,693 followers) boogie-woogie, blues, rockabilly, classic blues, roots rock, swing music, doo-wop, boogie, rock and roll
- Gene Krupa (53,051 followers) big band, swing music, jazz
- Johnny Hodges (51,792 followers) jazz, jazz ballads, swing music, cool jazz
- Jelly Roll Morton (51,629 followers) ragtime, jazz, swing music
- Smokey Joe & The Kid (49,955 followers) electro swing, swing music
- Tuba Skinny (49,543 followers) ragtime, swing music
- Tatiana Eva-Marie (49,341 followers) french jazz, swing music
- Lyre Le Temps (48,982 followers) electro swing, swing music, nu jazz
- The Speakeasies' Swing Band! (48,580 followers) swing music, electro swing
- The Hot Sardines (47,603 followers) swing music, jazz, french jazz
- Benny Goodman Trio (47,362 followers) big band, swing music, jazz
- Royal Crown Revue (45,979 followers) swing music, big band, electro swing, rockabilly
- Teddy Wilson (45,438 followers) jazz, big band, swing music
- Johnny Mercer (45,391 followers) big band, swing music, adult standards
- Jools Holland (45,164 followers) boogie-woogie, big band, swing music
- Charlie Christian (44,587 followers) bebop, swing music, big band, jazz
- Cosimo and the Hot Coals (41,052 followers) swing music
- Catherine Russell (40,916 followers) vocal jazz, swing music, jazz
- Jules Gaia (39,927 followers) electro swing, swing music
- Benny Goodman Sextet (39,688 followers) big band, swing music
- Kormac (39,218 followers) electro swing, swing music, nu jazz
- June Christy (38,434 followers) vocal jazz, big band, cool jazz, swing music
- Bix Beiderbecke (36,227 followers) ragtime, big band, jazz, swing music
- Joscho Stephan (35,337 followers) swing music, french jazz
- Joan Chamorro (34,975 followers) jazz, vocal jazz, bossa nova, swing music, big band, brazilian jazz
- The Rosenberg Trio (34,723 followers) swing music, french jazz
- Jimmy Dorsey & His Orchestra (34,702 followers) big band, swing music
- Parov Stelar Trio (34,379 followers) electro swing, swing music, nu jazz
- Earl Hines (33,697 followers) swing music, jazz, ragtime, big band, boogie-woogie, jazz ballads
- Benny Carter (33,603 followers) big band, jazz, swing music, cool jazz, jazz ballads
- Tommy Dorsey Orchestra (33,468 followers) big band, swing music
- Bob Crosby & The Bob Cats (32,837 followers) big band, swing music
- Cab Calloway & His Orchestra (32,722 followers) big band, swing music, ragtime
- The Lost Fingers (32,357 followers) electro swing, swing music
- Wolfgang Lohr (32,284 followers) electro swing, swing music, nu jazz
- Woody Herman (31,837 followers) big band, swing music, jazz, cool jazz
- The Boswell Sisters (30,771 followers) big band, swing music, ragtime, vocal jazz
- 11 Acorn Lane (30,654 followers) electro swing, swing music
- [dunkelbunt] (30,219 followers) electro swing, swing music, nu jazz
- Duke Ellington Orchestra (30,028 followers) big band, jazz, swing music, ragtime