| # | Title | Artist | Length |
|---|
| 1 | Rhythm is Our Business | Jimmie Lunceford and His Orchestra | 3:13 |
| 2 | Goody Goody (feat. Helen Ward) | Benny Goodman and His Orchestra | 2:31 |
| 3 | Stealin’ Apples | Fletcher Henderson | 3:02 |
| 4 | A‐Tisket, A‐Tasket | Ella Fitzgerald | 2:37 |
| 5 | Bei mir bist Du schön | The Andrews Sisters with Vic Schoen and His Orchestra | 3:05 |
| 6 | Begin the Beguine | Artie Shaw and His Orchestra | 3:14 |
| 7 | Don’t Be That Way | Benny Goodman and His Orchestra | 3:19 |
| 8 | Ain’t She Sweet | Bunny Berigan | 2:38 |
| 9 | Relaxin’ at the Touro | Muggsy Spanier | 3:14 |
| 10 | Tuxedo Junction | Erskine Hawkins and His Orchestra | 3:15 |
| 11 | Moonlight Serenade | The Glenn Miller Orchestra | 3:21 |
| 12 | Hold Tight Hold Tight (Want Some Seafood Mama) | Jimmy Dorsey & His Orchestra with The Andrews Sisters | 3:13 |
| 13 | In the Mood | The Glenn Miller Orchestra | 3:33 |
| 14 | Cherokee | Charlie Barnet and His Orchestra | 3:17 |
| 15 | Boogie Woogie on St. Louis Blues | Earl Hines and His Orchestra | 2:45 |
| 16 | Oh, Lady Be Good | Teddy Wilson and His Orchestra | 2:57 |
| 17 | Body and Soul | Coleman Hawkins and His Orchestra | 3:02 |
| 18 | Frenesi | Artie Shaw and His Orchestra | 3:04 |
| 19 | Pennsylvania 6–5000 | The Glenn Miller Orchestra | 3:14 |
| 20 | Fools Rush In (Where Angels Fear to Tread)- double bass:
- Sid Weiss (on 1940-03-29)
- drums (drum set):
- Buddy Rich (on 1940-03-29)
- guitar:
- Benny Heller (on 1940-03-29)
- piano:
- Bob Kitsis (on 1940-03-29)
- saxophone:
- Don Lodice (on 1940-03-29), Paul Mason (on 1940-03-29), Johnny Mince (on 1940-03-29), Hymie Shertzer (on 1940-03-29) and Fred Stulce (on 1940-03-29)
- trombone:
- George Arus (on 1940-03-29), Dave Jacobs (on 1940-03-29) and Les Jenkins (on 1940-03-29)
- trumpet:
- Bunny Berigan (on 1940-03-29), Jimmy Blake (on 1940-03-29) and Bob Conselman (on 1940-03-29)
- lead vocals:
- Frank Sinatra (on 1940-03-29)
- conductor:
- Tommy Dorsey
- arranger:
- Axel Stordahl
- recorded at:
- RCA Studio 2 in New York, New York, United States (on 1940-03-29)
- recording of:
- Fools Rush In (Where Angels Fear to Tread) (on 1940-03-29)
- lyricist:
- Johnny Mercer
- composer:
- Rube Bloom
- publisher:
- Bregman, Vocco & Conn, Inc., Commander Publications, Warner Bros. Music, Warner Bros. Music Corp., ヤマハミュージックエンタテインメントホールディングス, ワーナー・チャペル音楽出版 Synch事業部, WB Music Corp. (until 2019-05-28) and WC Music Corp. (from 2019-05-28 to present)
| Frank Sinatra & The Tommy Dorsey Orchestra | 3:13 |
| 21 | Basie Boogie | Count Basie & His Orchestra | 2:22 |
| 22 | Take the “A” Train | Duke Ellington & His Orchestra | 2:55 |
| 23 | Let Me Off Uptown | Gene Krupa and His Orchestra feat. Anita O’Day & Roy Eldridge | 3:04 |