| # | Title | Rating | Length |
|---|
| 1 | (Take Me Back to My) Boots and Saddle | | 2:19 |
| 2 | After You've Gone | | 2:28 |
| 3 | Dixieland Band | | 2:31 |
| 4 | The Shout | | 1:34 |
| 5 | Tiger Rag | | 2:09 |
| 6 | Stay as Sweet as You Are | | 2:31 |
| 7 | Monday in Manhattan | | 2:16 |
| 8 | (I Would Do) Anything for You | | 2:12 |
| 9 | Theme for Piano | | 0:59 |
| 10 | In the Middle of a Kiss | | 2:34 |
| 11 | Rosetta | | 2:12 |
| 12 | I Wish I Were Twins | | 2:10 |
| 13 | Devil in the Moon | | 3:14 |
| 14 | The Man I Love | | 2:42 |
| 15 | Runnin' Wild | | 2:25 |
| 16 | I Can't Get Started | | 2:58 |
| 17 | Happy Feet | | 1:42 |
| 18 | Royal Garden Blues | | 2:24 |
| 19 | Ain't Misbehavin' | | 2:35 |
| 20 | Stardust | | 2:33 |
| 21 | In a Sentimental Mood | | 2:21 |
| 22 | Sweet Lorraine | | 2:32 |
| 23 | I'll Get By (As Long as I Have You) | | 2:25 |
| 24 | I'll Never Be the Same | | 2:32 |
| 25 | Judy | | 2:19 |
| 26 | Elegie | | 2:25 |
| 27 | Make Believe | | 2:11 |
| 28 | Get Happy | | 1:54 |
| 29 | Begin the Beguine | | 2:49 |
| 30 | It Had to Be You | | 2:27 |
| 31 | Humoresque | | 2:18 |
| 32 | Hallelujah | | ?:?? |
| 33 | Lullaby in Rhythm | | ?:?? |
| 34 | Oh, You Crazy Moon | | ?:?? |
| 35 | Over the Rainbow- solo piano:
- Art Tatum
- instrumental recording of:
- Over the Rainbow
- lyricist:
- Yip Harburg (in 1938)
- composer:
- Harold Arlen (in 1938)
- premiered by:
- Judy Garland (in 1939)
- publisher:
- EMI Feist Catalog Inc., EMI Music , EMI Partnership Ltd., EMI United Partnership Ltd., J. Albert & Son Pty. Ltd., Leo Feist Music, Robbins Music Corp. Ltd., United Partnership Ltd. and Warner/Chappell
- sub-publisher:
- 香港商百代音樂股份有限公司台灣分公司 , フジパシフィック音楽出版 SBK事業部 (until 2014-12-31), ヤマハミュージックパブリッシング (until 2017-03-31), フジパシフィックミュージック SBK事業部 (from 2015-01-01 to present) and 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 (from 2017-04-01 to present)
- part of:
- The 12th Academy Award for Best Original Song (number: 1) and Academy Award for Best Original Song (number: 1939 winner)
- part of:
- The Wizard of Oz
- part of:
- The Wizard of Oz
| | ?:?? |
| 36 | All God's Chillun Got Rhythm | | ?:?? |
| 37 | Sweet Emalina, My Gal | | ?:?? |
| 38 | Indiana | | ?:?? |
| 39 | Day in-Day Out | | ?:?? |
| 40 | Fine and Dandy | | ?:?? |
| 41 | I've Got the World on a String | | ?:?? |
| 42 | I'm Coming Virginia | | ?:?? |
| 43 | Body and Soul- solo piano:
- Art Tatum
- instrumental recording of:
- Body and Soul
- lyricist:
- Frank Eyton (in 1930), Edward Heyman (in 1930) and Robert Sour (in 1930)
- composer:
- Edward Heyman, Robert Sour and John Green (in 1930)
- publisher:
- Bug Music, Inc., Chappell & Co Ltd., Druropetal Music, Quartet Music Inc., Range Road Music Inc., Warner Bros., Inc. , WB Music Corp. (until 2019-05-28) and WC Music Corp. (from 2019-05-28 to present)
- sub-publisher:
- 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 and ワーナー・チャペル音楽出版 Synch事業部
| | ?:?? |
| 44 | I'm Gonna Sit Right Down and Write Myself a Letter- solo piano:
- Art Tatum
- instrumental recording of:
- I’m Gonna Sit Right Down and Write Myself a Letter
- lyricist:
- Joe Young
- composer:
- Fred Ahlert and Joe Young
- publisher:
- Anglo-Pic Music Co. Ltd., Azure Pearl Music, Beeping Good Music Publishing, Bluewater Music UK, David Ahlert Music, DeSylva, Brown and Henderson, Inc., Downtown Music Publishing LLC , Fred Ahlert Mus. Corp., MCA Music Ltd., Memory Lane Music Ltd., MPL UK Publishing, Pencil Mark Music and Rytvoc, Inc.
| | ?:?? |
| 45 | Mean to Me | | ?:?? |