| Cover | | Date
 | Title  Album | Points
 | US peak | Comment |
|---|
| 1. | 08/1917 | | 82
 | 10 US | [Emerson 7192] |
| 2. | 03/1922 | | 114
 | 5 US | [artist #4 hit] [Columbia 3500] |
| 3. | 05/1922 | | 53
 | 12 US | [Edison Ambesrol 450] written by traditional, Turner Layton & Henry Creamer |
| 4. | 06/1925 | | 126
 | 4 US | [artist #1 hit] [Victor 19427] |
| 5. | 07/1925 | | 51
 | 14 US | [Victor 19627] |
| 6. | 10/1925 | | 87
 | 10 US | [Brunswick 2900] |
| 7. | 01/1926 | | 90
 | 9 US | [Victor 19770] |
| 8. | 01/1926 | | 108
 | 6 US | [Victor 19779] |
| 9. | 06/1926 | | 94
 | 8 US | [Victor 19983] |
| 10. | 11/1926 | | 124
 | 4 US | [artist #2 hit] [Columbia 718] |
|
| 11. | 1927 | | 121
 | 4 US | [artist #3 hit] [Columbia 1000] written by Howard Johnson & Al Sherman |
| 12. | 1927 | | 56
 | 11 US | [Columbia 1000] |
| 13. | 1927 | | 49
 | 14 US | [Columbia 15100] |
| 14. | 1927 | | 43
 | 17 US | [Victor 20611] |
| 15. | 1927 | | 45
 | 16 US | [Columbia 15121] |
| 16. | 1928 | | 109
 | 6 US | [artist #5 hit] [Columbia 1488] |
| 17. | 1928 | | 104
 | 7 US | [Victor 20539] |
| 18. | 1929 | | 102
 | 7 US | [Columbia 15449] |
| Top 100 hits | 18 | |
| Top 40 hits | 18 | |
| Top 10 hits | 12 | |
| US | |