| Cover | | Date
 | Title  Album | Points
 | US peak | Comment |
|---|
| 1. | 03/1917 | | 103
 | 6 US | [Victor 18220] |
| 2. | 05/1917 | | 161
 | ✫1 US | [artist #3 hit] [Victor 18258] written by George W. Meyer, Edgar Leslie & E. Ray Goetz |
| 3. | 09/1917 | | 86
 | 9 US | [Victor 18318] |
|
| 4. | 03/1918 | | 89
 | 8 US | [Victor 18413] |
| 5. | 05/1918 | | 134
 | 2 US | [Victor 18443] |
| 6. | 11/1919 | | 106
 | 6 US | [Columbia 2757] |
| 7. | 12/1919 | | 139
 | 2 US | [artist #5 hit] [Columbia 2780] |
| 8. | 08/1920 | | 110
 | 6 US | [Columbia 2942] |
| 9. | 10/1920 | | 144
 | 2 US | [artist #4 hit] [Columbia 2966] |
| 10. | 01/1921 | | 114
 | 5 US | [Columbia 3319] |
| 11. | 08/1921 | | 162
 | ✫1 US | [artist #2 hit] [Columbia 3412] |
| 12. | 05/1922 | | 121
 | 4 US | [Columbia 3577] |
| 13. | 08/1922 | | 114
 | 5 US | [Columbia 3614] |
| 14. | 12/1922 | | 114
 | 5 US | [Columbia 3694] |
| 15. | 01/1923 | | 172
 | ✫1 US | [artist #1 hit] [Columbia 3712] written by Walter Donaldson & Gus Kahn |
| 16. | 02/1923 | | 117
 | 5 US | [Columbia 3735] |
| 17. | 04/1923 | | 117
 | 5 US | [Columbia 3770] |
| 18. | 07/1924 | | 50
 | 14 US | [Columbia 101] |
| 19. | 10/1924 | | 108
 | 6 US | [Columbia 148] written by Milton Ager & Jack Yellen |
| 20. | 1928 | | 87
 | 10 US | [Columbia 1221] |
| Top 100 hits | 20 | |
| Top 40 hits | 20 | |
| Top 10 hits | 19 | |
| ✫ #1 hits | 3 | |
| US | |