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Keep Your Sunny Side Up has been performed in the following contests:
| Distric | Level | Year | Quartet | Music | Presentation | Singing | Total | | | | | | | | | |
| MAD | District | 2001 | CyberSounds | 60.667 | 55.333 | 57.000 | 57.667 | |
| DIX | Int Prelims | 1999 | Acappella Fellas | 56.333 | 60.333 | 55.000 | 57.222 | |
| SUN | Int Prelims | 1999 | Ad Lib | 54.500 | 60.000 | 49.000 | 54.500 | |
| EVG Division IV | Division | 2000 | South Coast Harmony | 57.000 | 61.000 | 36.000 | 51.333 | |
| MAD | Int Prelims | 1999 | Continental Square | 49.333 | 50.667 | 51.000 | 50.333 | |
Keep Your Sunny Side Up was performed 5 times | 55.567 | 57.467 | 49.600 | 54.211 | |