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Chattanooga Choo Choo has been performed in the following contests:
| Distric | Level | Year | Quartet | Music | Presentation | Singing | Total | | | | | | | | | |
| FWD | Int Prelims | 2002 | Potluck | 61.333 | 59.667 | 66.000 | 62.333 | |
| CSD | Int Prelims | 2001 | Patent Pending | 61.000 | 65.500 | 59.500 | 62.000 | |
| CSD | District | 2001 | Patent Pending | 63.000 | 62.667 | 58.333 | 61.333 | |
| CSD | Int Prelims | 2000 | Patent Pending | 61.500 | 59.500 | 57.000 | 59.333 | |
| LOL | District | 2001 | Phat Chants | 41.667 | 43.667 | 41.667 | 42.333 | |
Chattanooga Choo Choo was performed 5 times | 57.700 | 58.200 | 56.500 | 57.467 | |