Lomax's Folk Songs Of North America says: "It became universally popular at the time when Arkansas's favourite son, Champ Clark, who was candidate for the presidency of the United States, used it as a campaign song."

Must be a typo there 'cuz Champ Clark was born in Kentucky and was a Representative of Missouri. Nonetheless, this song is now in my repertoire. What a fun old-timey tune!