Over in Illinois I always heard it sung as

Way down in Missouri
Where I learned my ABC
Way down in Missouri
Where I learned to count to three.

I don't remember the rest, and it could have been that folks simply fit words to the tune because they didn't know the correct ones -- folkizing the thing, so to speak.