I also sing this song in F, but unaccompanied unless there is a good fiddler around. Fiddlers who are also singers are by far the best.
Personally, I wouldn't use the C7, but rather a staraight C. IMHO, 7th chords are too rich for trad and tend to distract the listener from the song -- Tom