The tune used for "I Want to Go Swimming with Bowlegged Women" is "Blaze Away".
It is a 1901 march by the German-American composer Abe Holzmann.

Yes, the tune is also use for the song "Today's the day they give babies
a weigh [away] with half a pound of tea." Supposedly weighing the baby
if you bought a half-pound of tea.