I have never seen it in a collection, either. It was published as a booklet (15 pp.): Four prominent so and so's: lyrics by Ogden Nash, music by Robert Armbruster, illustrations by Otto Soglow; New York: Simon and Schuster, 1934. The Houghton Library at Harvard has it.

In addition to changing the tune, Oscar Brand left out the fourth bastard & stanza, thereby depriving the song of its full malice.

We are not exactly back to 1934, but it is fair to say that the song is once again topical.