The song is from 1959, it's sung to the tune of the "Major General's song" from Gilbert and Sullivan's "Pirates of Penzance".
Lyrics:
There's antimony, arsenic, aluminum, selenium,
And hydrogen and oxygen and nitrogen and rhenium
And nickel, neodymium, neptunium, germanium,
And iron, americium, ruthenium, uranium,
Europium, zirconium, lutetium, vanadium
And lanthanum and osmium and astatine and radium
And gold, protactinium and indium and gallium
And iodine and thorium and thulium and thallium.
( There's yittrium... )