That's the one, Shalini, but there are versions, and versions!

You could also try the songbooks from the Scouting and Guiding organisations, and the Youth Hostellers songbook.
If the children have enough vocal control, a couple of the 'Working on the Railway' versions will prove popular, and the shanty 'Drunken Sailor.'