The tune is probably the Scottish song `` Thou Bonnie Wood Of Craigielea '' , which Macpherson heard played by a band at the Warrnambool steeplechase . The tune is most probably based on the Scottish song `` Thou Bonnie Wood Of Craigielea '' , which Macpherson heard played by a band at the Warrnambool steeplechase .