The timeline inserts an iframe into the page, so why not just get the contents of the iframe and do whatever with it?
Here is how its done with jquery:
$($(’#IFRAME_ID’).contents().find(‘body’))
You now have the complete twitter feed as a DOM tree, do whatever you want.