I did this by ear so it might be wrong.

G|------------
D|-----------3
A|5---3-5-----
E|---------3--

--------------
----------3---
-5---3-5------
------------3-

|.
|
|.
|

This is repeated for most of the song as far as I can tell.

Each dash between numbers is a beat (do not count the numbers them selves).
Or you could listen to the song to get the rhythm.

http://noquarter.net/bands/coconuts.php