Normally, I would bunzip the file first, then untar it next. But I found something after googling for a shortcut: it can all be done with just one tar command.
$ tar -xjvf example.tar.bz2
Notice that, we use j flag to decompress bzip2 file and z flag for gzip file. 🙂