Probably a better solution - add a user:
useradd awstats && usermod -a -G www-data awstats && usermod -a -G adm awstats
And just change the user in the cron job to run as the new user.
Found that one here: https://bugs.launchpad.net/ubuntu/+source/awstats/+bug/1252467
Thanks Mike Robinson!