As soon as I uninstalled Jetpack – with no other changes to anything on the site – the smiley face vanished.
I wasn’t aware Jetpack stats shared data with Quantcast, but I discovered it does add a stupid little smiley face into the footer of your site. Only seen when you are not logged into your site.
If you want a good stats program use Google Analytics. No reason to add anything to WP.
