By Jessica Goodman
Updated October 31, 2015 at 06:36 PM EDT

Barack Dubs is back in time for Halloween with a new video in which POTUS appears to sing Michael Jackson’s “Thriller.”

Comprised of clips from appearances, speeches, and an Easter celebration, the video is one in a series of Obama lip dubs. Barack Dubs have previously had him sing “Can’t Feel My Face,” “Free At Last,” “Uptown Funk,” “Problem,” and “Timber.”