 FAKE: Although the show is set in Scranton, Pennsylvania, every  episode set outside during the winter features an unrealistically  warm climate. Although characters always wear overcoats and pretend  to shiver, numerous things reveal the actual California filming  location. Some of these include: no visible breath, no snow, full  lawns and trees covered with green leaves.