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The Leftovers is an HBO drama series that featured Margaret Qualley in a supporting role. The series is based on the novel of the same name by Tom Perrotta. The show follows the residents of Mapleton, a fictional town in New York State, after 2% of the world's population suddenly and inexplicably disappears. Qualley plays Jill Garvey, the daughter of the town's police chief, Kevin Garvey.