Data and code from 'Climate-driven divergent long-term trends of forest beetles in Japan', published in Ecology Letters, 2022. Authors: Maldwyn J. Evans, Philip Barton, Shigeru Niwa, Masashi Soga, Sebastian Seibold, Kazuaki Tsuchiya, Masumi Hisano.