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On-periods after data pre-processing. (a) Illustration of the on-off periods for one Android user in a PHQ-9 interval; the black bars represent on-periods. (b) The distributions of the on-periods during four time periods, morning (6am-12pm), afternoon (12pm-6pm), night (6pm-12am) and midnight (12am-6am), for the Android and iOS datasets.
