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Estimation of Bedtimes of Reddit Users: Integrated Analysis of Time Stamps and Surveys

Estimation of Bedtimes of Reddit Users: Integrated Analysis of Time Stamps and Surveys

More formally, the fraction r of a user’s total Reddit posts falling within a given 15-minute interval of the 24-hour day is modeled as: where x is the number of hours after the user’s average bedtime, a, b, and c are fitted quadratic parameters, S and E are fitted parameters for the start time and end time of the parabolic section of the model, and d is the constant portion of the model, which, in order to make the total sum to 1 is calculated as In model fitting, a series of fitting runs are performed, comprising

William U Meyerson, Sarah K Fineberg, Ye Kyung Song, Adam Faber, Garrett Ash, Fernanda C Andrade, Philip Corlett, Mark B Gerstein, Rick H Hoyle

JMIR Form Res 2023;7:e38112