The R package UpDown provides an algorithm to detect and characterize (start, end dates, intensity) disturbances that can occur at different hierarchical levels by studying the dynamics of longitudinal observations at individual and group scales. An Rshiny application is also provided in UpDown in order to visualize the longitudinal data at the different hierarchical scales associated with the information related to the detected disturbances.