Rolling window assessment of the entire pre_simTransComms community using multivariate early warning signal indicators. The figure is a direct output of the EWSmethods function multiEWS. The top panel plots the raw dimension reductions from which certain indicators are estimated. The lower panel visualises the trend in each indicator through time and reports the Kendall’s Tau correlation coefficient.