Use of recurrence plot and recurrence quantification analysis in Taiwan unemployment rate time series

► We quantify the dynamical behavior of Taiwan's unemployment from 1978 to 2010. ► The recurrence plots and recurrence quantification analysis are used for this study. ► The time series show cyclically different periodic-chaos-laminar-chaos regimes. ► Using RP and RQA to picture and quantify unemployment series holds great promise.