Abstract: Highlights•An early diagnosis of atypical stress responses can prevent anxiety and phobias.•Electrodermal activity is the most informative signal on physiological arousal.•ComEDA allows to assess the complexity of EDA dynamics in the phase space.•ComEDA values are statistically different comparing mental/physical stress and rest.