An NTUA Diploma Thesis titled “Investigation of the effect of pandemic restriction measures in European mobility using clustering and machine learning classification” was recently presented by Dimitra Pigadioti. This Diploma Thesis revealed that the population’s behavior towards the pandemic and the consequent deaths, are better reflected and predicted by the characteristics of the population movements and not by the number of COVID-19 cases. Furthermore, the population’s mobility trends during the pandemic can be predicted satisfactorily for most European countries, considering the data of new COVID-19 cases per million population, the implemented vaccination policies and the movement trends to the grocery, pharmacy and parks. pdf5 ppt5