Portugal undergone a remarkable surge in smartphone penetration. With an ever-increasing ratio of the population owning these powerful devices, Portugal stands as the most digitally advanced nations in Europe. This rapid transformation has had a profound influence on diverse facets of Portuguese society, from communication to trade. The ubiquitous