The electric vehicle (EV) market is rapidly expanding, transforming transportation and reshaping energy consumption patterns. As more drivers switch to EVs, understanding their charging habits becomes crucial for optimizing infrastructure and grid management. A recent analysis of EV charging data reveals interesting trends, particularly concerning weekend usage and the prevalence of shorter trips.