This thesis analyzes the data sets from charging stations from different locations, some of them are public, i.e. availabe to everyone to use, while some of them are busnesslike, i.o. available only to employees. The distribution by arrival time, by required energy and distribution by idle and charging time were analyzed, all with the aim of finding the utilization rates of charging stations.