 This paper presents an electric vehicle scenario simulator, EVSC, tool that supports network operators in planning and operations, and can be used by other entities for related studies. EVSC enables the definition of electric vehicle scenarios on distribution networks using a built-in movement engine, and its current algorithm supports various parameters. The simulator's capabilities are illustrated through two brief scenarios presented in the paper. This article was authored by Hugo Morey, Zeta Vale, Joao Soares, and others.