This chapter describes cluster evaluation, description, and interpretation for evaluating player profiles based on log information accessible from a sport server. Cluster evaluation, description, and interpretation strategies have been applied to supply additional perception into distinct behavioral characteristics, leading to a willpower of the standard of clusters, using the Silhouette