This chapter describes cluster analysis, description, and interpretation for evaluating player profiles based mostly on log recordsdata obtainable from a recreation server. Cluster evaluation, description, and interpretation strategies were applied to offer further insight into distinct behavioral characteristics, leading to a willpower of the quality of clusters, utilizing the Silhouette