This chapter describes cluster analysis, description, and interpretation for evaluating player profiles based mostly on log files available from a recreation server. Cluster analysis, description, and interpretation strategies have been applied to supply further insight into distinct behavioral traits, resulting in a dedication of the standard of clusters, utilizing the