Although k-mean is an effective method, it still has room for improvements, such as the means of selecting the number of clusters. For this experiment, the number of clusters was set to 4 since it is the total of Bartle's types of players. All datasets must have a numerical sample because the algorithm depends on the distance means between each point to be calculated. The next section will explain Bartle’s types of players.