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