Cluster analysis which is an important data mining technique can be used as a preliminary
task to achieve various goals. Karlaftis and Tarko [3] used cluster analysis to
categorize the accident data into different categories and further analyzed cluster results
using Negative Binomial (NB) to identify the impact of driver age on road accidents.