This study focuses on analysing data on the causes of commercial aircraft accidents in the world using data from the Bureau of Aircraft Accident Archives from 1918-2021. Using K-means clustering to group the causes of aircraft accidents and using the silhouette index to determine the best number of clusters to use in K-means clustering. The purpose of this study is to find data from the correla…