#encoding any point in a matrix in which columns are their coordinates data=matrix(c(1,1,2,1,3,4,1,6,2,3,3,3,4,5,2,5),ncol=2,byrow = T) #computing distance d=dist(data,method="euclidean") #kmean algorithm with k=3 and 10 iterations kmeans(d,3,10) #Hierarchical cluster analysis g=hclust(d) #ploting the dendrogram plot(g)