Hi, I know the following code can show the dendrogram. But I also want to plot the points on a figure and have circles (or boxes) around the points in a cluster (see http://www.autonlab.org/tutorials/kmeans11.pdf for some examples). I am wondering how to do so in R. Regards, Peng x1 = c(0,0) x2 = c(1,0) x3 = c(.2,2) x4 = c(.8,2) png('hclust_complete.png') plot(hclust(dist(rbind(x1,x2,x3,x4)),method = 'complete')) dev.off() png('hclust_average.png') plot(hclust(dist(rbind(x1,x2,x3,x4)),method = 'average')) dev.off()