Consider the following six points with the following coordinates: a$)(15$ points$)$ Perform hierarchical clustering using rectilinear $($Manhattan$)$ distance and the completelinkage method, and draw the resulting dendrogram. What is the best way of obtaining three clusters? b$)(15$ points$)$ Calculate the silhoutte index for each cluster and for the overall clustering.