It is straightforward to compare Figures 3, 7, and 12 to conclude that while having the same results, MDS is a good technique for visualizing the information.Figure 12: Dendrogram of the Portuguese economic evolution, in the perspective of the Cosine correlation , , and years, clustering algorithm: unweighted average.While visual representations are not the main issue addressed in this paper, it i