Carry out the agglomerative hierarchical clustering of Example 4. 8 via the linkage method from scipy.cluster.hierarchy. Show

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Carry out the agglomerative hierarchical clustering of Example 4.

8 via the linkage method from scipy.cluster.hierarchy. Show that the linkage matrices are the same. Give a scatterplot of the data, color coded into \(K=3\) clusters.

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