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label='cluster 6') plt.scatter(df[df["labels"] ==6][0], df[df["labels"] == 6][1], c='black', label='cluster 7') plt.legend() plt.xlabel('X') plt.ylabel('Y') plt.title('Hierarchical Clustering ') plt.show() Here is a step-by-step guide to visualizing hierarchical clustering in Python: Step 1: