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cluster or comparing the clusters across various dimensions. E. Visualizing the Clusters If you used a low number of principal components, you can visualize the clusters in 2D or 3D space: # 2D Visualization plt.scatter(pca_result[:, 0], pca_result[:, 1], c=cluster_labels) plt.xlabel('Principal