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plt.show() # Visualizing the clustered data plt.scatter(df[df["labels"] == 0][0], df[df["labels"] == 0][1], c='black', label='cluster 1') plt.scatter(df[df["labels"] == 1][0], df[df["labels"] == 1][1], c='green', label='cluster 2') plt.scatter(df[df["labels"] == 2][0], df[df["labels"] == 2][1],