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important_components = np.arange(1, n_components_kaiser + 1) print(f"Important components according to Kaiser Criterion: {important_components}") # Optionally, if you want to see which specific components satisfy the criterion for i, (ev, satisfy) in enumerate(zip(eigenvalues, kaiser_criterion),