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Box plots showing (from top to bottom) the degree, eigenvector, betweenness, and closeness centrality scores of the nodes of the Mapper graphs under different parameters. Parameters (10 − 60 − 5), (10 − 60 − 15), (10 − 60 − 20) are missing due to high complexity of the calculations and the limitations of our workstation.
