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Nitpick: The degree_dist() method has a name that is perhaps not the best fit. What this function returns is not a distribution, but a list of degrees. In graph theory this is called a degree sequence, not a degree distribution. What is normally understood as a degree distribution is the fraction of times each degree appears in the degree sequence.