def s_metric(G): """Return the s-metric of graph. The s-metric is defined as the sum of the products deg(u)*deg(v) for every edge (u,v) in G. Parameters ---------- G : graph The graph used to compute the s-metric. Returns ------- s : float The s-metric of the graph. References ---------- .. [1] Lun Li, David Alderson, John C. Doyle, and Walter Willinger, Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications (Extended Version), 2005. http://arxiv.org/abs/cond-mat/0501169 """ return sum([G.degree(u)*G.degree(v) for (u,v) in G.edges_iter()])