Compare timings for computing betweenness centrality for networks. Experiments were performed on an Intel Core 2 Duo 3.06 GHz Mac OS X Lion system and for computations to finish in 1000 seconds. The number at the bottom tells how many times faster Mathematica 9 is compared to NetworkX 1.7.