Fig. 12
From: Ego-zones: non-symmetric dependencies reveal network groups with large and dense overlaps
Embeddedness and prominency in real-world networks. The average embeddedness in relation to the size of the zone is shown in the upper row of plots. Obviously, for all the networks, small zones have a low embeddedness. This is because small zones are often sub-zones of larger zones, and their connection to the surroundings is stronger than in large zones. The occurrence of nodes with a given prominency is shown in the lower row of cumulative distributions. In as-22july06 and PP-Decagon networks, there are not many weakly-prominent nodes (the cumulative distributions are almost not growing). In particular, the technological network as-22july06 has only a few different prominency values. On the other hand, in com-dblp collaboration network, the occurrence of different prominency values is most varied, and frequencies of individual values are higher. For other real-world networks see Figs. 23 and 24 in Appendix C