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. 2014 Jul 3;4:5547. doi: 10.1038/srep05547

Figure 4. k-shell can recognize influential spreaders more accurately than in-degree and PageRank.

Figure 4

The recognition rate r(f) for LJ (a), APS (b), Facebook (c) and Twitter (d) with k-shell kS, in-degree kin and PageRank p. For all the datasets, kS performs better than in-degree and PageRank. The error bars mark the 95% confidence intervals by bootstrap.