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. 2018 Jan 19;8:1182. doi: 10.1038/s41598-018-19290-5

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© The Author(s) 2018

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Random failure and targeted attack analysis. The changes in the size of the remaining maximum component of the network as a function of the fraction of nodes that are randomly removed are depicted (left). By removing the nodes in a rank order of decreasing nodal betweenness centrality, the same procedure is used to analyze the network response to targeted attack (right).