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. 2019 Nov 14;9:16754. doi: 10.1038/s41598-019-53252-9

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© The Author(s) 2019

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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Comparison of two link prediction outputs for the network formed by convicted representatives and their neighbors: top 10 links having a convicted node as source predicted by (a) pearson and (b) rooted PageRank models. Black nodes indicate convicted ones. A link prediction is considered correct if its target node is also labeled as convicted. Remembering that the models do not take the node labels into account for prediction purposes. All other links are removed from the network only for the sake of visibility.