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. 2022 Dec 12;12:21459. doi: 10.1038/s41598-022-11698-4

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© The Author(s) 2022

Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.

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Shared variances between network structure, education, and cognitive performance. Numbers display the average proportion of shared variance across $w_{\min} \in [0, . 1, . 2, . 3, . 4]$ and weighted and unweighted versions of individuals’ networks. Note: $⟨ s ⟩$ , $⟨ k ⟩$ —Differences in average strengths/degrees (unweighted); C, $C_{w}$ —Difference in average clustering coefficients of weighted/unweighted networks; L, $L_{w}$ —Difference in average shortest path lengths of weighted/unweighted networks.