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. 2020 Nov 20;10:20284. doi: 10.1038/s41598-020-77117-8

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© The Author(s) 2020

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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[Self-Report] Perplexity plot to discover the number of topics in LDA of emotion category self-report data. The x-axis represents the number of topics (discovered categories) and the y-axis represents the perplexity validation. There is no clear minimum value across the 34 categories, preventing us from identifying a clear clustering solution.