Pluralistic Homophily

This ZIP file contains the datasets and results associated with the research on Pluralistic Homophily. The included data and results can be processed with code available at this Github repository. File Contents: This ZIP includes datasets from 9 networks that were the primary sources for the research: - StackOverflow - DBLP - Amazon - LiveJournal - YouTube - Orkut - Protein-Protein Interaction - Drug-Drug Interaction - C. elegans Additionally, an example dataset based on the definition of a bee is included. Each dataset consists of: A network file in NCol format. Files containing the ground-truth communities and those detected using the HLC algorithm (Anh et al.). The NCol files were generated from datasets available at SNAP and BioSnap and were pre-processed for use in the experiments. Results Files: The ZIP file also includes the files with the results of the research: - Files in CSV format containing the calculations of pluralistic homophily at both the network and local levels for each of the mentioned networks. - These results include all metrics associated with the research and allow for the replication of the figures and tables presented in the paper.本ZIP压缩包包含与多元同质性（Pluralistic Homophily）相关研究的数据集与实验结果，配套代码可通过该GitHub仓库获取。 文件内容： 本压缩包包含9个网络的数据集，为本研究的核心数据源： - StackOverflow - DBLP - Amazon - LiveJournal - YouTube - Orkut - 蛋白质-蛋白质相互作用（Protein-Protein Interaction） - 药物-药物相互作用（Drug-Drug Interaction） - 秀丽隐杆线虫（C. elegans） 此外，本压缩包还包含一个基于蜜蜂定义构建的示例数据集。每一份数据集均包含以下组成部分： 1. NCol格式的网络文件 2. 包含基准社区（ground-truth communities）以及使用HLC算法（Anh等）检测得到的社区的相关文件 本压缩包中的NCol格式文件源自SNAP与BioSnap公开数据集，并已针对本实验完成预处理。 结果文件： 本压缩包同时包含本研究的实验结果文件： - CSV格式文件，涵盖上述所有网络在全局与局部层面的多元同质性计算结果 - 上述结果包含本研究涉及的全部指标，可复现论文中呈现的所有图表与表格。