论文标题
使用图标R软件包探索复杂的网络
Exploring complex networks with the ICON R package
论文作者
论文摘要
我们介绍了图标，一个包含标准Edgelist格式的1075个复杂网络数据集的R软件包。所有提供的数据集都相关的引用，并由复杂网络的科罗拉多索引索引 - 也称为图标。除了提供有用的现实世界网络的大型且多样化的语料库外，Icon还实现了S3通用，以与网络和GGNETWORK R软件包合作，分别用于网络分析和可视化。该报告中的示例代码还展示了如何与IGRAPH软件包结合使用图标。目前，综合R档案网络托管Icon v0.4.0。我们希望图标将作为复杂网络研究的标准语料库，并防止单个研究小组所必需的多余工作。可以在https://github.com/rrrrlw/icon上找到图标的开源代码和此可再现报告。
We introduce ICON, an R package that contains 1075 complex network datasets in a standard edgelist format. All provided datasets have associated citations and have been indexed by the Colorado Index of Complex Networks - also referred to as ICON. In addition to supplying a large and diverse corpus of useful real-world networks, ICON also implements an S3 generic to work with the network and ggnetwork R packages for network analysis and visualization, respectively. Sample code in this report also demonstrates how ICON can be used in conjunction with the igraph package. Currently, the Comprehensive R Archive Network hosts ICON v0.4.0. We hope that ICON will serve as a standard corpus for complex network research and prevent redundant work that would be otherwise necessary by individual research groups. The open source code for ICON and for this reproducible report can be found at https://github.com/rrrlw/ICON.
