Illinois Data Bank

Data for Well-Connectedness and Community Detection

This dataset contains files and relevant metadata for real-world and synthetic LFR networks used in the manuscript "Well-Connectedness and Community Detection (2024) Park et al. presently under review at PLOS Complex Systems. The manuscript is an extended version of Park, M. et al. (2024). Identifying Well-Connected Communities in Real-World and Synthetic Networks. In Complex Networks & Their Applications XII. COMPLEX NETWORKS 2023. Studies in Computational Intelligence, vol 1142. Springer, Cham. https://doi.org/10.1007/978-3-031-53499-7_1. “The Overview of Real-World Networks image provides high-level information about the seven real-world networks.

TSVs of the seven real-world networks are provided as [network-name]_cleaned to indicate that duplicated edges and self-loops were removed, where column 1 is source and column 2 is target.

LFR datasets are contained within the zipped file. Real-world networks are labeled _cleaned_ to indicate that duplicate edges and self loops were removed.

#LFR datasets for the Connectivity Modifier (CM) paper
### File organization

Each directory `[network-name]_[resolution-value]_lfr` includes the following files:
* `network.dat`: LFR network edge-list
* `community.dat`: LFR ground-truth communities
* `time_seed.dat`: time seed used in the LFR software
* `statistics.dat`: statistics generated by the LFR software
* `cmd.stat`: command used to run the LFR software as well as time and memory usage information

Technology and Engineering
CC BY
George Chacko
830 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-6271968_V1 2024-06-04

6.52 GB File
169 KB File
1.37 GB File
5.98 MB File
252 MB File
22.5 GB File
1.65 GB File
54.9 MB File
359 MB File

Contact the Research Data Service for help interpreting this log.

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