dynamicmultiplex: Community Detection for Evolving Multiplex Networks
Multiplex temporal community detection with customizable interlayer coupling. Runs Louvain or Leiden community detection on each network layer and constructs interlayer ties using Jaccard similarity, overlap coefficient, node-strength weighted variants, or direct node identity links, and also provides a two-stage snapshot-and-match tracker that aligns independently detected per-layer communities across time with the Hungarian assignment algorithm. Supports user-specified layer connectivity via the layer_links argument, enabling adjacent-only temporal coupling that avoids the long-range pooling problem in standard multislice approaches.
| Version: |
1.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
clue, igraph (≥ 2.0.0), rlang |
| Suggests: |
testthat (≥ 3.0.0), ggplot2, gganimate, gifski, ggalluvial, RColorBrewer, dplyr, tidyr, peacesciencer |
| Published: |
2026-08-07 |
| DOI: |
10.32614/CRAN.package.dynamicmultiplex (may not be active yet) |
| Author: |
Jared Edgerton [aut, cre] |
| Maintainer: |
Jared Edgerton <jared.edgerton at gmail.com> |
| BugReports: |
https://github.com/jfedgerton/dynamic_multiplex/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/jfedgerton/dynamic_multiplex |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
dynamicmultiplex results |
Documentation:
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