Package: ig.degree.betweenness 0.1.0

Benjamin Smith

ig.degree.betweenness: "Smith-Pittman Community Detection Algorithm for 'igraph' Objects (2024)"

Implements the "Smith-Pittman" community detection algorithm for network analysis using 'igraph' objects. This algorithm combines node degree and betweenness centrality measures to identify communities within networks, with a gradient evident in social partitioning. The package provides functions for community detection, visualization, and analysis of the resulting community structure. Methods are based on results from Smith, Pittman and Xu (2024) <doi:10.48550/arXiv.2411.01394>.

Authors:Benjamin Smith [aut, cre], Tyler Pittman [aut], Wei Xu [aut]

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ig.degree.betweenness.pdf |ig.degree.betweenness.html✨
ig.degree.betweenness/json (API)

# Install 'ig.degree.betweenness' in R:
install.packages('ig.degree.betweenness', repos = c('https://benyamindsmith.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/benyamindsmith/ig.degree.betweenness/issues

On CRAN:

Conda:

community-detection-algorithmsigraph

5.45 score 37 stars 11 scripts 564 downloads 3 exports 90 dependencies

Last updated 3 months agofrom:ba0f32b1e0. Checks:6 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 06 2025
R-4.5-winNOTEMar 06 2025
R-4.5-macNOTEMar 06 2025
R-4.5-linuxNOTEMar 06 2025
R-4.4-winOKMar 06 2025
R-4.4-macOKMar 06 2025
R-4.4-linuxOKMar 06 2025
R-4.3-winOKMar 06 2025
R-4.3-macOKMar 06 2025

Exports:cluster_degree_betweennessplot_simplified_edgeplotprep_unlabeled_graph

Dependencies:abindbackportsbase64encBBmiscbslibcachemcheckmatecliclustercolorspacecorpcorcpp11data.tabledigestevaluatefansifarverfastmapfdrtoolfontawesomeforeignFormulafsggplot2glassoglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphigraphdataisobandjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetnumDerivpbapplypbivnormpillarpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppreshape2rlangrlistrmarkdownrpartrstudioapisassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunXMLyaml