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'))

Peer review:

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

On CRAN:

community-detection-algorithmsigraph

5.56 score 33 stars 11 scripts 182 downloads 3 exports 90 dependencies

Last updated 2 days agofrom:e79bc89122. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-winOKNov 22 2024
R-4.5-linuxOKNov 22 2024
R-4.4-winOKNov 22 2024
R-4.4-macOKNov 22 2024
R-4.3-winOKNov 22 2024
R-4.3-macOKNov 22 2024

Exports:cluster_degree_betweennessplot_simplified_edgeplotprep_unlabeled_graph

Dependencies:abindbackportsbase64encBBmiscbslibcachemcheckmatecliclustercolorspacecorpcorcpp11data.tabledigestevaluatefansifarverfastmapfdrtoolfontawesomeforeignFormulafsggplot2glassoglueGPArotationgridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsigraphigraphdataisobandjpegjquerylibjsonliteknitrlabelinglatticelavaanlifecyclemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetnumDerivpbapplypbivnormpillarpkgconfigplyrpngpsychqgraphquadprogR6rappdirsRColorBrewerRcppreshape2rlangrlistrmarkdownrpartrstudioapisassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunXMLyaml