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netmem: Social Network Measures using Matrices

Provides measures to describe and manipulate one-mode, two-mode, multiplex, and multilevel networks using matrix algebra. Implements functions for network centrality, cohesive subgroups, communities, structural holes, roles and positions, similarity measures, path distances, signed networks, segregation, social influence, and random network generation. Supports ego-centric and whole-network analyses, including dyadic and triadic censuses, structural balance, bipartite projections, measures with overlapping group memberships, Q-analysis, neighbourhood-inclusion dominance, main path analysis of citation networks, and permutation tests for networks. Key references: Bonacich (1972) <doi:10.1080/0022250X.1972.9989806>, Breiger (1974) <doi:10.2307/2576011>, Kivela et al. (2014) <doi:10.1093/comnet/cnu016>, Espinosa-Rada et al. (2024) <doi:10.1016/j.socnet.2023.11.008>, Schoch and Brandes (2016) <doi:10.1017/S0956792516000401>, Traag et al. (2019) <doi:10.1038/s41598-019-41695-z>, Everett and Borgatti (2026) <doi:10.1016/j.socnet.2025.12.001>.

Version: 1.1-0
Depends: R (≥ 4.0.0)
Imports: Matrix, stats
Suggests: igraph, knitr, rmarkdown, covr, testthat, usethis, styler
Published: 2026-09-24
DOI: 10.32614/CRAN.package.netmem
Author: Alejandro Espinosa-Rada ORCID iD [cre, aut]
Maintainer: Alejandro Espinosa-Rada <anespinosa at uc.cl>
BugReports: https://github.com/anespinosa/netmem/issues
License: GPL-3
URL: https://github.com/anespinosa/netmem, https://anespinosa.github.io/netmem/
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: netmem results

Documentation:

Reference manual: netmem.html , netmem.pdf
Vignettes: What netmem adds (source, R code)
Multilayer networks (source, R code)
Getting started with netmem (source, R code)

Downloads:

Package source: netmem_1.1-0.tar.gz
Windows binaries: r-devel: netmem_1.1-0.zip, r-release: netmem_1.1-0.zip, r-oldrel: netmem_1.1-0.zip
macOS binaries: r-release (arm64): netmem_1.1-0.tgz, r-oldrel (arm64): netmem_1.1-0.tgz, r-release (x86_64): netmem_1.1-0.tgz, r-oldrel (x86_64): netmem_1.1-0.tgz
Old sources: netmem archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=netmem to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.