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r-dupnodes

"Duplicated nodes" method for social networks with self-loops

https://github.com/jj/r-dupnodes

Science Score: 67.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 5 DOI reference(s) in README
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    Academic publication links
    Links to: springer.com
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    Scientific vocabulary similarity
    Low similarity (12.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

"Duplicated nodes" method for social networks with self-loops

Basic Info
  • Host: GitHub
  • Owner: JJ
  • License: gpl-3.0
  • Language: JavaScript
  • Default Branch: master
  • Size: 1.39 MB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 7
  • Releases: 0
Created over 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License Citation

README.md

R package: dupNodes <!-- badges: start -->

CRAN status Check and test package <!-- badges: end -->

Browse this from the web or check out the generated documentation

If you have an undirected network with self loops, that is, nodes connected to themselves, the usual practice is to just drop them, eschewing thus the information they provide, whith is interesting for the evolution of the network as well as the relationship of centrality measures to status. What we propose in this package is a method that helps you take into account those edges when computing betweenness centrality.

dupNodes is the companion package to paper "Intra-family links in the analysis of marital networks", with reference here.

It creates duplicates of nodes that have self loops in undirected graphs such as the one here

Node A has a self loop

in this way

Duplicated node

which has exactly the same degree and connections; in this way, the weights of these self-loops can be taken into account when computing centrality measures such as betweenness.

Installation

Install released versions from CRAN as usual, or development version from here

R library(devtools) install_github("JJ/R-dupNodes")

Reference

Please cite this paper when using this package in your work

bibtex @Article{mm24:intra_family_links, author = {Merelo, J.J. and Molinari, M.C. }, title = {Intra-family links in the analysis of marital networks}, journal = {Journal of computational social science}, year = 2024, url= {https://link.springer.com/epdf/10.1007/s42001-023-00245-4}, doi= {https://doi.org/10.1007/s42001-023-00245-4}, month = {January} }

Examples

There are some examples explained in vignettes. Use vignette("dupNodes") to access all of chem, or individually:

  • vignette("doges-social-network") to apply functions here to data from the dogesr package; this is the online version
  • vignette("florentine-social-network"), which uses data from the well-known Florentine social network, with a (documented) self-loop added; browse it in CRAN

License

The contents of this repository are (c) JJ Merelo, 2024, and are released under the GPL 3 license.

Owner

  • Name: Juan Julián Merelo Guervós
  • Login: JJ
  • Kind: user
  • Location: Granada, Spain, Europe
  • Company: UGR + Raku

Developing since 1983

Citation (CITATIONS.cff) 

cff-version: 1.1.0
message: "If you use this software, please cite it using these metadata."
authors: 
  - family-names: Merelo
    given-names: JJ
    orcid: "https://orcid.org/0000-0002-1385-9741"
  - family-names: Molinari
    given-names: M. Cristina
    orcid: "https://orcid.org/0000-0002-6380-6795"

title: "Intra-family links in the analysis of marital networks"
version: 0.1.0
date-released: 2024-02-01
license: "CC0-1.0"
repository-code: "https://github.com/JJ/R-dupNodes"

GitHub Events

Total
  • Issues event: 2
  • Push event: 2
Last Year
  • Issues event: 2
  • Push event: 2

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 138
  • Total Committers: 1
  • Avg Commits per committer: 138.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 84
  • Committers: 1
  • Avg Commits per committer: 84.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
JJ Merelo j****o@g****m 138

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 24
  • Total pull requests: 0
  • Average time to close issues: 12 days
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 0.08
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: 18 minutes
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • JJ (20)
Pull Request Authors
Top Labels
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Dependencies

.github/workflows/R-stuff.yml actions
  • actions/checkout v4 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
.github/workflows/jekyll-gh-pages.yml actions
  • actions/checkout v4 composite
  • actions/configure-pages v4 composite
  • actions/deploy-pages v4 composite
  • actions/jekyll-build-pages v1 composite
  • actions/upload-pages-artifact v3 composite