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Data Cloud Geometry (DCG): Using Random Walks to Find Community Structure in Social Network Analysis

0packages depend
2.6Kdownloads / year
68.2%test coverage
13/13flavors OK

Overview

About

Data cloud geometry (DCG) applies random walks in finding community structures for social networks. Fushing, VanderWaal, McCowan, & Koehl (2013) (doi:10.1371/journal.pone.0056259).

Install

Health

CRAN checks
13OK
Slowest check: 1.5 min · r-devel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 0.9.3
READMENoVignettesYes · 1 · dynamicNEWSYes · 67% structured · does not mention 0.9.3Citation fileNoWebsitenot declared in DESCRIPTION
Help pages
11
Examples that run
100%6 run in a plain check
Exported functions with examples
75%
Documented parameters
100%
Return-value docs
88%
Help pages citing references
45%
Vignettes (1)

Downloads

2.6K
CRAN downloads in the past year
Rank #16,440 · ~7/day · ~214/mo
Daily download trend is not available in this view yet.
26830 days
77290 days
2.6K1 year
Compare downloads with other packages →
Also on73 r2u9 autocran

Dependencies

Declared dependencies
5 external dependencies (excludes base and recommended)

Installing DCG adds no packages beyond those that come with R.

Depends (1)
R >= 2.14.0
Imports (1)
stats
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Datasets

People & History

People (6)
Author, Maintainer since 0.9.3 (2019) · added in 0.9.3
Author
Author, Copyright holder
Author
Author, Copyright holder

Previously maintained by Jian Jin (0.9.2).

Releases (2)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • R
    R 4.0.0 released · 2020-04-24
  • R
    R 3.6.0 released · 2019-04-26
  • 0.9.3Latest
    record
    2019-04-09 · current release · diff ↗
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • 0.9.2
    record
    2016-06-08
  • R
    R 3.3.0 released · 2016-05-03

Package metadata

First published
2016-06-08
Total releases
2 / 10 yrs
License
GPL (>= 2) OSI
Copyright
Fushing Lab & McCowan Lab, University of California, Davis
Minimum R
≥ 2.14.0
Bundled data
1.9 KB / 1 file
Download size
330 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DCG")
Vandeleest, J., Beisner, B., Chen, C., Fushing, H., Jin, J., & McCowan, B. (2019). DCG: Data Cloud Geometry (DCG): Using Random Walks to Find Community Structure in Social Network Analysis (Version 0.9.3) [Computer software]. https://doi.org/10.32614/CRAN.package.DCG

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for DCG version 0.9.3 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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