R Observatory: Metrics for nett version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nett

1.0.0Package record

Network Analysis and Community Detection

0packages depend

2.7Kdownloads / year

17.3%test coverage

0/13flavors OK

Overview

About

Maintained by Arash A. AminiCRAN page ↗GitHub ↗Issues ↗

Features tools for the network data analysis and community detection. Provides multiple methods for fitting, model selection and goodness-of-fit testing in degree-corrected stochastic blocks models. Most of the computations are fast and scalable for sparse networks, esp. for Poisson versions of the models. Implements the following: Amini, Chen, Bickel and Levina (2013) doi:10.1214/13-AOS1138 Bickel and Sarkar (2015) doi:10.1111/rssb.12117 Lei (2016) doi:10.1214/15-AOS1370 Wang and Bickel (2017) doi:10.1214/16-AOS1457 Zhang and Amini (2020) arXiv:2012.15047 Le and Levina (2022) doi:10.1214/21-EJS1971.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("nett", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("aaamini/nett")

Development version from aaamini/nett. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-nett

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-nett

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-nett

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13NOTE

Check messages

NOTERd filesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64

checkRd: (-1) spec_clust.Rd:33: Lost braces; missing escapes or markup?
    33 | A label vector of size n x 1 with elements in {1,2,...,K}
       |                                               ^

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Arash A. Amini <aaamini@ucla.edu>’

The Description field contains
  <doi:10.1214/16-AOS1457> Zhang and Amini (2020) <arXiv:2012.15047> Le
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

CRAN check page ↗

Slowest check: 15.1 min · r-release-windows-x86_64

Status changes

NOTE13 NOTE2026-06-09
ERROR12 NOTE, 1 ERROR2026-06-08
NOTE14 NOTE2026-04-22
ERROR13 NOTE, 1 ERROR2026-04-18
NOTE14 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMEYes · 193 wordsVignettesYes · 4 · dynamicNEWSNoCitation fileNo

Help pages: 39 (1 internal)
Examples that run: 100%7 run in a plain check
Exported functions with examples: 18%
Documented parameters: 99%
Return-value docs: 100%
Help pages citing references: 3%

Vignettes (4)

How these are measured

Downloads

2.7K

CRAN downloads in the past year

Rank #15,583 · ~7/day · ~226/mo

Releases R versions

Daily download trend is not available in this view yet.

22030 days

79490 days

2.7K1 year

Compare downloads with other packages →

Also on351 r2u5 autocran

How downloads are counted

Repository

aaamini/nett ↗Account: aaamini

8Stars

3Forks

0Open issues

0Open PRs

0Releases

105Commits

2Commit identities

105 commits · Last activity 2022-11-10

Responsiveness

not measured

Stars over time

2023-07-06 · 82026-07-07 · 8

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/aaamini/nett on 2026-10-21.

Docs source (2)

pkgdown

GitHub Pages site last deployed 2022-11-10

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Installing nett adds 5 packages (3 with compiled code, 3.4 MB of source tarballs). Heaviest: Rcpp 1.8 MB, RcppArmadillo 1.0 MB, iterators 293 KB.

Depends (1)

R >= 2.10

Imports (8)

magrittr RcppMatrixforeachmethodsstatsgrDevicesgraphics

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (12)

testthat knitr rmarkdown igraph ggplot2 dplyr tidyr tibble mixtools EnvStats purrr RSpectra

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Arash A. Amini

Author, Maintainer since 1.0.0 (2022)

Linfan Zhang

Author

Releases (1)

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
1.0.0Latest
record
2022-11-09 · current release
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-11-09
Total releases: 1 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 248 KB / 1 file
Download size: 753 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nett")

Format

Amini, A. A., & Zhang, L. (2022). nett: Network Analysis and Community Detection (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.nett

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.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for nett version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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