WeightedCluster

2.0

Clustering of Weighted Data

7packages depend

20.7Kdownloads / year

23.2%test coverage

10/13checks pass

Overview

About

Maintained by Matthias StuderFirst published 2013-03-0112 releasesCRAN page ↗

Clusters state sequences and weighted data. It provides an optimized weighted PAM algorithm as well as functions for aggregating replicated cases, computing cluster quality measures for a range of clustering solutions, sequence analysis typology validation using parametric bootstraps and plotting (fuzzy) clusters of state sequences. It further provides a fuzzy and crisp CLARA algorithm to cluster large database with sequence analysis, and a methodological framework for Robustness Assessment of Regressions using Cluster Analysis Typologies (RARCAT).

Install

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

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

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

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-weightedcluster

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-WeightedCluster

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-WeightedCluster

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1WARNING2NOTE10OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
WARNING r-oldrel-macos-arm64

Slowest check: 19.8 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.02

23.2%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

WARNING2026-03-30
10 OK · 2 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
9 OK · 2 NOTE · 2 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 0% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 88%
References docs: 61%

Downloads

20.7K

CRAN downloads in the past year

Rank #3,549 · ~57/day · ~1.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

1K30 days

3.2K90 days

20.7K1 year

Compare downloads with other packages →

Also on517 r2u29 autocran4.1K conda_forge

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.0.0TraMineRcluster

Imports (11)

utilsRColorBrewer foreach progressr future doFuturennetfastcluster vegclust lme4 margins

LinkingTo (0)

none

Suggests (11)

RUnit knitr isotone veganlatticermarkdown Cairo progress DirichletReg betareg fpc

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

0indirect

ClusterStability MCseqReplic MEDseq dTBM SuperCell TraMineR seqhandbook

Code & Tests

Code Composition

R 3,634 (35%)Vignettes 2,917 (28%)C++ 1,739 (17%)Rd 1,377 (13%)Other 579 (6%)C 270 (3%)

Code characteristics

Object systems

S328

Cyclomatic complexity: 4.0 median / 48 max
Test cases: 5 / 0.02 per code line

Test coverage

Line coverage

23%

Expression

25.5%

Tests / Examples

23.2% / 58% ex

Functions

115 19 exported

Complexity

7.5 avg / 48 max

Call network

115 nodes / 69 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

115 functions

Function	Cyclo	Coverage
as.seqtree exp	1	0%
bootclustrange exp	18	0%
clustassoc exp	5	0%
dtcut exp	6	0%
fuzzyseqplot exp	12	0%
rarcat exp	17	0%

People & History

People (2)

Maintainer (1)

Matthias Studer

Author, Maintainer

Authors (1)

Matthias Studer

Author, Maintainer

Contributors (1)

Leonard Roth

Contributor · added in 2.0

Package Timeline

12 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
2.0Latest
2025-12-10 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.8-1
2024-12-10 · diff ↗
1.8-0
2024-10-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.6-4
2023-07-07 · diff ↗
1.6-2
2023-05-17 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.6-0
2021-10-05 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.4-1
2020-07-06 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.4
2019-03-21 · diff ↗

Show 11 earlier events

R
R 3.5.0 released · 2018-04-23
1.2-1
2017-06-20 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.2
2014-01-19 · diff ↗
1.0.1
2013-12-21 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.0
2013-03-01
R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-03-01
Total releases: 12 / 13 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.0.0
Download size: 3.1 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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