R Observatory: Metrics for acR version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CRAN requires the check problems on this package to be fixed before 2026-08-21 or it will be archived.

acR

0.3.2

Content Analysis in R: Integrated Qualitative (LLMs) and Quantitative Pipeline

0packages depend

84downloads / year

64.9%test coverage

8/13checks pass

Overview

About

Maintained by Anderson HenriqueFirst published 2026-08-071 releasesCRAN page ↗GitHub ↗

Provides an integrated pipeline for content analysis combining qualitative coding assisted by large language models (LLMs) with classical quantitative text analysis. Includes modules for pre-processing (tokenization, stopwords for Brazilian Portuguese), descriptive statistics, keyness, co-occurrence networks, word clouds (including comparative and X-ray variants), sentiment analysis via OpLexicon, Latent Dirichlet Allocation (LDA), inter-coder reliability metrics (Krippendorff, Gwet), and modern visualizations based on ggplot2. Special focus on Brazilian corpora and political-institutional codebooks. Inspired by Maerz and Benoit (2025) https://quallmer.github.io/quallmer/.

Latest changes · 0.3.2

Install

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

install.packages("acR", 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("andersonheri/acR")

Development version from andersonheri/acR. Installs pak first if it is not already available.

# 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-acR

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-acR

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

Health

CRAN checks

5ERROR8OK

Failing flavors

ERROR r-devel-linux-x86_64-fedora-gcc
ERROR r-oldrel-macos-arm64
ERROR r-oldrel-macos-x86_64
ERROR r-release-macos-arm64
ERROR r-release-macos-x86_64

Slowest check: 5.4 min · r-oldrel-macos-x86_64

Check history

ERROR2026-08-08
1 OK · 0 NOTE · 0 WARNING · 5 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

84

CRAN downloads in the past year

Rank #24,861 · ~0/day · ~7/mo

Releases R versions

Daily download trend is not available in this view yet.

8430 days

8490 days

841 year

Compare downloads with other packages →

Also on17 autocran

Repository

GitHub ↗ andersonheri/acr

2Stars

0Forks

0Open issues

0Open PRs

0Releases

131Commits

2Contributors

131 commits · Last activity 2026-08-07

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/andersonheri/acr on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Coverage (1)

Codecov

Governance and community (2)

Issue templatesPR template

How this is detected·Detection ruleset v1 (2026-07-18)

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-07-16

claude

Most recent: claude on 2026-07-16

Evidence

claude: on 2026-07-16 · evidence A, B, D · sole bot-author seen

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

39 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (13)

cli dplyr httr2 irr jsonlite purrr rlang stringr tibble tidyr tidyselect withr yaml

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Anderson Henrique

Author, Maintainer

Authors (1)

Anderson Henrique

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

0.3.2Latest
2026-08-07 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-08-07
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 2.9 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("acR")

Format

Anderson Henrique. (2026). acR: Content Analysis in R: Integrated Qualitative (LLMs) and Quantitative Pipeline (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.acR

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 acR version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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