R Observatory: Metrics for TextAnalysisR version 0.1.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TextAnalysisR

0.1.5Package record

A Text Mining Workflow Tool

0packages depend

1Kdownloads / year

14.5%test coverage

13/13flavors OK

Overview

About

Maintained by Mikyung ShinCRAN page ↗GitHub ↗Website ↗Issues ↗

Provides a text mining and natural language processing workflow for documents. Includes preprocessing via 'quanteda', lexical analysis (term frequency-inverse document frequency, log-odds ratios, lexical diversity) via 'tidytext', topic modeling via 'stm' and the 'BERTopic' approach, semantic similarity and document clustering on transformer representations, an interactive 'Shiny' interface with 'ggplot2' visualization, optional 'spaCy' preprocessing, and local 'sentence-transformers' or web-based ('OpenAI', 'Gemini') model providers for retrieval-augmented generation, as described in Shin et al. (2026) doi:10.1177/07319487251412879.

Changes in 0.1.5

Coded output tells a declined unit from a failed call.
Confidence outside 0 to 1 is dropped, not clamped.
Inter-coder agreement reports the unit count each statistic used.
Coded assignments export as CSV or Excel.
Added estimate_topic_effects() for STM prevalence effects.
Fixed neural-classifier sentiment scoring.
Prevented the hosted app from crashing on large datasets.

From NEWS.md in the release

Install

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

install.packages("TextAnalysisR", 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("mshin77/TextAnalysisR")

Development version from mshin77/TextAnalysisR. 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-textanalysisr

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-TextAnalysisR

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-TextAnalysisR

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

13OK

CRAN check page ↗

Slowest check: 7.9 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE11 OK, 1 NOTE2026-08-01
OK7 OK2026-07-28

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.5

READMEYes · 200 wordsVignettesYes · 12 · dynamicNEWSYes · 100% structured · mentions 0.1.5Citation fileYes · software entry onlyWebsiteYes · pkgdown

Help pages: 228 (87 internal)includes a package overview page
Examples that run: 54%42 run in a plain check (39 of them under a condition) · 36 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 1%

Vignettes (12)

Show 2 moreHide 2 vignettes

Semantic Analysis HTML
Topic Modeling HTML

How these are measured

Downloads

1K

CRAN downloads in the past year

Rank #9,918 · ~3/day · ~84/mo

Releases R versions

Daily download trend is not available in this view yet.

42030 days

1K90 days

1K1 year

Compare downloads with other packages →

Also on20 r2u5 autocran

How downloads are counted

Repository

mshin77/textanalysisr ↗Account: mshin77

2Stars

0Forks

0Open issues

0Open PRs

0Releases

384Commits

1Commit identities

text-miningtopic-modelingword-networksr-packagebert-modellexiconollamapython

384 commits · Last activity 2026-10-21 · 0% stars, 30d · Default branch at 0.1.5.9000, ahead of CRAN 0.1.5 (checked 2026-10-18)

Responsiveness

not measured

Stars over time

2026-07-28 · 12026-08-01 · 2

How these are measured

PracticesBeta

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

Checks run against github.com/mshin77/textanalysisr on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Security policy

Docs source (2)

pkgdown

GitHub Pages site last deployed 2026-10-18

pkgdown site last built 2026-08-19, before release 0.1.5 (2026-09-13)

Lint, format, editor (2)

lintrRStudio project

Show all practicesHide 1 practice

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

60 external dependencies (excludes base and recommended)

Installing TextAnalysisR adds 82 packages (45 with compiled code, 74 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (1)

R >= 4.0

Imports (24)

dplyr DT ggplot2grDeviceshtmltools htmlwidgets igraph magrittrMatrixmethodsquanteda quanteda.textstats RColorBrewer rlang scales shinystatstibble tidyr tidytexttoolsutilswidyr withr

LinkingTo (0)

none

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 (1)

Mikyung Shin

Author, Maintainer since 0.1.4 (2026)

Releases (2)

Pick two releases to compare their code metrics.

0.1.5Latest
record
2026-09-13 · current release · diff ↗ ·
added 17 exports
add_memo, align_categories, apply_codes, assign_noise, cluster_embedding_topics, code_agreement, code_retest, detect_language, detect_language_llm, estimate_topic_effects, get_memos, log_round, merge_codes, round_summary, split_texts, uncoded_units, validate_categories
0.1.4
record
2026-07-27
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-27
Total releases: 2 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.0
Bundled data: 595 KB / 4 files
Download size: 2.9 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("TextAnalysisR")

The package provides a citation file, so citation() returns the authors' own entry.

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 TextAnalysisR version 0.1.5 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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