R Observatory: Metrics for LLMing version 1.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

LLMing

1.3.0Package record

Large Language Model (LLM) Tools for Psychological Text Analysis

0packages depend

3.7Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Lindley SlipetzCRAN page ↗GitHub ↗Issues ↗

A collection of large language model (LLM) text analysis methods designed with psychological data in mind. Currently, LLMing (aka "lemming") includes a text anomaly detection method based on the angle-based subspace approach described by Zhang, Lin, and Karim (2015) and a text generation method. doi:10.1016/j.ress.2015.05.025.

Changes in 1.3.0

Added a NEWS.md file to track changes to the package.

From NEWS.md in the release

Install

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

install.packages("LLMing", 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("sliplr19/LLMing")

Development version from sliplr19/LLMing. 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-llming

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-LLMing

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-LLMing

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: 1.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 5 earlier changesHide 5 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
NOTE11 OK, 3 NOTE2026-04-10
ERROR10 OK, 3 NOTE, 1 ERROR2026-04-09
NOTE11 OK, 3 NOTE2026-03-23
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.3.0

READMEYes · 50 wordsVignettesNoNEWSYes · 67% structured · mentions 1.3.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 14 (1 internal)includes a package overview page
Examples that run: 100%1 run in a plain check
Exported functions with examples: 8%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 7% with a bibliography file

How these are measured

Downloads

3.7K

CRAN downloads in the past year

Rank #13,669 · ~10/day · ~306/mo

Releases R versions

Daily download trend is not available in this view yet.

27530 days

84590 days

3.7K1 year

Compare downloads with other packages →

Also on103 r2u4 autocran

How downloads are counted

Repository

sliplr19/llming ↗Account: sliplr19

0Stars

0Forks

1Open issues

0Open PRs

0Releases

Last activity 2026-08-27 · The default branch showed an older version (1.2.1) than CRAN on 2026-10-18

Responsiveness

not measured

How these are measured

PracticesBeta

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

Checks run against github.com/sliplr19/llming on 2026-10-18.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing LLMing adds 97 packages (52 with compiled code, 69 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1.0

Imports (14)

Rdpack quanteda stopwords stringi dbscan pracmastatsquanteda stopwords stringiutilscaret word2vec keras3

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Lindley Slipetz

Author, Maintainer since 1.0.0 (2025)

Teague Henry

Author

Siqi Sun

Contributor

Releases (5)

Pick two releases to compare their code metrics.

1.3.0Latest
record
2026-08-27 · current release · diff ↗ ·
added 2 exports
clean_texts, construct_validity
R
R 4.6.0 released · 2026-04-24
1.2.1
record
2026-03-27 · diff ↗ ·
added 1 export
text_datagen
1.2.0
record
2026-03-22 · diff ↗
1.1.0
record
2026-01-08 · diff ↗
1.0.0
record
2025-10-21
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-21
Total releases: 5 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 35 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LLMing")

Format

Slipetz, L., Henry, T., & Sun, S. (2026). LLMing: Large Language Model (LLM) Tools for Psychological Text Analysis (Version 1.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.LLMing

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 LLMing version 1.3.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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