R Observatory: Metrics for tidylda version 0.0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidylda

0.0.7

Latent Dirichlet Allocation Using 'tidyverse' Conventions

0packages depend

4.5Kdownloads / year

90.4%test coverage

13/13checks pass

Overview

About

Maintained by Tommy JonesFirst published 2021-07-196 releasesCRAN page ↗GitHub ↗

Implements an algorithm for Latent Dirichlet Allocation (LDA), Blei et at. (2003) https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf, using style conventions from the 'tidyverse', Wickham et al. (2019)doi:10.21105/joss.01686, and 'tidymodels', Kuhn et al.https://tidymodels.github.io/model-implementation-principles/. Fitting is done via collapsed Gibbs sampling. Also implements several novel features for LDA such as guided models and transfer learning.

Install

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

install.packages("tidylda", 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("TommyJones/tidylda")

Development version from TommyJones/tidylda. 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-tidylda

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-tidylda

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-tidylda

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

Health

CRAN checks

13OK

Slowest check: 5.1 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.62

90.4%

Coverage · measured lines

100%

Documentation · exports

13

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 434 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 25%
Documented parameters: 100%
Return-value docs: 75%
References docs: 4%

Downloads

4.5K

CRAN downloads in the past year

Rank #12,210 · ~12/day · ~372/mo

Releases R versions

Daily download trend is not available in this view yet.

19330 days

81490 days

4.5K1 year

Compare downloads with other packages →

Also on406 r2u17 autocran

Repository

GitHub ↗ tommyjones/tidylda

42Stars

3Forks

10Open issues

0Open PRs

6Releases

518Commits

4Contributors

518 commits · Last activity 2026-03-09

Stars over time

2025-05-23 · 422026-07-07 · 42

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tommyjones/tidylda on 2026-08-16.

Continuous integration (2)

GitHub ActionsAppVeyor

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (13)

dplyr generics gtoolsMatrixmethodsmvrsquared (>= 0.1.0)Rcpp rlangstatsstringr tibble tidyr tidytext

LinkingTo (4)

Rcpp RcppArmadillo RcppProgress RcppThread

Suggests (10)

ggplot2 knitrparallelquanteda testthat tm slam spelling covr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Tommy Jones

Author, Maintainer

Authors (1)

Tommy Jones

Author, Maintainer

Contributors (2)

Brendan Knapp

Contributor

Barum Park

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.0.7Latest
2025-11-14 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.0.5
2024-04-22 · diff ↗
unarchivedReturned to CRAN
2024-04-22
archivedRemoved from CRAN
2024-04-20
issues were not corrected in time
0.0.4
2023-12-01 · diff ↗
0.0.3
2023-07-14 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.0.2
2021-12-08 · diff ↗
0.0.1
2021-07-19
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-19
Total releases: 6 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 200 KB / 2 files
Download size: 592 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidylda")

Format

Jones, T., Knapp, B., & Park, B. (2025). tidylda: Latent Dirichlet Allocation Using 'tidyverse' Conventions (Version 0.0.7) [Computer software]. https://doi.org/10.32614/CRAN.package.tidylda

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 tidylda version 0.0.7 [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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