R Observatory: Metrics for teal.modules.general version 0.9.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

teal.modules.general needs flextable (through teal.reporter), which CRAN will archive unless its check problems are fixed by Oct 22.

teal.modules.general

0.9.0Package record

General Modules for 'teal' Applications

0packages dependsuggested by 1

5.9Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Dony UnardiCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: F. Hoffmann-La Roche AG

Prebuilt 'shiny' modules containing tools for viewing data, visualizing data, understanding missing and outlier values within your data and performing simple data analysis. This extends 'teal' framework that supports reproducible research and analysis.

Changes in 0.9.0

Bug fixes

Fixed tm_missing_data failing with dplyr (>= 1.1.0) when grouping by subject, which raised a "must be size 1" error (#1013).
Fixed "rotate x labels" and "ggplot2 theme" plot settings in tm_variable_browser having no effect on the summary plot, which always used theme_light() with a fixed label angle (#1015).
Fixed plot ticks for Date types in tm_variable_browser data type (#1015).
Fixed integration tests (#1018)

From NEWS.md in the release

Install

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

install.packages("teal.modules.general", 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("insightsengineering/teal.modules.general")

Development version from insightsengineering/teal.modules.general. 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-teal.modules.general

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-teal.modules.general

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-teal.modules.general

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: 19.7 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.9.0

READMEYes · 239 wordsVignettesYes · 11 · evaluation depends on the environmentNEWSYes · 100% structured · mentions 0.9.0Citation fileNoWebsiteYes · pkgdown

Help pages: 22 (4 internal)includes a package overview page
Examples that run: 100%19 run in a plain check
Exported functions with examples: 100%
Documented parameters: 74%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (11)

Decorate Module Output
Getting started with teal.modules.general HTML
Using association plot HTML
Using bivariate plot HTML
Using cross table HTML
Using data table HTML
Using outliers module HTML
Using regression plots HTML
Using response plot HTML
Using scatterplot HTML

Show 1 moreHide 1 vignette

Using scatterplot matrix HTML

How these are measured

Downloads

5.9K

CRAN downloads in the past year

Rank #4,389 · ~16/day · ~493/mo

Releases R versions

Daily download trend is not available in this view yet.

72030 days

1.9K90 days

5.9K1 year

Compare downloads with other packages →

Also on123 r2u12 autocran

How downloads are counted

Repository

insightsengineering/teal.modules.general ↗Organization: insightsengineering

17Stars

23Forks

40Open issues

2Open PRs

23Releases

1,641Commits

83Commit identities

modulesrnestgeneral-purposeshiny

1,641 commits · Last activity 2026-10-16 · +6.3% stars, 30d · The default branch showed an older version (0.8.0.9003) than CRAN on 2026-10-11 · Discussions: 1 post

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: 50
Median days to close, 50 most recently updated closed PRs: 5

Stars over time

2025-08-28 · 152026-09-28 · 17

How these are measured

PracticesBeta

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

Checks run against github.com/insightsengineering/teal.modules.general on 2026-10-11.

Continuous integration (2)

GitHub ActionsGitLab CI

Governance and community (6)

Code of conductContributing guideIssue templatesPR templateSecurity policy

Funding links: pharmaverse.org

Docs source (2)

pkgdown

GitHub Pages site last deployed 2026-10-08

pkgdown site last built 2026-08-02, before release 0.9.0 (2026-10-10)

Coverage (1)

Coverage reporting

Show all practicesHide 3 practices

CRAN release process (1)

revdep/

Automation and maintenance (1)

pre-commit

Lint, format, editor (2)

lintrRStudio project

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2025-07-04
Seen in the repository: .github/workflows/copilot-setup-steps.yml
Pull request: opened by its own account
Commits: 1 by its own account · at least 1 crediting it in the message

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

52 external dependencies (excludes base and recommended)

Installing teal.modules.general adds 182 packages (73 with compiled code, 171 MB of source tarballs). Heaviest: stringi 11 MB, rtables 7.0 MB, ggplot2 6.0 MB.

Depends (6)

R >= 4.1ggplot2 shiny teal (>= 1.2.1)teal.picks teal.transform

LinkingTo (0)

none

Suggests (10)

gtsummary knitr logger nestcolor pkgload roxy.shinylive rvest shinytest2 testthat withr

Enhances (0)

none

Dependencies facing archival

CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.

flextable through teal.reporterfix by Oct 22

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

uteals

How these are counted

Code & Tests

People & History

People (9)

Dony Unardi

Author, Maintainer since 0.7.0 (2026) · added in 0.7.0

Author

Author

Author

Author

Author

Author

Contributor

F. Hoffmann-La Roche AG

Copyright holder, Funder

Previously maintained by Dawid Kaledkowski (0.3.0 to 0.6.0).

Releases (9)

Pick two releases to compare their code metrics.

0.9.0Latest
record
2026-10-10 · current release · diff ↗
0.8.0
record
2026-08-02 · diff ↗ ·
added 1 export
tm_tbl_summary
R
R 4.6.0 released · 2026-04-24
0.7.0
record
2025-12-03 · diff ↗ ·
removed 1 export
get_scatterplotmatrix_stats
0.6.0
record
2025-12-03 · diff ↗ ·
added 2 exports
geom_mosaic, tm_rmarkdown
0.5.1
record
2025-10-22 · diff ↗
0.5.0
record
2025-08-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.4.1
record
2025-04-01 · diff ↗
0.4.0
record
2025-02-28 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.3.0
record
2024-03-05
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-03-05
Total releases: 9 / 2 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 4.1
Download size: 434 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("teal.modules.general")

Format

Unardi, D., F. Hoffmann-La Roche AG, Burkoff, N., Hallal, M., Kaledkowski, D., Nasinski, M., Pagacz, K., Rucki, P., & Slama, O. (2026). teal.modules.general: General Modules for 'teal' Applications (Version 0.9.0) [Computer software]. https://doi.org/10.32614/CRAN.package.teal.modules.general

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 teal.modules.general version 0.9.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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