R Observatory: Metrics for teal version 1.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

teal

1.2.1

Exploratory Web Apps for Analyzing Clinical Trials Data

4packages depend

49Kdownloads / year

80.8%test coverage

12/13checks pass

Overview

About

Maintained by Dony UnardiFirst published 2024-02-098 releasesCRAN page ↗GitHub ↗

A 'shiny' based interactive exploration framework for analyzing clinical trials data. 'teal' currently provides a dynamic filtering facility and different data viewers. 'teal' 'shiny' applications are built using standard 'shiny' modules.

Install

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

install.packages("teal", 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")

Development version from insightsengineering/teal. 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

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-teal

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

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 10.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.24

80.8%

Coverage · measured lines

100%

Documentation · exports

21

Dependencies · direct

Check history

NOTE2026-06-19
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-17
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-06-09
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-05-02
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-25
10 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 428 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 89%
Return-value docs: 62%
References docs: 0%

Downloads

49K

CRAN downloads in the past year

Rank #3,369 · ~134/day · ~4.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

84030 days

3.1K90 days

49K1 year

Compare downloads with other packages →

Also on200 r2u21 autocran

Repository

GitHub ↗ insightsengineering/teal

263Stars

61Forks

67Open issues

7Open PRs

21Releases

3,191Commits

98Contributors

shinyrclinical-trialswebappnest

3,191 commits · Last activity 2026-07-29 · -0.4% stars, 30d

Stars over time

2025-08-15 · 2172026-08-05 · 263

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/insightsengineering/teal on 2026-08-16.

Continuous integration (2)

GitHub ActionsGitLab CI

Reproducibility and dev environment (1)

Dev Container

CRAN release process (1)

revdep/

Automation and maintenance (1)

pre-commit

Show all practices

Lint, format, editor (2)

lintrRStudio project

Governance and community (2)

Issue templatesSecurity policy

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: copilot on 2025-10-10

copilot

Most recent: copilot on 2025-10-10

Evidence

copilot: on 2025-10-10 · evidence A, PR · sole bot-author seen
agents-md: on 2025-12-23 · evidence D

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

Dependencies

Declared dependencies

31 external dependencies (excludes base and recommended)

Depends (4)

R >= 4.1shiny teal.data teal.slice

Imports (18)

bsicons bslib checkmate cli htmltools jsonlite lifecycle loggermethodsrlang shinyjsstatsteal.code (>= 0.7.0)teal.logger teal.reporter teal.widgetstoolsutils

LinkingTo (0)

none

Suggests (14)

ggplot2 knitr mirai MultiAssayExperiment R6 renv rmarkdown (>= 2.23)roxy.shinylive rvest shinytest2 shinyvalidate testthat withr yaml (>= 1.1.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

0indirect

teal.modules.clinical teal.modules.general teal.picks uteals

Code & Tests

People & History

People (19)

Maintainer (1)

Dony Unardi

Author, Maintainer

Authors (15)

Dony Unardi

Author, Maintainer

Nikolas Burkoff

Author

Aleksander Chlebowski

Author

Author

Author

Author

Author

Author · added in 0.15.1

Author

Author

Author

Author

Author

Author

Author

Contributors (1)

Maximilian Mordig

Contributor

Copyright holders (1)

F. Hoffmann-La Roche AG

Copyright holder, Funder

Funders (1)

F. Hoffmann-La Roche AG

Copyright holder, Funder

Reviewers (2)

Chendi Liao

Reviewer

Nina Qi

Reviewer · added in 1.0.0

Package Timeline

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

1.2.1Latest
2026-07-29 · current release · diff ↗
1.2.0
2026-06-30 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.0
2025-11-17 · diff ↗
1.0.0
2025-08-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.16.0
2025-02-23 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.15.2
2024-03-07 · diff ↗
0.15.1
2024-02-23 · diff ↗
0.15.0
2024-02-09
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-09
Total releases: 8 / 2 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 4.1
Download size: 2.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("teal")

Format

Unardi, D., F. Hoffmann-La Roche AG, Burkoff, N., Chlebowski, A., Hallal, M., Kaledkowski, D., Kirar, K., Kosinski, M., Lewandowski, T., Liao, C., Mordig, M., Nasinski, M., Pagacz, K., Qi, N., Rucki, P., Verissimo, A., Viyash, V., Waddell, A., & Zhao, J. (2026). teal: Exploratory Web Apps for Analyzing Clinical Trials Data (Version 1.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.teal

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 teal version 1.2.1 [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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