R Observatory: Metrics for visdat version 0.6.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

visdat

0.6.0

Preliminary Visualisation of Data

6packages depend

290.6Kdownloads / year

95.7%test coverage

13/13checks pass

Overview

About

Maintained by Nicholas TierneyFirst published 2017-07-115 releasesCRAN page ↗GitHub ↗

Create preliminary exploratory data visualisations of an entire dataset to identify problems or unexpected features using 'ggplot2'.

Install

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

install.packages("visdat", 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("ropensci/visdat")

Development version from ropensci/visdat. 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-visdat

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-visdat

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-visdat

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

Health

CRAN checks

13OK

Slowest check: 2.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 2.14

95.7%

Coverage · measured lines

92%

Documentation · exports

12

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,051 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

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

Downloads

290.6K

CRAN downloads in the past year

Rank #822 · ~796/day · ~24.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

17K30 days

59.6K90 days

290.6K1 year

Compare downloads with other packages →

Also on5.6K r2u18 autocran3.4K conda_forge98 c2d4u

Repository

GitHub ↗ ropensci/visdat

462Stars

47Forks

30Open issues

1Open PRs

6Releases

547Commits

20Contributors

missingnessvisualisationrexploratory-data-analysisropenscir-packagerstatspeer-reviewed

547 commits · Last activity 2026-08-12 · 0% stars, 30d

Stars over time

2025-08-15 · 4562026-07-07 · 462

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/ropensci/visdat on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (3)

cran-comments.mdrevdep/CRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (3)

AirVS CodeRStudio project

Coverage (1)

Codecov

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.2

Imports (12)

ggplot2 tidyr dplyr purrr readr magrittrstatstibble glue forcats cli scales

LinkingTo (0)

none

Suggests (8)

testthat plotly knitr rmarkdown vdiffr spelling covr stringr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

6direct

7indirect

EDAForge naniar studentlife vegetablesSriLanka pell tabnet

Code & Tests

Datasets

People & History

People (7)

Maintainer (1)

Nicholas Tierney

Author, Maintainer

Authors (1)

Nicholas Tierney

Author, Maintainer

Contributors (4)

Nic Crane

Contributor · added in 0.5.2

Stuart Lee

Contributor · added in 0.5.1

Christophe Regouby

Contributor · added in 0.6.0

Earo Wang

Contributor · added in 0.5.1

Reviewers (2)

Mara Averick

Reviewer · added in 0.5.1

Sean Hughes

Reviewer · added in 0.5.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.6.0Latest
2023-02-02 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.5.3
2019-02-15 · diff ↗
0.5.2
2018-12-10 · diff ↗
0.5.1
2018-07-04 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.0
2017-07-11
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-07-11
Total releases: 5 / 9 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.2.2
Bundled data: 120 KB / 3 files
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("visdat")

Format

Tierney, N., Averick, M., Crane, N., Hughes, S., Lee, S., Regouby, C., & Wang, E. (2023). visdat: Preliminary Visualisation of Data (Version 0.6.0) [Computer software]. https://doi.org/10.32614/CRAN.package.visdat

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 visdat version 0.6.0 [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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