R Observatory: Metrics for datawizard version 1.4.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

datawizard

1.4.1Package record

Easy Data Wrangling and Statistical Transformations

16packages dependsuggested by 3

1.8Mdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Jeffrey GirardCRAN page ↗GitHub ↗Website ↗Issues ↗

A lightweight package to assist in key steps involved in any data analysis workflow: (1) wrangling the raw data to get it in the needed form, (2) applying preprocessing steps and statistical transformations, and (3) compute statistical summaries of data properties and distributions. It is also the data wrangling backend for packages in 'easystats' ecosystem. References: Patil et al. (2022) doi:10.21105/joss.04684.

Changes in 1.4.1

CHANGES

Jeffrey Girard replaces Etienne Bacher as maintainer of datawizard (#724).

FIXES

Fixed an issue in data_to_wide() where values could be assigned to wrong rows when input data were not sorted by id_cols (#713).

From NEWS.md in the release

Install

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

install.packages("datawizard", 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("easystats/datawizard")

Development version from easystats/datawizard. 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-datawizard

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-datawizard

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-datawizard

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: 20.5 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-09-16
ERROR8 OK, 2 NOTE, 3 ERROR2026-09-04
NOTE8 OK, 5 NOTE2026-08-21
ERROR7 OK, 5 NOTE, 1 ERROR2026-08-17
NOTE8 OK, 5 NOTE2026-07-29

Show 9 earlier changesHide 9 earlier changes

ERROR7 OK, 5 NOTE, 1 ERROR2026-07-23
NOTE10 OK, 3 NOTE2026-07-16
OK13 OK2026-05-24
ERROR12 OK, 1 ERROR2026-05-22
OK13 OK2026-05-09
ERROR12 OK, 1 ERROR2026-05-03
OK13 OK2026-04-29
ERROR13 OK, 1 ERROR2026-04-23
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.4.1

READMEYes · 726 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.4.1Citation fileYes · cites a publicationWebsiteYes · pkgdown

Cites a JOSS paper

Help pages: 72 (2 internal)includes a package overview page
Examples that run: 98%65 run in a plain check (7 of them under a condition) · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 96%
Documented parameters: 97%
Return-value docs: 90%
Help pages citing references: 8%

Vignettes (1)

Overview of Vignettes HTML

How these are measured

Downloads

1.8M

CRAN downloads in the past year

Rank #296 · ~4.8K/day · ~146.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

134.8K30 days

384K90 days

1.8M1 year

Compare downloads with other packages →

Also on16K r2u18 autocran22.1K conda_forge425 c2d4u

How downloads are counted

Repository

easystats/datawizard ↗Organization: easystats

238Stars

18Forks

34Open issues

13Open PRs

36Releases

1,407Commits

10Commit identities

datawranglingjanitordplyrtidyrreshaperstatsmanipulation

1,407 commits · Last activity 2026-10-16 · 0% stars, 30d · Discussions: 4 posts

Responsiveness

How these are sampled

PRs merged (all time): 93%
Median days to close, 50 most recently updated closed issues: 6
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-09-14 · 2292026-09-02 · 238

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/easystats/datawizard on 2026-10-11.

Continuous integration (1)

GitHub Actions

Governance and community (5)

Code of conductContributing guideFundingSupport guide

Funding links: GitHub Sponsors

The repository owner accepts GitHub Sponsors

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-11

pkgdown site last built 2026-10-11, before release 1.4.1 (2026-10-17)

Coverage (1)

Coverage reporting

Show all practicesHide 3 practices

CRAN release process (1)

cran-comments.md

Lint, format, editor (3)

lintrAirRStudio project

Git structural (1)

blame-ignore revs

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2025-10-08
Pull request: opened by its own account
Commits: 1 by its own account · at least 1 crediting it in the message

Review tools

Copilot code review
Commits: at least 1 accepting its review suggestions

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

37 external dependencies (excludes base and recommended)

Installing datawizard adds 1 package (0 with compiled code, 1.2 MB of source tarballs). Heaviest: insight 1.2 MB.

Depends (1)

R >= 4.0

Imports (3)

insightstatsutils

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

16direct

116indirect

Imports 16

Suggested by 3

Show all 19 packagesHide all 19 packages

Depends, Imports or LinkingTo, most downloaded first

performance bayestestR parameters effectsize correlation see ggeffects modelbased sjlabelled sjmisc sjPlot sjstats report ggstatsplot easystats statsExpressions

Suggests, most downloaded first

insight rempsyc cogmod

How these are counted

Code & Tests

Datasets

People & History

People (11)

Jeffrey Girard

Author, Maintainer since 1.4.1 (2026) · added in 1.4.1

Etienne Bacher

Author · added in 0.4.0

Mattan S. Ben-Shachar

Author

Author

Author

Author

Author

Contributor · added in 0.5.1

Elin Waring

Contributor · added in 1.4.0

Thomas J. Faulkenberry

Reviewer · added in 0.6.3

Robert Garrett

Reviewer · added in 0.6.3

Previously maintained by Etienne Bacher (0.6.5 to 1.4.0) and Indrajeet Patil (0.1.0 to 0.6.4).

Releases (38)

Pick two releases to compare their code metrics.

1.4.1Latest
record
2026-10-17 · current release · diff ↗ ·
2 hours in CRAN's queue
Listed in CRAN's incoming queue from 2026-10-17 19:55 to 2026-10-17 21:55 UTC, in 2 readings.
1.4.0
record
2026-09-10 · diff ↗
1.3.1
record
2026-04-26 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.3.0
record
2025-10-11 · diff ↗ ·
added 1 export
as.prop.table
1.2.0
record
2025-07-17 · diff ↗
1.1.0
record
2025-05-09 · diff ↗ ·
added 1 export
display
R
R 4.5.0 released · 2025-04-11
1.0.2
record
2025-03-24 · diff ↗
1.0.1
record
2025-03-07 · diff ↗
1.0.0
record
2025-01-10 · diff ↗ ·
added 2 exports
row_count, row_sums
0.13.0
record
2024-10-06 · diff ↗ ·
removed 4 exports
change_code, data_find, format_text, get_columns
0.12.3
record
2024-09-02 · diff ↗
0.12.2
record
2024-07-21 · diff ↗
0.12.1
record
2024-07-15 · diff ↗
0.12.0
record
2024-07-11 · diff ↗

Show 28 earlier eventsHide 28 earlier events

0.11.0
record
2024-06-05 · diff ↗ ·
added 1 export
extract_column_names
R
R 4.4.0 released · 2024-04-24
0.10.0
record
2024-03-26 · diff ↗ ·
added 2 exports
data_replicate, data_summary
0.9.1
record
2023-12-21 · diff ↗
0.9.0
record
2023-09-15 · diff ↗ ·
added 4 exports
contr.deviation, data_seek, means_by_group, row_means
0.8.0
record
2023-06-16 · diff ↗ ·
removed 5 exports
compact_character, compact_list, is_empty_object, object_has_names, object_has_rownames

added 4 exports
data_modify, data_separate, data_unite, rowid_as_column
R
R 4.3.0 released · 2023-04-21
0.7.1
record
2023-04-03 · diff ↗ ·
removed 1 export
add_labs

added 2 exports
assign_labels, labels_to_levels
0.7.0
record
2023-03-22 · diff ↗ ·
added 5 exports
add_labs, data_write, mean_sd, median_mad, recode_into
0.6.5
record
2022-12-15 · diff ↗
0.6.4
record
2022-11-19 · diff ↗ ·
added 3 exports
data_codebook, data_duplicated, data_unique
0.6.3
record
2022-10-22 · diff ↗
0.6.2
record
2022-10-05 · diff ↗
0.6.1
record
2022-09-25 · diff ↗
0.6.0
record
2022-09-15 · diff ↗ ·
removed 5 exports
data_cut, data_recode, data_shift, data_to_factor, data_to_numeric

added 6 exports
coef_var, data_arrange, data_peek, distribution_coef_var, recode_values, text_format
0.5.1
record
2022-08-18 · diff ↗
0.5.0
record
2022-08-07 · diff ↗ ·
removed 5 exports
convert_data_to_numeric, data_findcols, data_rescale, data_reverse, extract

added 9 exports
categorize, change_code, coerce_to_numeric, colnames_to_row, rescale, reverse, row_to_colnames, slide, to_factor
0.4.1
record
2022-05-16 · diff ↗ ·
added 12 exports
data_find, data_group, data_read, data_recode, data_shift, data_tabulate, data_to_factor, data_ungroup, distribution_mode, print_html, print_md, unnormalize
R
R 4.2.0 released · 2022-04-22
0.4.0
record
2022-03-30 · diff ↗ ·
added 11 exports
column_as_rownames, convert_na_to, data_filter, data_select, find_columns, get_columns, rownames_as_column, weighted_mad, weighted_mean, weighted_median, weighted_sd
0.3.0
record
2022-03-03 · diff ↗ ·
added 15 exports
convert_to_na, data_cut, data_join, data_merge, data_reverse, data_rotate, empty_columns, empty_rows, object_has_names, object_has_rownames, remove_empty, remove_empty_columns, remove_empty_rows, replace_nan_inf, reverse_scale
0.2.3
record
2022-01-26 · diff ↗ ·
added 3 exports
compact_character, compact_list, is_empty_object
0.2.2
record
2022-01-04 · diff ↗ ·
added 2 exports
data_extract, extract
0.2.1
record
2021-10-04 · diff ↗ ·
added 3 exports
centre, standardise, unstandardise
0.2.0.1
record
2021-09-02 · diff ↗
0.2.0
record
2021-08-17 · diff ↗ ·
removed 1 export
check_multimodal

added 4 exports
data_rename_rows, data_rescale, data_transpose, visualisation_recipe
0.1.0
record
2021-06-18
R
R 4.1.0 released · 2021-05-18

Across CRAN, the median accepted release of the past year spent 19 hours in the queue, 90% under 11 days.How queue time is measured

Package metadata

First published: 2021-06-18
Total releases: 38 / 5 yrs
License: MIT + file LICENSE OSI · relicensed from GPL (>= 3) in 0.9.0
Minimum R: ≥ 4.0
Bundled data: 28 KB / 2 files
Download size: 432 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("datawizard")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.21105/joss.04684.

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 datawizard version 1.4.1 [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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