datawizard: Easy Data Wrangling and Statistical Transformations

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>.

Version: 0.12.2
Depends: R (≥ 3.6)
Imports: insight (≥ 0.20.1), stats, utils
Suggests: bayestestR, boot, brms, curl, data.table, dplyr (≥ 1.1), effectsize, emmeans, gamm4, ggplot2 (≥ 3.5.0), gt, haven, httr, knitr, lme4, mediation, modelbased, parameters (≥ 0.21.7), poorman (≥ 0.2.7), psych, readxl, readr, rio, rmarkdown, rstanarm, see, testthat (≥ 3.2.1), tibble, tidyr, withr
Published: 2024-07-21
Author: Indrajeet Patil ORCID iD [aut] (@patilindrajeets), Etienne Bacher ORCID iD [aut, cre], Dominique Makowski ORCID iD [aut] (@Dom_Makowski), Daniel Lüdecke ORCID iD [aut] (@strengejacke), Mattan S. Ben-Shachar ORCID iD [aut], Brenton M. Wiernik ORCID iD [aut] (@bmwiernik), Rémi Thériault ORCID iD [ctb] (@rempsyc), Thomas J. Faulkenberry [rev], Robert Garrett [rev]
Maintainer: Etienne Bacher <etienne.bacher at>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
Citation: datawizard citation info
Materials: README NEWS
CRAN checks: datawizard results


Reference manual: datawizard.pdf
Vignettes: A quick summary of selection syntax in '{datawizard}'
Data Standardization
Coming from 'tidyverse'


Package source: datawizard_0.12.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): datawizard_0.12.2.tgz, r-oldrel (arm64): datawizard_0.10.0.tgz, r-release (x86_64): datawizard_0.12.2.tgz, r-oldrel (x86_64): datawizard_0.10.0.tgz
Old sources: datawizard archive

Reverse dependencies:

Reverse imports: bayestestR, correlation, easystats, effectsize, ggstatsplot, modelbased, parameters, performance, report, see, sjlabelled, sjmisc, sjPlot, sjstats, statsExpressions
Reverse suggests: ggeffects, insight, rempsyc


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