datawizard-package

datawizard

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

internal

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>.

Etienne Bacher

Easy Data Wrangling and Statistical Transformations

Indrajeet Patil

Dominique Makowski

Daniel Lüdecke

Mattan S. Ben-Shachar

Brenton M. Wiernik

Rémi Thériault

Thomas J. Faulkenberry

Robert Garrett

datawizard-package function

Maintainer: Etienne Bacher <a href="/link/etienne.bacher%40protonmail.com?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::etienne.bacher@protonmail.com">etienne.bacher@protonmail.com</a> (<a href="https://orcid.org/0000-0002-9271-5075">ORCID</a>)
Authors:<ul>
<li>Indrajeet Patil <a href="/link/patilindrajeet.science%40gmail.com?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::patilindrajeet.science@gmail.com">patilindrajeet.science@gmail.com</a> (<a href="https://orcid.org/0000-0003-1995-6531">ORCID</a>)</li>
<li>Dominique Makowski <a href="/link/dom.makowski%40gmail.com?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::dom.makowski@gmail.com">dom.makowski@gmail.com</a> (<a href="https://orcid.org/0000-0001-5375-9967">ORCID</a>)</li>
<li>Daniel Lüdecke <a href="/link/d.luedecke%40uke.de?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::d.luedecke@uke.de">d.luedecke@uke.de</a> (<a href="https://orcid.org/0000-0002-8895-3206">ORCID</a>)</li>
<li>Mattan S. Ben-Shachar <a href="/link/matanshm%40post.bgu.ac.il?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::matanshm@post.bgu.ac.il">matanshm@post.bgu.ac.il</a> (<a href="https://orcid.org/0000-0002-4287-4801">ORCID</a>)</li>
<li>Brenton M. Wiernik <a href="/link/brenton%40wiernik.org?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::brenton@wiernik.org">brenton@wiernik.org</a> (<a href="https://orcid.org/0000-0001-9560-6336">ORCID</a>)</li>
</ul>Other contributors:<ul>
<li>Rémi Thériault <a href="/link/remi.theriault%40mail.mcgill.ca?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::remi.theriault@mail.mcgill.ca">remi.theriault@mail.mcgill.ca</a> (<a href="https://orcid.org/0000-0003-4315-6788">ORCID</a>) [contributor]</li>
<li>Thomas J. Faulkenberry <a href="/link/faulkenberry%40tarleton.edu?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::faulkenberry@tarleton.edu">faulkenberry@tarleton.edu</a> [reviewer]</li>
<li>Robert Garrett <a href="/link/rcg4%40illinois.edu?package=datawizard&version=0.13.0" data-mini-rdoc="datawizard::rcg4@illinois.edu">rcg4@illinois.edu</a> [reviewer]</li>
</ul>

Author

A lightweight package to assist in key steps involved in any data analysis
workflow:<ul>
<li>wrangling the raw data to get it in the needed form,</li>
<li>applying preprocessing steps and statistical transformations, and</li>
<li>compute statistical summaries of data properties and distributions.</li>
</ul>

It is also the data wrangling backend for packages in 'easystats' ecosystem.
Reference: Patil et al. (2022) tools:::Rd_expr_doi("10.21105/joss.04684").

datawizard: Easy Data Wrangling and Statistical Transformations — datawizard-package

Maintainer: Etienne Bacher <a href='mailto:etienne.bacher@protonmail.com'>etienne.bacher@protonmail.com</a> (<a href='https://orcid.org/0000-0002-9271-5075'>ORCID</a>)
Authors:<ul>
<li>Indrajeet Patil <a href='mailto:patilindrajeet.science@gmail.com'>patilindrajeet.science@gmail.com</a> (<a href='https://orcid.org/0000-0003-1995-6531'>ORCID</a>)</li>
<li>Dominique Makowski <a href='mailto:dom.makowski@gmail.com'>dom.makowski@gmail.com</a> (<a href='https://orcid.org/0000-0001-5375-9967'>ORCID</a>)</li>
<li>Daniel Lüdecke <a href='mailto:d.luedecke@uke.de'>d.luedecke@uke.de</a> (<a href='https://orcid.org/0000-0002-8895-3206'>ORCID</a>)</li>
<li>Mattan S. Ben-Shachar <a href='mailto:matanshm@post.bgu.ac.il'>matanshm@post.bgu.ac.il</a> (<a href='https://orcid.org/0000-0002-4287-4801'>ORCID</a>)</li>
<li>Brenton M. Wiernik <a href='mailto:brenton@wiernik.org'>brenton@wiernik.org</a> (<a href='https://orcid.org/0000-0001-9560-6336'>ORCID</a>)</li>
</ul>

Other contributors:<ul>
<li>Rémi Thériault <a href='mailto:remi.theriault@mail.mcgill.ca'>remi.theriault@mail.mcgill.ca</a> (<a href='https://orcid.org/0000-0003-4315-6788'>ORCID</a>) [contributor]</li>
<li>Thomas J. Faulkenberry <a href='mailto:faulkenberry@tarleton.edu'>faulkenberry@tarleton.edu</a> [reviewer]</li>
<li>Robert Garrett <a href='mailto:rcg4@illinois.edu'>rcg4@illinois.edu</a> [reviewer]</li>
</ul>

datawizard-package: datawizard: Easy Data Wrangling and Statistical Transformations

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