datawizard: Easy Data Wrangling and Statistical Transformations

Description

A lightweight package to assist in key steps involved in any data analysis workflow:

• wrangling the raw data to get it in the needed form,

• applying preprocessing steps and statistical transformations, and

• 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) \Sexpr[results=rd,stage=build]{tools:::Rd_expr_doi("10.21105/joss.04684")}.

Details

datawizard

Author(s)

Maintainer: Etienne Bacher etienne.bacher@protonmail.com (ORCID)

Authors:

• Indrajeet Patil patilindrajeet.science@gmail.com (ORCID) (@patilindrajeets)

• Dominique Makowski dom.makowski@gmail.com (ORCID) (@Dom_Makowski)

• Daniel Lüdecke d.luedecke@uke.de (ORCID) (@strengejacke)

• Mattan S. Ben-Shachar matanshm@post.bgu.ac.il (ORCID)

• Brenton M. Wiernik brenton@wiernik.org (ORCID) (@bmwiernik)

Other contributors:

• Rémi Thériault remi.theriault@mail.mcgill.ca (ORCID) (@rempsyc) [contributor]

• Thomas J. Faulkenberry faulkenberry@tarleton.edu [reviewer]

• Robert Garrett rcg4@illinois.edu [reviewer]

See Also

Useful links:

• https://easystats.github.io/datawizard/

• Report bugs at https://github.com/easystats/datawizard/issues