patil2022datawizard.pdf (230.98 kB)
datawizard: an R package for easy data preparation and statistical transformations
journal contribution
posted on 2023-06-10, 06:09 authored by Indrajeet Patil, Dominique MakowskiDominique Makowski, Mattan S Ben-Shachar, Brenton M Wiernik, Etienne Bacher, Daniel LüdeckeThe {datawizard} package for the R programming language (R Core Team, 2021) provides a lightweight toolbox 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. Therefore, it can be a valuable tool for R users and developers looking for a lightweight option for data preparation.
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Publication status
- Published
File Version
- Published version
Journal
Journal of Open Source SoftwareISSN
2475-9066Publisher
The Open JournalExternal DOI
Issue
78Volume
7Page range
a4684 1-5Department affiliated with
- Psychology Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2023-02-06First Open Access (FOA) Date
2023-02-06First Compliant Deposit (FCD) Date
2023-02-04Usage metrics
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