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datawizard: an R package for easy data preparation and statistical transformations

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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 Lüdecke
The {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.

History

Publication status

  • Published

File Version

  • Published version

Journal

Journal of Open Source Software

ISSN

2475-9066

Publisher

The Open Journal

Issue

78

Volume

7

Page range

a4684 1-5

Department affiliated with

  • Psychology Publications

Full text available

  • Yes

Peer reviewed?

  • Yes

Legacy Posted Date

2023-02-06

First Open Access (FOA) Date

2023-02-06

First Compliant Deposit (FCD) Date

2023-02-04

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