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datawizard: An R Package for Easy Data Preparation and Statistical Transformations

Patil, I., Makowski, D., Ben-Shachar, M. S., Wiernik, B. M., Bacher, E., & Lüdecke, D.

Journal of Open Source Software, 2022

datawizard is the data-preparation layer under easystats: selecting, reshaping, recoding, standardising, centring, winsorising and describing, under one grammar and with essentially no dependencies.

• DOI: 10.21105/joss.04684
• Full text (PDF)

Keywords: Software Development · Statistical Methods

Cite

Patil, I., Makowski, D., Ben-Shachar, M. S., Wiernik, B. M., Bacher, E., & Lüdecke, D. (2022). datawizard: An R Package for Easy Data Preparation and Statistical Transformations. Journal of Open Source Software. https://doi.org/10.21105/joss.04684

See also

• performance: An R Package for Assessment, Comparison and Testing of Statistical Models — Lüdecke, D., Ben-Shachar, M., Patil, I., Waggoner, P., & Makowski, D. (2021)
• see: An R Package for Visualizing Statistical Models — Lüdecke, D., Patil, I., Ben-Shachar, M., Wiernik, B., Waggoner, P., & Makowski, D. (2021)
• Where Are We Going with Statistical Computing? From Mathematical Statistics to Collaborative Data Science — Makowski, D., & Waggoner, P. D. (2023)