R Packages for Data Quality Assessments and Data Monitoring: A Software Scoping Review with Recommendations for Future Developments

Data quality assessments (DQA) are necessary to ensure valid research results. Despite the growing availability of tools of relevance for DQA in the R language, a systematic comparison of their functionalities is missing. Therefore, we review R packages related to data quality (DQ) and assess their...

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Bibliographic Details

Published in:	Applied sciences Vol. 12; no. 9; p. 4238
Main Authors:	Mariño, Joany, Kasbohm, Elisa, Struckmann, Stephan, Kapsner, Lorenz A., Schmidt, Carsten O.
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.05.2022
Subjects:	Automation Data analysis data quality data quality monitoring data reporting exploratory data analysis initial data analysis Metadata R project for statistical computing Search strategies Software
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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