DQA: Data Quality Assessment Tools
In the context of data quality assessment, this package provides a number of functions for evaluating data quality across various dimensions, including completeness, plausibility, concordance, conformance, currency, timeliness, and correctness. It has been developed based on two well-known frameworks—Michael G. Kahn (2016) <doi:10.13063/2327-9214.1244> and Nicole G. Weiskopf (2017) <doi:10.5334/egems.218>—for data quality assessment. Using this package, users can evaluate the quality of their datasets, provided that corresponding metadata are available.
| Version: |
0.1.0 |
| Imports: |
ggplot2, data.table |
| Suggests: |
testthat (≥ 3.0.0) |
| Published: |
2025-12-18 |
| DOI: |
10.32614/CRAN.package.DQA (may not be active yet) |
| Author: |
Hamed Tabesh [aut],
Elham Hosseinzadeh [aut, cre],
Marziyeh Afkanpour [aut] |
| Maintainer: |
Elham Hosseinzadeh <elham.hh2012 at gmail.com> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Materials: |
README, NEWS |
| CRAN checks: |
DQA results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=DQA
to link to this page.