Data quality assessments guided by a
'data quality framework introduced by Schmidt and colleagues, 2021'
<doi:10.1186/s12874-021-01252-7> target the
data quality dimensions integrity, completeness, consistency, and
accuracy. The scope of applicable functions rests on the
availability of extensive metadata which can be provided in
spreadsheet tables. Either standardized (e.g. as 'html5' reports) or
individually tailored reports can be generated. For an introduction
into the specification of corresponding metadata, please refer to the
'package website'
<https://dataquality.qihs.uni-greifswald.de/VIN_Annotation_of_Metadata.html>.
| Version: |
2.8.7 |
| Depends: |
R (≥ 3.6.0) |
| Imports: |
dplyr (≥ 1.0.2), emmeans, ggplot2 (≥ 3.5.0), lme4, lubridate, MASS, MultinomialCI, parallelMap, patchwork (≥
1.3.0), R.devices, rlang, robustbase, qmrparser, utils, rio, readr, scales, withr, lifecycle, units, methods, hms |
| Suggests: |
S7 (≥ 0.2.1), cowplot, grid, openxlsx2, grDevices, jsonlite, cli, whoami, DT (≥ 0.23), htmltools, knitr, markdown, parallel, parallelly, rmarkdown, rstudioapi, testthat (≥
3.1.9), tibble, vdiffr, pkgload, Rdpack, callr, colorspace, plotly (≥ 4.11.0), htmlwidgets, future, processx, R6, shiny, xml2, mgcv, rvest, textutils, dbx, grImport2, rsvg, stringdist, rankICC, nnet, ordinal, storr, reticulate, stringi, lobstr, visNetwork |
| Published: |
2026-01-08 |
| DOI: |
10.32614/CRAN.package.dataquieR |
| Author: |
University Medicine Greifswald [cph],
Elisa Kasbohm 
[aut],
Elena Salogni
[aut],
Joany Marino
[aut],
Adrian Richter
[aut],
Carsten Oliver Schmidt
[aut],
Stephan Struckmann
[aut, cre],
German Research Foundation (DFG SCHM 2744/3-1, SCHM 2744/9-1, SCHM
2744/3-4) [fnd],
National Research Data Infrastructure for Personal Health Data: (NFDI
13/1) [fnd],
European Union’s Horizon 2020 programme (euCanSHare, grant agreement
No. 825903) [fnd] |
| Maintainer: |
Stephan Struckmann <stephan.struckmann at uni-greifswald.de> |
| BugReports: |
https://gitlab.com/libreumg/dataquier/-/issues |
| License: |
BSD_2_clause + file LICENSE |
| URL: |
https://dataquality.qihs.uni-greifswald.de/ |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Citation: |
dataquieR citation info |
| Materials: |
README, NEWS |
| In views: |
Epidemiology |
| CRAN checks: |
dataquieR results |