dataquieR

The goal of dataquieR is to provide functions for assessing data quality issues in studies, that can be used alone or in a data quality pipeline. dataquieR also implements one generic pipeline producing flexdashboard based HTML5 reports.

See also

https://dataquality.ship-med.uni-greifswald.de

Installation

You can install the released version of dataquieR from CRAN with:

install.packages("dataquieR")

The developer version from GitLab.com can be installed using:

if (!requireNamespace("devtools")) {
  install.packages("devtools")
}
devtools::install_gitlab("libreumg/dataquier")

For examples and additional documentation, please refer to our website.

References

• Software Paper
• Data Quality Concept Paper
• Data Quality Concept and Software Web Site

Funding

• German Research Foundation (DFG: SCHM 2744/3–1 – initial concept and dataquieR development, SCHM 2744/9-1 – NFDI Task Force COVID-19 use case application; SCHM 2744/3-4 – concept extensions, ongoing )

• European Union’s Horizon 2020 research and innovation program: euCanSHare, grant agreement No.825903 – dataquieR refinements and implementations in the Square2 web application.

• National Research Data Infrastructure for Personal Health Data: NFDI 13/1 – integration, ongoing.