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DataQualityDashboard: Execute and View Data Quality Checks on OMOP CDM Database

Assesses data quality in Observational Medical Outcomes Partnership Common Data Model (OMOP CDM) databases. Executes data quality checks and provides an R 'shiny' application to view the results.

Version: 2.8.6
Depends: R (≥ 3.2.2), DatabaseConnector (≥ 2.0.2)
Imports: magrittr, ParallelLogger, dplyr, jsonlite, rJava, SqlRender (≥ 1.10.1), plyr, stringr, rlang, tidyselect, readr
Suggests: testthat, knitr, rmarkdown, markdown, shiny, ggplot2, Eunomia (≥ 2.0.0), duckdb, R.utils, devtools
Published: 2026-01-28
DOI: 10.32614/CRAN.package.DataQualityDashboard
Author: Katy Sadowski [aut, cre], Clair Blacketer [aut], Maxim Moinat [aut], Ajit Londhe [aut], Anthony Sena [aut], Anthony Molinaro [aut], Frank DeFalco [aut], Pavel Grafkin [aut]
Maintainer: Katy Sadowski <sadowski at ohdsi.org>
BugReports: https://github.com/OHDSI/DataQualityDashboard/issues
License: Apache License 2.0
URL: https://github.com/OHDSI/DataQualityDashboard
NeedsCompilation: no
Citation: DataQualityDashboard citation info
Materials: README, NEWS
CRAN checks: DataQualityDashboard results

Documentation:

Reference manual: DataQualityDashboard.html , DataQualityDashboard.pdf
Vignettes: Add a New Data Quality Check (source)
Check Status Definitions (source)
Getting Started (source)
Running the DQD on a Cohort (source)
Running the DQD in SqlOnly mode (source)
Failure Thresholds and How to Change Them (source)

Downloads:

Package source: DataQualityDashboard_2.8.6.tar.gz
Windows binaries: r-devel: DataQualityDashboard_2.8.6.zip, r-release: not available, r-oldrel: DataQualityDashboard_2.8.6.zip
macOS binaries: r-release (arm64): DataQualityDashboard_2.8.6.tgz, r-oldrel (arm64): DataQualityDashboard_2.8.6.tgz, r-release (x86_64): DataQualityDashboard_2.8.6.tgz, r-oldrel (x86_64): DataQualityDashboard_2.8.6.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DataQualityDashboard to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.