Package: DataQualityDashboard 2.8.9

Katy Sadowski

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.

Authors: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]

DataQualityDashboard_2.8.9.tar.gz
DataQualityDashboard_2.8.9.zip(r-4.7)DataQualityDashboard_2.8.9.zip(r-4.6)DataQualityDashboard_2.8.9.zip(r-4.5)
DataQualityDashboard_2.8.9.tgz(r-4.6-any)DataQualityDashboard_2.8.9.tgz(r-4.5-any)
DataQualityDashboard_2.8.9.tar.gz(r-4.7-any)DataQualityDashboard_2.8.9.tar.gz(r-4.6-any)
DataQualityDashboard_2.8.9.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
DataQualityDashboard/json (API)
NEWS

# Install 'DataQualityDashboard' in R:
install.packages('DataQualityDashboard', repos = c('https://ohdsi.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ohdsi/dataqualitydashboard/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT

On CRAN:

Conda:

data-qualityopenjdk

9.99 score 176 stars 62 scripts 379 downloads 8 exports 49 dependencies

Last updated from:608b690b6c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK316
source / vignettesOK230
linux-release-x86_64OK304
macos-release-arm64OK180
macos-oldrel-arm64OK181
windows-develOK297
windows-releaseOK306
windows-oldrelOK300
wasm-releaseOK163

Exports:convertJsonResultsFileCaseexecuteDqCheckslistDqChecksreEvaluateThresholdsviewDqDashboardwriteDBResultsToJsonwriteJsonResultsToCsvwriteJsonResultsToTable

Dependencies:backportsbitbit64blobcheckmateclicliprcpp11crayonDatabaseConnectorDBIdbplyrdigestdplyrgenericsgluehmsjsonlitelifecyclemagrittrmemuseParallelLoggerpillarpkgconfigplyrprettyunitsprogresspurrrR6RcppreadrrJavarlangrstudioapisnowSqlRenderstringistringrtibbletidyrtidyselecttriebeardtzdburltoolsutf8vctrsvroomwithrxml2

Add a New Data Quality Check

Don Torok

Rendered fromAddNewCheck.rmdusingknitr::knitron May 18 2026.

Last update: 2026-01-09
Started: 2022-10-14

Check Status Definitions

Dmitry Ilyn, Maxim Moinat

Rendered fromCheckStatusDefinitions.rmdusingknitr::knitron May 18 2026.

Last update: 2025-08-28
Started: 2022-10-14

Failure Thresholds and How to Change Them

Clair Blacketer

Rendered fromThresholds.rmdusingknitr::knitron May 18 2026.

Last update: 2025-08-28
Started: 2020-05-15

Getting Started

Clair Blacketer

Rendered fromDataQualityDashboard.rmdusingknitr::knitron May 18 2026.

Last update: 2026-03-23
Started: 2020-04-27

Running the DQD in SqlOnly mode

Maxim Moinat

Rendered fromSqlOnly.rmdusingknitr::knitron May 18 2026.

Last update: 2025-08-28
Started: 2023-05-21

Running the DQD on a Cohort

Clair Blacketer

Rendered fromDqdForCohorts.rmdusingknitr::knitron May 18 2026.

Last update: 2025-08-28
Started: 2020-08-07

Readme and manuals

Help Manual

Help pageTopics
Convert JSON results file caseconvertJsonResultsFileCase
Execute DQ checksexecuteDqChecks
List DQ checkslistDqChecks
Re-evaluate ThresholdsreEvaluateThresholds
View DQ DashboardviewDqDashboard
Write DQD results database table to jsonwriteDBResultsToJson
Write JSON Results to CSV filewriteJsonResultsToCsv
Write JSON Results to SQL TablewriteJsonResultsToTable