DataQualityDashboard2.8.6 package

Execute and View Data Quality Checks on OMOP CDM Database

convertJsonResultsFileCase

Convert JSON results file case

dot-applyNotApplicable

Applies the 'Not Applicable' status to a single check

dot-calculateNotApplicableStatus

Determines if check should be notApplicable and the notApplicableReaso...

dot-containsNAchecks

Determines if all checks required for 'Not Applicable' status are in t...

dot-evaluateThresholds

Internal function to evaluate the data quality checks against given th...

dot-getCheckId

Internal function to define the id of each check.

dot-hasNAchecks

Determines if all checks are present expected to calculate the 'Not Ap...

dot-needsAutoCommit

Internal function to determine if the connection needs auto commit

dot-processCheck

Internal function to send the fully qualified sql to the database and ...

dot-readThresholdFile

Internal function to read threshold files

dot-recordResult

Internal function to put the results of each quality check into a data...

dot-runCheck

Internal function to run and process each data quality check.

dot-summarizeResults

Internal function to summarize the results of the DQD run.

dot-writeResultsToCsv

Internal function to write the check results to a csv file.

dot-writeResultsToJson

Write DQD results to json

dot-writeResultsToTable

Internal function to write the check results to a table in the databas...

executeDqChecks

Execute DQ checks

listDqChecks

List DQ checks

reEvaluateThresholds

Re-evaluate Thresholds

viewDqDashboard

View DQ Dashboard

writeDBResultsToJson

Write DQD results database table to json

writeJsonResultsToCsv

Write JSON Results to CSV file

writeJsonResultsToTable

Write JSON Results to SQL Table

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.

  • Maintainer: Katy Sadowski
  • License: Apache License 2.0
  • Last published: 2026-01-28