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DataQualityDashboard

Execute and View Data Quality Checks on OMOP CDM Database

v2.8.9 · May 18, 2026 · Apache License 2.0

Description

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.

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Last 90 days

2.4K

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Trend: +44.2% (30d vs prior 30d)

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13

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39

Last 90 days

55

Last year

Trend: -7.1% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘DatabaseConnector’

Package suggested but not available for checking: ‘Eunomia’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 24, 2026
Archived
May 17, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE May 17, 2026
ERROR r-release-linux-x86_64

tests

Running ‘testthat.R’ [313s/362s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(DataQualityDashboard)
  Loading required package: DatabaseConnector
  > 
  > test_check("DataQualityDashboard")
  Cons
...[truncated]...
") at test-executeDqChecks.R:709:3
   2.   └─rlang::check_installed("duckdb")
  
  [ FAIL 1 | WARN 0 | SKIP 5 | PASS 79 ]
  Error:
  ! Test failures.
  Warning message:
  call dbDisconnect() when finished working with a connection 
  Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 15, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE May 13, 2026
ERROR r-devel-linux-x86_64-debian-gcc

tests

Running ‘testthat.R’ [213s/273s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(DataQualityDashboard)
  Loading required package: DatabaseConnector
  > 
  > test_check("DataQualityDashboard")
  Cons
...[truncated]...
") at test-executeDqChecks.R:709:3
   2.   └─rlang::check_installed("duckdb")
  
  [ FAIL 1 | WARN 0 | SKIP 5 | PASS 79 ]
  Error:
  ! Test failures.
  Warning message:
  call dbDisconnect() when finished working with a connection 
  Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 9, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 26, 2026
ERROR r-release-linux-x86_64

tests

Running ‘testthat.R’ [3s/64s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(DataQualityDashboard)
  Loading required package: DatabaseConnector
  > 
  > test_check("DataQualityDashboard")
  Conside
...[truncated]...
ed length 851932 != reported length 1089312
  2: In download.file(url = paste0(driverSource$baseUrl, driverSource$fileName),  :
    URL 'https://jdbc.postgresql.org/download/postgresql-42.7.3.jar': Timeout of 60 seconds was reached
  Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 6, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available:
  'DatabaseConnector', 'rJava', 'SqlRender'

Package suggested but not available for checking: ‘Eunomia’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies DatabaseConnector magrittr ParallelLogger dplyr jsonlite rJava SqlRender plyr stringr rlang tidyselect readr DataQualityDashboard

Version History

4 tracked
new 2.8.9 May 18, 2026
removed 2.8.7 May 17, 2026
updated 2.8.7 ← 2.8.6 diff Mar 23, 2026
new 2.8.6 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jan 28, 2026. Releases before tracking aren’t shown.