Skip to content

DataQualityDashboard

2.9.1Package record

Execute and View Data Quality Checks on OMOP CDM Database

0packages depend
4.9Kdownloads / year
86.1%test coverage
12/13flavors OK

Overview

About

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.

Changes in 2.9.1

Patch fix for Eunomia bug; only impacts testthat tests.

From NEWS.md in the release

Install

Health

CRAN checks
1ERROR12OK
Check messages
ERRORtestsr-release-linux-x86_64
Running ‘testthat.R’ [326s/432s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(DataQualityDashboard)
  Loading required package: DatabaseConnector
  > 
  > test_check("DataQualityDashboard")
  attempting to download GiBleed
  trying URL 'https://raw.githubusercontent.com/OHDSI/EunomiaDatasets/main/datasets/GiBleed/GiBleed_5.5.zip'
  Content type 'application/zip' length 7414767 bytes (7.1 MB)
  ==================================================
  downloaded 7.1 MB
  
  attempting to extract and load: /home/hornik/tmp/scratch/RtmpHrW1NM/GiBleed_5.5.zip to: /home/hornik/tmp/scratch/RtmpHrW1NM/GiBleed_5.5.sqlite
  Connecting using SQLite driver
  Executing SQL took 0.0252 secs
  Connecting using SQLite driver
  Currently in a tryCatch or withCallingHandlers block, so unable to add global calling handlers. ParallelLogger will not capture R messages, errors, and warnings, only explicit calls to ParallelLogger. (This message will not be sh
...[truncated]...
rReport(dbms, err$message, sqlStatement, errorReportFile)`: Error executing SQL:
  table main.cdm_source has 12 columns but 10 values were supplied
  An error report has been created at  /home/hornik/tmp/R.check/r-release-gcc/Work/PKGS/DataQualityDashboard.Rcheck/tests/testthat/errorReportSql.txt
  Backtrace:
      ▆
   1. └─DatabaseConnector::renderTranslateExecuteSql(...) at test-executeDqChecks.R:657:3
   2.   └─DatabaseConnector::executeSql(...)
   3.     └─base::tryCatch(...)
   4.       └─base (local) tryCatchList(expr, classes, parentenv, handlers)
   5.         └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]])
   6.           └─value[[3L]](cond)
   7.             └─DatabaseConnector:::.createErrorReport(dbms, err$message, sqlStatement, errorReportFile)
   8.               └─rlang::abort(...)
  
  [ FAIL 6 | WARN 0 | SKIP 6 | PASS 93 ]
  Error:
  ! Test failures.
  Warning message:
  call dbDisconnect() when finished working with a connection 
  Execution halted

CRAN check page ↗

Slowest check: 13.6 min · r-release-macos-x86_64
Status changes
  • ERROR12 OK, 1 ERRORNow
  • ERROR11 OK, 2 ERROR2026-10-09
  • OK13 OK2026-08-22
  • ERROR12 OK, 1 ERROR2026-08-20
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
Show 11 earlier changesHide 11 earlier changes
  • OK13 OK2026-06-09
  • ERROR12 OK, 1 ERROR2026-06-08
  • OK13 OK2026-05-24
  • ERROR12 OK, 1 ERROR2026-05-17
  • OK13 OK2026-05-15
  • ERROR12 OK, 1 ERROR2026-05-13
  • OK13 OK2026-05-09
  • ERROR11 OK, 1 ERROR2026-04-26
  • OK14 OK2026-04-06
  • ERROR13 OK, 1 ERROR2026-04-04
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 2.9.1
READMEYes · 1,212 wordsVignettesYes · 6 · staticNEWSYes · 67% structured · mentions 2.9.1Citation fileYes · cites a publication
Help pages
23 (15 internal)
Examples that run
no examples
Exported functions with examples
0%
Documented parameters
96%
Return-value docs
100%
Help pages citing references
0%

Downloads

4.9K
CRAN downloads in the past year
Rank #4,278 · ~13/day · ~407/mo
Daily download trend is not available in this view yet.
91930 days
2K90 days
4.9K1 year
Compare downloads with other packages →
Also on79 r2u13 autocran

Repository

190Stars
120Forks
54Open issues
13Open PRs
33Releases
983Commits
47Commit identities
data-quality
983 commits · Last activity 2026-10-17 · +2.2% stars, 30d · Discussions: 18 posts
Responsiveness
How these are sampled
PRs merged (all time)
80%
Median days to close, 50 most recently updated closed issues
74
Median days to close, 50 most recently updated closed PRs
0

Stars over time

2025-09-21 · 1642026-10-16 · 190
PracticesBeta

9 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/ohdsi/dataqualitydashboard on 2026-10-18.

Continuous integration (2)
GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows

Governance and community (1)
PR template
Docs source (2)
pkgdown

GitHub Pages site last deployed 2026-10-17

Coverage (1)
Coverage reporting
Show all practicesHide 2 practices
CRAN release process (2)
cran-comments.mdCRAN-SUBMISSION
Lint, format, editor (1)
RStudio project
How this is detected·Detection ruleset v3 (2026-09-26)
AI coding toolsBeta

This repository shows signs of AI coding tools.

  • Cursorfirst seen 2025-11-04
    Named in .Rbuildignore: .cursor
    Named in .gitignore: .cursor
  • Claude Codefirst seen 2026-05-17
    Seen in the repository: CLAUDE.md
    Named in .Rbuildignore: CLAUDE.md
    Pull request it wrote: opened by a project member
    Commits: at least 3 crediting it in the message
Models named in its commits
  • Claude Opus 52 commits · Oct 2026
  • Claude Opus 5.51 commit · Oct 2026
Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies
21 external dependencies (excludes base and recommended)

Installing DataQualityDashboard adds 49 packages (28 with compiled code, 28 MB of source tarballs). Heaviest: stringi 11 MB, Rcpp 1.8 MB, jsonlite 1.0 MB.

Depends (2)
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

People & History

People (8)
Author, Maintainer since 2.8.6 (2026)
Releases (5)

Pick two releases to compare their code metrics.

  • 2.9.1Latest
    record
    2026-10-17 · current release · diff ↗
  • 2.9.0
    record
    2026-10-06 · diff ↗
  • unarchivedReturned to CRAN
    2026-05-18
  • 2.8.9
    record
    2026-05-18 · diff ↗
  • archivedRemoved from CRAN
    2026-05-17
    issues were not corrected in time
  • R
    R 4.6.0 released · 2026-04-24
  • 2.8.7
    record
    2026-03-23 · diff ↗
  • 2.8.6
    record
    2026-01-28
  • R
    R 4.5.0 released · 2025-04-11

Package metadata

First published
2026-01-28
Total releases
5 / 1 yrs
License
Apache License 2.0 OSI
Minimum R
≥ 3.2.2
Download size
1.2 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("DataQualityDashboard")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1093/jamia/ocab132.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for DataQualityDashboard version 2.9.1 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →

Privacy choices

These apply to this browser and are stored on this device only. Nothing about your choice is sent to us.

Read the privacy policy