dataquieR

Data Quality in Epidemiological Research

v2.8.7 · Jan 8, 2026 · BSD_2_clause + file LICENSE

Description

Data quality assessments guided by a 'data quality framework introduced by Schmidt and colleagues, 2021' <doi:10.1186/s12874-021-01252-7> target the data quality dimensions integrity, completeness, consistency, and accuracy. The scope of applicable functions rests on the availability of extensive metadata which can be provided in spreadsheet tables. Either standardized (e.g. as 'html5' reports) or individually tailored reports can be generated. For an introduction into the specification of corresponding metadata, please refer to the 'package website' <https://dataquality.qihs.uni-greifswald.de/VIN_Annotation_of_Metadata.html>.

Downloads

892

Last 30 days

4029th

1.8K

Last 90 days

1.8K

Last year

Trend: +2.5% (30d vs prior 30d)

CRAN Check Status

2 ERROR

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	680.6s
r-devel-linux-x86_64-debian-gcc	OK	444.1s
r-devel-linux-x86_64-fedora-clang	OK	712.2s
r-devel-linux-x86_64-fedora-gcc	OK	783s
r-devel-macos-arm64	OK	145s
r-devel-windows-x86_64	OK	587s
r-oldrel-macos-arm64	OK	142s
r-oldrel-macos-x86_64	OK	623s
r-oldrel-windows-x86_64	ERROR	752s
r-patched-linux-x86_64	OK	626.2s
r-release-linux-x86_64	OK	610.2s
r-release-macos-arm64	OK	140s
r-release-macos-x86_64	OK	359s
r-release-windows-x86_64	ERROR	546s

Check details (14 non-OK)

OK 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-macos-arm64

OK r-devel-windows-x86_64

OK r-oldrel-macos-arm64

OK r-oldrel-macos-x86_64

ERROR r-oldrel-windows-x86_64

tests

  Running 'testthat.R' [31s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > # options("testthat.default_reporter" = testthat::RStudioReporter)
  > library(dataquieR)
  > testthat::test_check("dataquieR")
  Starting 2 test processes.
  > test-print-list.R: list()
  > test-print-list.R: $a
  > test-print-list.R: [1] 1
  > test-print-list.R: 
  > test-print-list.R: $acc_dummy.N
  > test-print-list.R: 
  > test-util_ensure_character.R: 
  
  Error:
  ! testthat subprocess exited in file 'test-util_ensure_character.R'.
  Caused by error:
  ! R session crashed with exit code -1073741819
  Backtrace:
       ▆
    1. └─testthat::test_check("dataquieR")
    2.   └─testthat::test_dir(...)
    3.     └─testthat:::test_files(...)
    4.       └─testthat:::test_files_parallel(...)
    5.         ├─withr::with_dir(...)
    6.         │ └─base::force(code)
    7.         ├─testthat::with_reporter(...)
    8.         │ └─base::tryCatch(...)
    9.         │   └─base (local) tryCatchList(expr, classes, parentenv, handlers)
   10.         │     └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]])
   11.         │       └─base (local) doTryCatch(return(expr), name, parentenv, handler)
   12.         └─testthat:::parallel_event_loop_chunky(queue, reporters, ".")
   13.           └─queue$poll(Inf)
   14.             └─base::lapply(...)
   15.               └─testthat (local) FUN(X[[i]], ...)
   16.                 └─private$handle_error(msg, i)
   17.                   └─cli::cli_abort(...)
   18.                     └─rlang::abort(...)
  Execution halted

OK r-patched-linux-x86_64

OK r-release-linux-x86_64

OK r-release-macos-arm64

OK r-release-macos-x86_64

ERROR r-release-windows-x86_64

tests

  Running 'testthat.R' [18s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > # options("testthat.default_reporter" = testthat::RStudioReporter)
  > library(dataquieR)
  > testthat::test_check("dataquieR")
  Starting 2 test processes.
  > test-prep_render_pie_charts.R: 
  
  Error:
  ! testthat subprocess exited in file 'test-prep_render_pie_charts.R'.
  Caused by error:
  ! R session crashed with exit code -1073741819
  Backtrace:
       ▆
    1. └─testthat::test_check("dataquieR")
    2.   └─testthat::test_dir(...)
    3.     └─testthat:::test_files(...)
    4.       └─testthat:::test_files_parallel(...)
    5.         ├─withr::with_dir(...)
    6.         │ └─base::force(code)
    7.         ├─testthat::with_reporter(...)
    8.         │ └─base::tryCatch(...)
    9.         │   └─base (local) tryCatchList(expr, classes, parentenv, handlers)
   10.         │     └─base (local) tryCatchOne(expr, names, parentenv, handlers[[1L]])
   11.         │       └─base (local) doTryCatch(return(expr), name, parentenv, handler)
   12.         └─testthat:::parallel_event_loop_chunky(queue, reporters, ".")
   13.           └─queue$poll(Inf)
   14.             └─base::lapply(...)
   15.               └─testthat (local) FUN(X[[i]], ...)
   16.                 └─private$handle_error(msg, i)
   17.                   └─cli::cli_abort(...)
   18.                     └─rlang::abort(...)
  Execution halted

Check History

ERROR 12 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Mar 9, 2026

ERROR r-release-windows-x86_64

tests

  Running 'testthat.R' [18s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > # options("testthat.default_reporter" = testthat::RStudioReporter)
  > library(dataquieR)
  > testthat::test_check("dataquieR")
  Starting 2 test processes.
  > test-prep_render_pie_charts.R: 
  
  Error:
  ! testthat subprocess exited in file 'test-prep_render_pie_charts.R'.
  Caused by error:
  ! R session crashed with exit code -1073741819
  Backtrace:
       ▆
    1. └─testthat::test_check("data

ERROR r-oldrel-windows-x86_64

tests

  Running 'testthat.R' [31s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > # options("testthat.default_reporter" = testthat::RStudioReporter)
  > library(dataquieR)
  > testthat::test_check("dataquieR")
  Starting 2 test processes.
  > test-print-list.R: list()
  > test-print-list.R: $a
  > test-print-list.R: [1] 1
  > test-print-list.R: 
  > test-print-list.R: $acc_dummy.N
  > test-print-list.R: 
  > test-util_ensure_character.R: 
  
  Error:
  ! testthat subprocess exite

Dependency Network

Version History

new 2.8.7 Mar 9, 2026