Package: dataquieR Title: Data Quality in Epidemiological Research Version: 2.8.15.9005 Authors@R: c(person(given = "University Medicine Greifswald", role = "cph"), person(given = "Elisa", family = "Kasbohm", role = "aut", comment = c(ORCID = "0000-0001-5261-538X"), email = "elisa.kasbohm@uni-greifswald.de"), person(given = "Elena", family = "Salogni", role = "aut", comment = c(ORCID = "0009-0007-3767-7145"), email = "elena.salogni@uni-greifswald.de"), person(given = "Elias", family = "Peschke", role = "aut"), person(given = "Joany", family = "Marino", role = "aut", comment = c(ORCID = "0000-0002-4657-3758"), email = "joany.marino@uni-greifswald.de"), person(given = "Adrian", family = "Richter", role = "aut", comment = c(ORCID = "0000-0002-3372-2021"), email = "richtera@uni-greifswald.de"), person(given = "Carsten Oliver", family = "Schmidt", role = "aut", comment = c(ORCID = "0000-0001-5266-9396"), email = "carsten.schmidt@uni-greifswald.de"), person(given = "Stephan", family = "Struckmann", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-8565-7962"), email = "stephan.struckmann@uni-greifswald.de"), person(given = "German Research Foundation (DFG SCHM 2744/3-1, SCHM 2744/9-1, SCHM 2744/3-4)", role = "fnd"), person(given = "National Research Data Infrastructure for Personal Health Data: (NFDI 13/1)", role = "fnd"), person(given = "European Union’s Horizon 2020 programme (euCanSHare, grant agreement No. 825903)", role = "fnd"), person(given = "German Federal Ministry of Education and Research (BMBF; NAKO Gesundheitsstudie, grants 01ER1301A and 01ER1801A)", role = "fnd")) Description: Data quality assessments guided by a 'data quality framework introduced by Schmidt and colleagues, 2021' 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' . License: BSD_2_clause + file LICENSE URL: https://dataquality.qihs.uni-greifswald.de/ BugReports: https://gitlab.com/libreumg/dataquier/-/work_items Depends: R (>= 4.1.0) Imports: dplyr (>= 1.0.2), emmeans, ggplot2 (>= 3.5.0), lme4, lubridate, patchwork (>= 1.3.0), rlang, robustbase, utils, rio, readr, scales, withr, lifecycle, methods, mgcv, nnet, grid, grDevices, parallel, htmltools, hms Suggests: units, S7 (>= 0.2.1), cowplot, openxlsx2, jsonlite, cli, whoami, DT (>= 0.23), DT2, knitr, markdown, MASS, parallelly, rmarkdown, rstudioapi, testthat (>= 3.1.9), tibble, vdiffr, pkgload, Rdpack, callr, colorspace, plotly (>= 4.11.0), htmlwidgets, future, processx, R6, shiny, xml2, rvest, textutils, dbx, grImport2, rsvg, stringdist, rankICC, ordinal, storr, reticulate, stringi, lobstr, visNetwork, yaml12, jsonvalidate VignetteBuilder: knitr Encoding: UTF-8 KeepSource: FALSE ByteCompile: no Language: en-US Roxygen: list(markdown = TRUE) Config/testthat/parallel: true Config/testthat/edition: 3 Config/testthat/start-first: dq_report_by_sm, dq_report2, dq_report_by_arguments, dq_report_by_pipesymbol_list, dq_report_by_s, dq_report_by_m, util_handle_complex_data_types, int_encoding_errors, plots, acc_loess, com_item_missingness, dq_report_by_na, dq_report_by_directories, util_generate_pages_from_report, con_limit_deviations, con_contradictions_redcap, com_segment_missingness, util_correct_variable_use BuildManual: TRUE Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: cmake make libssl-dev libx11-dev zlib1g-dev Repository: https://libreumg.r-universe.dev Date/Publication: 2026-09-27 22:01:02 UTC RemoteUrl: https://gitlab.com/libreumg/dataquier RemoteRef: HEAD RemoteSha: 81b8ea1ac8f1aa6636a612cd67c67d65a1f36d7c NeedsCompilation: no Packaged: 2026-09-27 22:31:45 UTC; root Author: University Medicine Greifswald [cph], Elisa Kasbohm [aut] (ORCID: ), Elena Salogni [aut] (ORCID: ), Elias Peschke [aut], Joany Marino [aut] (ORCID: ), Adrian Richter [aut] (ORCID: ), Carsten Oliver Schmidt [aut] (ORCID: ), Stephan Struckmann [aut, cre] (ORCID: ), German Research Foundation (DFG SCHM 2744/3-1, SCHM 2744/9-1, SCHM 2744/3-4) [fnd], National Research Data Infrastructure for Personal Health Data: (NFDI 13/1) [fnd], European Union’s Horizon 2020 programme (euCanSHare, grant agreement No. 825903) [fnd], German Federal Ministry of Education and Research (BMBF; NAKO Gesundheitsstudie, grants 01ER1301A and 01ER1801A) [fnd] Maintainer: Stephan Struckmann