data.validator: Automatic Data Validation and Reporting

Validate dataset by columns and rows using convenient predicates inspired by 'assertr' package. Generate good looking HTML report or print console output to display in logs of your data processing pipeline.

Version: 0.2.1
Imports: assertr (≥ 2.8), shiny.semantic (≥ 0.3.3), knitr, purrr, dplyr, tidyr, utils, R6, rlang, rmarkdown, htmltools, htmlwidgets, tibble
Suggests: covr, fixtuRes, fs, lintr, magrittr, rcmdcheck, readr, shiny, spelling, targets, testthat, visNetwork, withr
Published: 2023-12-11
DOI: 10.32614/
Author: Marcin Dubel [aut, cre], Paweł Przytuła [aut], Jakub Nowicki [aut], Krystian Igras [aut], Dominik Krzeminski [ctb], Servet Ahmet Çizmeli [ctb], Appsilon Sp. z o.o. [cph]
Maintainer: Marcin Dubel <opensource+marcin at>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
Materials: NEWS
CRAN checks: data.validator results


Reference manual: data.validator.pdf


Package source: data.validator_0.2.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): data.validator_0.2.1.tgz, r-oldrel (arm64): data.validator_0.2.1.tgz, r-release (x86_64): data.validator_0.2.1.tgz, r-oldrel (x86_64): data.validator_0.2.1.tgz
Old sources: data.validator archive


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