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datadiff  

Data Validation Based on YAML Rules
View on CRAN: Click here


Download and install datadiff package within the R console
Install from CRAN:
install.packages("datadiff")

Install from Github:
library("remotes")
install_github("cran/datadiff")

Install by package version:
library("remotes")
install_version("datadiff", "0.4.4")



Attach the package and use:
library("datadiff")
Maintained by
Vincent Guyader
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-18
Latest Update: 2026-03-18
Description:
A comprehensive data validation package that allows comparing datasets using configurable validation rules defined in 'YAML' files. Built on top of the 'pointblank' package for robust data validation, it supports exact matching, tolerance-based numeric comparisons, text normalization, and row count validation.
How to cite:
Vincent Guyader (2026). datadiff: Data Validation Based on YAML Rules. R package version 0.4.4, https://cran.r-project.org/web/packages/datadiff. Accessed 21 Aug. 2026.
Previous versions and publish date:
(2026-07-12 13:40), 0.4.4 (2026-03-18 12:00), 0.5.0 (2026-06-18 16:30)
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Complete documentation for datadiff
Functions, R codes and Examples using the datadiff R package
Full datadiff package functions and examples
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