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data.checker  

Data Checker for Validating Data Frames Against Defined Schema
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/data.checker")

Install by package version:
library("remotes")
install_version("data.checker", "2.0.0")



Attach the package and use:
library("data.checker")
Maintained by
Analysis Standards and Pipelines Team (ONS)
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-08
Latest Update: 2026-06-08
Description:
Validates data frames against a defined schema. Produces a report of the checks performed and any issues found, with index and entry value where appropriate. Backend checks are performed using pointblank Richard Iannone et al (2025) <doi:10.32614/CRAN.package.pointblank>.
How to cite:
Analysis Standards and Pipelines Team (ONS) (2026). data.checker: Data Checker for Validating Data Frames Against Defined Schema. R package version 2.0.0, https://cran.r-project.org/web/packages/data.checker. Accessed 22 Sep. 2026.
Previous versions and publish date:
No previous versions
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Complete documentation for data.checker
Functions, R codes and Examples using the data.checker R package
Full data.checker package functions and examples
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