CRAN/E | validate

validate

Data Validation Infrastructure

Installation

About

Declare data validation rules and data quality indicators; confront data with them and analyze or visualize the results. The package supports rules that are per-field, in-record, cross-record or cross-dataset. Rules can be automatically analyzed for rule type and connectivity. Supports checks implied by an SDMX DSD file as well. See also Van der Loo and De Jonge (2018) doi:10.1002/9781118897126, Chapter 6 and the JSS paper (2021) doi:10.18637/jss.v097.i10.

Citation validate citation info
github.com/data-cleaning/validate
Bug report File report

Key Metrics

Version 1.1.5
R ≥ 3.5.0
Published 2024-02-14 81 days ago
Needs compilation? yes
License GPL-3
CRAN checks validate results

Downloads

Yesterday 52 0%
Last 7 days 502 -11%
Last 30 days 2.243 -14%
Last 90 days 7.180 +35%
Last 365 days 70.352 +59%

Maintainer

Maintainer

Mark van der Loo

mark.vanderloo@gmail.com

Authors

Mark van der Loo

cre / aut

Edwin de Jonge

aut

Paul Hsieh

ctb

Material

NEWS
Reference manual
Package source

In Views

OfficialStatistics

Vignettes

The Data Validation Cookbook
Data Validation Infrastructure for R

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

validate archive

Depends

R ≥ 3.5.0
methods

Imports

stats
graphics
grid
settings
yaml

Suggests

rsdmx
tinytest ≥ 0.9.6
knitr
bookdown
lumberjack
rmarkdown

Reverse Depends

errorlocate
validatetools

Reverse Imports

dcmodify
deductive
One4All
rspa
validatesuggest

Reverse Suggests

accumulate
datamods
iNZightTools
mapping