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validate (version 0.1.7)

Data Validation Infrastructure

Description

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.

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Install

install.packages('validate')

Monthly Downloads

3,815

Version

0.1.7

License

GPL-3

Issues

49

Pull Requests

2

Stars

431

Forks

42

Maintainer

Mark der Loo

Last Published

April 7th, 2017

Functions in validate (0.1.7)

created<-,rule,POSIXct-method

Set creation timestamp
created<-

Set creation timestamp
cells

Cell counts and differences for a series of datasets
check_that

Simple data validation interface
created

Creation timestamp
description<-,expressionset,character-method

Set descriptions
label<-,expressionset,character-method

Set labels
label<-,rule,character-method

Set label
confrontation-class

Superclass storing results of confronting data with rules
created<-,expressionset,POSIXct-method

Set timestamps
description<-,rule,character-method

Set description
description<-

Set description
retailers

data on retailers
rule-class

A rich expression
expressionset-class

Superclass for storing a set of rich expressions.
indication-class

Store results of evaluating indicators
label<-

Set label
label

label description of rules
origin<-

Set origin
aggregate,validation-method

Aggregate validation results
barplot,validation-method

Plot number of violations
description

description description
errors

Get messages from a confrontation object
compare

Compare similar data sets
confront

Confront data with a (set of) expressionset(s)
export_yaml

Export to yaml file
expr

Get expressions
validate

Data Validation Infrastructure
.PKGOPT

Services for extending 'validate'
indicator-class

Store a set of rich indicator expressions
indicator

Define indicators for data
[,expressionset-method

Select a subset
origin

Origin of rules
syntax

Syntax to define validation or indicator rules
summary

Create a summary
sort,validation-method

Aggregate and sort the results of a validation.
length

Get object lenght
variables

Extract variable names
voptions

Set or get options globally or per object.
names,expressionset-method

Extract names
names<-,expressionset,character-method

Set names
names<-,rule,character-method

Set names
number_missing

Missingness counters (DEPRECATED)
match_cells

Create matching subsets of a sequence of data
origin<-,expressionset,character-method

Set origins
origin<-,rule,character-method

Set origin
validator

Define validation rules for data
values

Get values from object
validation-class

Store results of evaluating validating expressions
validator-class

Store a set of rich validating rules.