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Install
install.packages('validate')
Monthly Downloads
2,434
Version
1.0.2
License
GPL-3
Issues
25
Pull Requests
1
Stars
275
Forks
23
Repository
https://github.com/data-cleaning/validate
Maintainer
Mark der Loo
Last Published
March 30th, 2021
Functions in validate (1.0.2)
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as.data.frame,validatorComparison-method
Translate a validatorComparison object to data frame
all,validation-method
Test if all validations resulted in TRUE
as.data.frame,cellComparison-method
Translate cellComparison objects to data frame
add_indicators
Add indicator values as columns to a data frame
as.data.frame,confrontation-method
Coerce a confrontation object to data frame
as.data.frame,expressionset-method
Translate an expressionset to data.frame
as.data.frame
Coerce to
data.frame
aggregate,validation-method
Aggregate validation results
any,validation-method
Test if any validation resulted in TRUE
barplot,cellComparison-method
Barplot of cellComparison object
cells
Cell counts and differences for a series of datasets
description
Rule description
created
Creation timestamp
check_that
Simple data validation interface
indicator-class
Store a set of rich indicator expressions
errors
Get messages from a confrontation object
do_by
split-apply-combine for vectors, with equal-length outptu
indication-class
Store results of evaluating indicators
export_yaml
Export to yaml file
compare
Compare similar data sets
confront
Confront data with a (set of) expressionset(s)
event
Get or set event information metadata from a 'confrontation' object.
is_linear_sequence
Check whether a variable represents a linear sequence
exists_any
Test for (unique) existence
expressionset-class
Superclass for storing a set of rich expressions.
barplot,validation-method
Plot number of violations
barplot,validatorComparison-method
Barplot of validatorComparison object
confrontation-class
Superclass storing results of confronting data with rules
keyset
Get key set stored with a confrontation
expr
Get expressions
label
Rule label
plot,cellComparison-method
Line graph of a cellComparison object.
syntax
Syntax to define validation or indicator rules
number_format
Check the layouts of numbers.
names<-,rule,character-method
Extract or set names
%vin%
A consistent set membership operator
part_whole_relation
Test whether details combine to a chosen aggregate
[<-,expressionset-method
Replace a subset of an expressionset with another expressionset
contains_exactly
Check records using a predifined table of (im)possible values
is_unique
Test for uniquenes of records
length,expressionset-method
Determine the number of elements in an object.
field_length
Check number of code points
lbj_rules-class
Logging object to use with the lumberjack package
lbj_cells-class
Logging object to use with the lumberjack package
rx
Label objects for interpretation as pattern
samplonomy
Economic data on Samplonia
voptions
Set or get options globally or per object.
run_validation_file
Run a file with confrontations. Capture results
occurs
Count how often a value of value combination occurs
rule-class
A rich expression
hierarchy
Check aggregates defined by a hierarchical code list
origin
Origin of rules
hb
Hiridoglu-Berthelot function
in_range
Check variable range
validator-class
Store a set of rich validating rules.
validator
Define validation rules for data
plot,validatorComparison-method
Line graph of validatorComparison object
field_format
Check whether a field conforms to a regular expression
is_complete
Test for completeness of records
nace_rev2
NACE classification code table
indicator
Define indicators for data
meta
Get or set rule metadata
plot,validator-method
Plot a validator object
plot,validation-method
Plot validaiton results
+,indicator,indicator-method
Combine two indicator objects
sort,validation-method
Aggregate and sort the results of a validation.
[[<-,expressionset-method
Replace a rule in a ruleseta
match_cells
Create matching subsets of a sequence of data
validate
Data Validation Infrastructure
variables
Get variable names
retailers
data on Dutch supermarkets
values
Get values from object
+,validator,validator-method
Combine two validator objects
summary
Create a summary
.PKGOPT
Services for extending 'validate'
satisfying
Select records (not) satisfying rules
[,expressionset-method
Select a subset
validation-class
Store results of evaluating validating expressions