Package: validatesuggest 0.3.2

validatesuggest: Generate Suggestions for Validation Rules

Generate suggestions for validation rules from a reference data set, which can be used as a starting point for domain specific rules to be checked with package 'validate'.

Authors:Edwin de Jonge [aut, cre], Olav ten Bosch [aut]

validatesuggest_0.3.2.tar.gz
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validatesuggest.pdf |validatesuggest.html✨
validatesuggest/json (API)

# Install 'validatesuggest' in R:
install.packages('validatesuggest', repos = c('https://edwindj.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/data-cleaning/validatesuggest/issues

Datasets:

On CRAN:

data-cleaningvalidation

3.40 score 5 stars 5 scripts 125 downloads 19 exports 5 dependencies

Last updated 1 years agofrom:ad6bc2affb. Checks:OK: 7. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winOKOct 30 2024
R-4.5-linuxOKOct 30 2024
R-4.4-winOKOct 30 2024
R-4.4-macOKOct 30 2024
R-4.3-winOKOct 30 2024
R-4.3-macOKOct 30 2024

Exports:suggest_allsuggest_cond_rulesuggest_domain_checksuggest_na_checksuggest_pos_checksuggest_range_checksuggest_ratio_checksuggest_rulessuggest_type_checksuggest_unique_checkwrite_all_suggestionswrite_cond_rulewrite_domain_checkwrite_na_checkwrite_pos_checkwrite_range_checkwrite_ratio_checkwrite_type_checkwrite_unique_check

Dependencies:rpartsettingsvalidatewhiskeryaml

Data-driven data validation

Rendered fromvalidatesuggest.Rmdusingknitr::rmarkdownon Oct 30 2024.

Last update: 2022-09-15
Started: 2022-09-15

Readme and manuals

Help Manual

Help pageTopics
Car owners data set (fictitious).car_owner
Suggest rulessuggest_all suggest_rules write_all_suggestions
task2 datasettask2
Suggest a conditional rulesuggest_cond_rule write_cond_rule
Suggest a range checksuggest_domain_check write_domain_check
Suggest a check for completeness.suggest_na_check write_na_check
Suggest a range checksuggest_pos_check write_pos_check
Suggest a range checksuggest_range_check write_range_check
Suggest ratio checkssuggest_ratio_check write_ratio_check
suggest type checksuggest_type_check write_type_check
Suggest range checkssuggest_unique_check write_unique_check