Package: validatesuggest 0.3.2

Edwin de Jonge

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://data-cleaning.r-universe.dev', 'https://cloud.r-project.org'))

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

Datasets:

car_owner - Car owners data set (fictitious).
task2 - Task2 dataset

On CRAN:

data-cleaning validation

4.40 score 5 stars 5 scripts 124 downloads 19 exports 5 dependencies

Last updated 1 years agofrom:ad6bc2affb. Checks:OK: 1 WARNING: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 05 2024
R-4.5-win	WARNING	Dec 05 2024
R-4.5-linux	WARNING	Dec 05 2024
R-4.4-win	WARNING	Dec 05 2024
R-4.4-mac	WARNING	Dec 05 2024
R-4.3-win	WARNING	Dec 05 2024
R-4.3-mac	WARNING	Dec 05 2024

Exports:suggest_all suggest_cond_rule suggest_domain_check suggest_na_check suggest_pos_check suggest_range_check suggest_ratio_check suggest_rules suggest_type_check suggest_unique_check write_all_suggestions write_cond_rule write_domain_check write_na_check write_pos_check write_range_check write_ratio_check write_type_check write_unique_check

Dependencies:rpart settings validate whisker yaml

Data-driven data validation

Rendered fromvalidatesuggest.Rmdusingknitr::rmarkdownon Dec 05 2024.

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Car owners data set (fictitious).	car_owner
Suggest rules	suggest_all suggest_rules write_all_suggestions
task2 dataset	task2
Suggest a conditional rule	suggest_cond_rule write_cond_rule
Suggest a range check	suggest_domain_check write_domain_check
Suggest a check for completeness.	suggest_na_check write_na_check
Suggest a range check	suggest_pos_check write_pos_check
Suggest a range check	suggest_range_check write_range_check
Suggest ratio checks	suggest_ratio_check write_ratio_check
suggest type check	suggest_type_check write_type_check
Suggest range checks	suggest_unique_check write_unique_check