In edwindj/validatesuggest: Generate Suggestions for Validation Rules

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

validatesuggest

The goal of validatesuggest is to generate suggestions for validation rules from a supplied dataset. These can be used as a starting point for a rule set and are to be adjusted by domain experts.

Installation

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("data-cleaning/validatesuggest")

Example

library(validate)
library(validatesuggest)

data(retailers, package="validate")
data(SBS2000, package="validate")

# does all
#suggest_rules(retailers)

suggest_pos_check(retailers)

suggest_range_check(retailers, min=TRUE, max=TRUE)

suggest_na_check(retailers)

suggest_unique_check(SBS2000)

suggest_type_check(retailers)

suggest_ratio_check(retailers)

write_cond_rule(car_owner)