test_range: Test the range of a variable on a dataset

In qualitycontrol: Unified Framework for Data Quality Control

Test the range of a variable on a dataset

Description

Test the range of a variable on a dataset

Usage

test_range(
  data,
  variable,
  type,
  categories = NULL,
  lower_value = NULL,
  upper_value = NULL
)

Arguments

data	data to be tested.
variable	The variable to be tested.
type	String such as 'categorical', 'date' or 'numeric'
categories	Only to be filled if type is 'categorical'. String of categories.
lower_value	Only to be filled if type is 'numeric' or 'date'. Can be numeric or string.
upper_value	Only to be filled if type is 'numeric' or 'date'. Can be numeric or string.

Value

A data frame containing all the findings regarding the applied test.

Examples

test_range(als_data, 'onset', c('bulbar','respiratory', 'spinal'), type = 'categorical')
test_range(als_data, 'age_at_baseline', lower_value = 20, upper_value = 100, 
type = 'numeric')
test_range(als_data, 'age_at_onset', lower_value = 20, upper_value = 100,
type = 'numeric')
test_range(als_data, 'baseline_date', lower_value = '2000-01-01', upper_value = '2022-01-01', 
type = 'date')
test_range(als_data, 'death_date', lower_value = '2000-01-01', upper_value = '2022-01-01',
 type = 'date')

qualitycontrol documentation built on Nov. 28, 2022, 5:17 p.m.