detect_attribute_dependencies: Detect dependency violations between attributes

In daqapo: Data Quality Assessment for Process-Oriented Data

Detect dependency violations between attributes

Description

Function detecting violations of dependencies between attributes (i.e. condition(s) that should hold when (an)other condition(s) hold(s))

Usage

detect_attribute_dependencies(
  activitylog,
  antecedent,
  consequent,
  details = TRUE,
  filter_condition = NULL,
  ...
)

Arguments

activitylog	The activity log
antecedent	(Vector of) condition(s) which serve as an antecedent (if the condition(s) in antecedent hold, then the condition(s) in consequent should also hold)
consequent	(Vector of) condition(s) which serve as a consequent (if the condition(s) in antecedent hold, then the condition(s) in consequent should also hold)
details	Boolean indicating wheter details of the results need to be shown
filter_condition	Condition that is used to extract a subset of the activity log prior to the application of the function
...	Named vectors with name of the activity, and value of the threshold.

Value

activitylog containing the rows of the original activity log for which the dependencies between attributes are violated

Examples

data("hospital_actlog")
detect_attribute_dependencies(activitylog = hospital_actlog,
     antecedent = activity == "Registration",
     consequent = startsWith(originator,"Clerk"))

daqapo documentation built on July 14, 2022, 9:07 a.m.