Skip to contents

Check Logical Consistency

Source: R/validate.R
check_logical_consistency.Rd

Validates logical relationships in the data (e.g., date sequences, age consistency, valid value ranges).

Usage

check_logical_consistency(data, checks = "all", stop_on_failure = FALSE)

Arguments

data

Data frame

checks

Character vector. Which checks to perform: - "date_sequence": admission < culture < outcome - "age_range": Age between 0-120 - "age_dob_match": Age matches DOB - "outcome_consistency": Died patients have outcome date - "all": All checks (default)

stop_on_failure

Logical. Stop on inconsistency. Default FALSE.

Value

List with consistency check results: - consistent: Logical - issues_found: Data frame of inconsistent rows - summary: Character vector of issue summaries

Examples

if (FALSE) { # \dontrun{
consistency <- check_logical_consistency(data, checks = "all")

if (!consistency$consistent) {
  print(consistency$summary)
  View(consistency$issues_found)
}
} # }