dataquieR (version 2.0.1)

util_compare_meta_with_study: Compares study data data types with the ones expected according to the metadata

Description

Utility function to compare data type of study data with those defined in metadata

Usage

util_compare_meta_with_study(
  sdf,
  mdf,
  label_col,
  check_convertible = FALSE,
  threshold_value = 0
)

Value

if check_convertible is FALSE, a binary vector (0, 1) if data type applies, if check_convertible is TRUE`` a vector with the states 0, 1, 2`: 0 = Mismatch, not convertible 1 = Match 2 = Mismatch, but convertible

Arguments

sdf

the data.frame of study data

mdf

the data.frame of associated static metadata

label_col

variable attribute the name of the column in the metadata with labels of variables

check_convertible

logical also try, if a conversion to the declared data type would work.

threshold_value

numeric from=0 to=100. percentage failing conversions allowed if check_convertible is TRUE.