Detect value range violations

Function detecting violations of the value range, i.e. values outside the range of tolerable values

detect_value_range_violations(activitylog, ..., details, filter_condition)

Arguments

activitylog	The activity log
...	Define domain range using domain_numeric, domain_categorical and/or domain_time for each column
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

Value

activitylog containing the rows of the original activity log for which the provided value range is violated

See also

domain_categorical,domain_time,domain_numeric

Examples

# \donttest{
data("hospital_actlog")
detect_value_range_violations(activitylog = hospital_actlog,
     triagecode = domain_numeric(from = 0, to = 5))
#> *** OUTPUT ***
#> The domain range for column triagecode is checked.
#> Values allowed between 0 and 5
#> The values fall within the specified domain range for 46 (86.79%) of the rows in the activity log and outside the domain range for 7 (13.21%) of these rows.
#> 
#> The following rows fall outside the specified domain range for indicated column:
#> # A tibble: 7 x 8
#>   column_checked patient_visit_nr activity originator start              
#>   <chr>                     <dbl> <chr>    <chr>      <dttm>             
#> 1 triagecode                  510 Clinica~ Doctor 7   2017-11-20 11:35:01
#> 2 triagecode                  529 Treatme~ Doctor 1   2017-11-22 16:30:00
#> 3 triagecode                  530 Triage   Nurse 17   2017-11-22 18:00:00
#> 4 triagecode                  531 Triage   Nurse 17   2017-11-22 18:05:00
#> 5 triagecode                  532 Treatme~ Nurse 17   2017-11-22 18:15:00
#> 6 triagecode                  532 Treatme~ Doctor 7   2017-11-22 18:27:00
#> 7 triagecode                  533 0        NA         2017-11-22 18:35:00
#> # ... with 3 more variables: complete <dttm>, triagecode <dbl>,
#> #   specialization <chr>
# }