Business Process Analytics in R
Gert Janssenswillen
Creator of bupaR
Resources labels
resource_labels(log_hospital)
[1] Clerk Susan
[2] Dr. Sandra
[3] Dr. Lindsey
[4] Dr. John
[5] Nurse Carol
[6] Clerk Kimberly
[7] Nurse William
[8] Nurse James
[9] Emergency Dr. Helen
[10] Emergency Nurse Laura
Resource frequencies
resources(log_hospital)
# A tibble: 12 x 3
employee absolute_frequency relative_frequency
<fct> <int> <dbl>
1 Dr. John 1101 0.189
2 Dr. Lindsey 1055 0.181
3 Dr. Sandra 955 0.164
4 Clerck Kimberly 694 0.119
5 Clerck Susan 677 0.116
6 Nurse William 345 0.0591
7 Nurse Carol 313 0.0536
8 Nurse James 263 0.0451
9 Emergency Dr. Helen 210 0.0360
10 Emergency Nurse Laura 145 0.0249
Specialization
Specialization
Brain drain
log_hospital %>%
resource_frequency(level = "resource-activity")
log_hospital %>%
resource_frequency(level = "resource-activity") %>% plot()
resource_frequency
is a process metric, where the level
argument indicates at which level of detail you want to calculate it.
resource_map(log_hospital)
Business Process Analytics in R