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The vicious disapproval circle

Let's have a closer look at the amount of disapprovals in the vacancies event log. Remember that you can use filter_activity() to choose different activity instances.

This exercise is part of the course

Business Process Analytics in R

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Exercise instructions

  • Filter for the activity instances of type "Construct Offer", "Disapprove Offer", "Revise Offer", "Disapprove Revision" and "Restart Procedure". Store this in disapprovals.
  • In order to see how big the problem is, explore the top 80% of the traces.
  • A performance process map can help to show which of the flows is most problematic. Using the sum() function as aggregation in the performance() function, the total time for each flow can be shown. Display the times in weeks this case.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Filter activities
disapprovals <- vacancies %>% 
  ___(c("___"))

# Explore the traces with 80% coverage
___

# Draw a performance map of sum by weeks
disapprovals %>% 
  process_map(type = ___(FUN = ___, units = ___))
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