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Business Process Analytics in R

Gert Janssenswillen

Creator of bupaR

Neue Variablen erzeugen

mutate

Business Process Analytics in R

Neue Variablen erzeugen

log %>%
    group_by_case() %>%
    mutate(total_cost = sum(cost, na.rm = T)
Business Process Analytics in R

Neue Variablen erzeugen

log %>%
    group_by_case %>%
    mutate(total_cost = sum(cost, na.rm = T) %>%
    mutate(impact = case_when(cost <= 1000 ~ "Low",
                              cost <= 5000 ~ "Medium",
                              T ~ "High"))
Business Process Analytics in R

Neue Variablen erzeugen

log %>%
    group_by_case %>%
    mutate(refund_made = any(str_detect(activity, "Pay Claim"))) 
Business Process Analytics in R

Prozessmetriken hinzufügen

Informationen zu einem Fall in die Originaldaten aufnehmen

  • Durchlaufzeit
  • Länge
  • Umfang der Nacharbeit

Informationen über Aktivitäten hinzufügen

  • Häufigkeit
  • Spezialisierung nach Ressourcen
Business Process Analytics in R

Prozessmetriken hinzufügen

log %>%
    throughput_time(level = "case", units = "days", append = TRUE)

log %>%
    throughput_time(level = "case", units = "days", append = TRUE) %>%
    mutate(on_time = processing_time_case <= 7)

Business Process Analytics in R

Lass uns üben!

Business Process Analytics in R

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