Forum Discussion
Headcount Over Time From Transactional Data
Hello,
I am working on building Turnover functionality and need to know headcount at a certain point in time. The transactional data I am using looks something like this:
Employee ID | Event Date | Status |
1 | 1/1/20 | Active |
2 | 1/1/20 | Active |
3 | 2/1/20 | Active |
1 | 3/1/20 | Terminated |
2 | 3/1/20 | Active |
3 | 3/1/20 | Active |
1 | 4/1/20 | Active |
Based on the transactional data above I would expect to see end of the month headcount for each month to be: Jan = 2, Feb = 3, Mar = 2, Apr = 3.
Employees will have multiple transactions for their Employee ID.
Any help is greatly appreciated!
dupreem -
Measure 14 = VAR __Date = MAX([Event Date ]) VAR __Active = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && [Status]="Active"),"ID",[Employee ID ])) VAR __Term = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && ([Status]="Terminated" || [Status]="Retiree" || [Status]="Dead")),"ID",[Employee ID ])) RETURN COUNTROWS(EXCEPT(__Active, __Term))
4 Replies
- Greg_Deckler
Community Champion
dupreem - See attached PBIX file below sig, Page 14
Measure 14 = VAR __Date = MAX([Event Date ]) VAR __Active = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && [Status]="Active"),"ID",[Employee ID ])) VAR __Term = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && [Status]="Terminated"),"ID",[Employee ID ])) RETURN COUNTROWS(EXCEPT(__Active, __Term))Greg_Deckler Thank you so much! If I have multiple "Terminated" statuses (i.e. "Terminated, Retiree), how would I update the Measure?
- Greg_Deckler
dupreem -
Measure 14 = VAR __Date = MAX([Event Date ]) VAR __Active = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && [Status]="Active"),"ID",[Employee ID ])) VAR __Term = DISTINCT(SELECTCOLUMNS(FILTER(ALL('Table (14)'),[Event Date ]<=__Date && ([Status]="Terminated" || [Status]="Retiree" || [Status]="Dead")),"ID",[Employee ID ])) RETURN COUNTROWS(EXCEPT(__Active, __Term))
