How to create measure to count DISTINCT IDs from multiple criteria from specific column? Below are sample dataset and the condition to create measures.
Criteria: How many unique ID that flows to the prevstepid and stepid using the below condition.
CountID Measure 1 =
Distinctcount ID if prevstepid = "Proc1" and stepid="Verify" and
prevstepid="Verify" and stepid="Fail"
CountID Measure 2 = Distinctcount ID if prevstepid = "Proc1" and
stepid="Verify" and
prevstepid="Verify" and stepid="Reg2" and prevstepid="Reg2" and
stepid="Test2"
CountID Measure 3 = Distinctcount ID if prevstepid = "Proc1" and
stepid="Verify" and
prevstepid="Verify" and stepid="Proc3" and prevstep="Proc3" and
stepid="Pass"
I tried this code and its not working.
Measure 1 =
CALCULATE (
DISTINCTCOUNT ( table[id] ),
FILTER (table, table[prevstepid] = "proc1" && table[stepid]="Verify"
&& table[prevstepid]= "Verify" && table[stepid]="Fail"))
Thank you.
Maybe this makes more sense:
Measure 1 =
CALCULATE (
DISTINCTCOUNT ( table[id] ),
FILTER ( table, ( table[prevstepid] = "proc1" && table[stepid]="Verify" )
|| ( table[prevstepid]= "Verify" && table[stepid]="Fail") ) )
I hope you get the idea. Your current Measure 1 is always filtered out, because e.g. you ask for both states at the same time: e.g. “proc1” and “verify”, which none of the rows can fulfill.
In case you want to check both cases are fulfilled, you may want to define e.g. a calculated column to check these 2 conditions and check this helper columns result.
Edit:
For the helper column1:
helperColumn1 =
CALCULATE (
COUNTROWS ( table ),
ALLEXCEPT ( table, table[id] ),
( table[prevstepid] = "proc1" && table[stepid]="Verify" )
|| ( table[prevstepid]= "Verify" && table[stepid]="Fail")
)
and for measure1:
measure1 =
CALCULATE (
DISTINCTCOUNT ( table[id] ),
table[helperColumn1] = 2
)
You can do the same way for the measure2 and measure3.