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Anonymous's avatar
Anonymous
Not applicable
7 years ago
Solved

Calculate Number of Periods of Consecutive Increase/Decrease

I have data that looks like the first three columns here:

I am wanting to calculate the fourth column, in italics. This number represents the number of consecutive months that the score has increased or decreased leading up to that point: for example, in September, Site A's score had decreased for three months in a row (80% -> 20% -> 10% -> 0%), so its sustaining change was -3. In February, meanwhile, its score had increased for just one month (60% -> 70%) so its sustaining change was +1.

 

I have spent quite some time playing around with DAX functions and table variables trying to find a solution to do this but am finding it a bit too complicated - any suggestions?

 

(If relevant, I do have a Date table linked to my table via a "First Day of Month" column)

Need Help
  • Zubair_Muhammad's avatar
    Zubair_Muhammad
    7 years ago

    Anonymous 

     

    Can we do it in 2 steps

     

    First this supporting calculated column

     

    EachMonthChange =
    VAR Mymonth = [Month]
    RETURN
    IF (
    [Score]
    > CALCULATE (
    MIN ( Table1[Score] ),
    FILTER ( Table1, Table1[Month] = Mymonth - 1 && [Site] = EARLIER ( [Site] ) )
    ),
    1,
    -1
    )

    Then the desired one

    Sustaining Change =
VAR mychange = [EachMonthChange]
VAR result =
    MINX (
        TOPN (
            1,
            FILTER (
                Table1,
                [Month] < EARLIER ( [Month] )
                    && [EachMonthChange] <> mychange
                    && [Site] = EARLIER ( [Site] )
            ),
            [Month], DESC
        ),
        [Month]
    )
RETURN
    ( [Month] - IF ( ISBLANK ( result ), 1, result ) ) * [EachMonthChange]



3 Replies

  • Zubair_Muhammad's avatar
    Zubair_Muhammad
    Community Champion
    7 years ago

    Anonymous 

     

    Can we do it in 2 steps

     

    First this supporting calculated column

     

    EachMonthChange =
    VAR Mymonth = [Month]
    RETURN
    IF (
    [Score]
    > CALCULATE (
    MIN ( Table1[Score] ),
    FILTER ( Table1, Table1[Month] = Mymonth - 1 && [Site] = EARLIER ( [Site] ) )
    ),
    1,
    -1
    )

    Then the desired one

    Sustaining Change =
VAR mychange = [EachMonthChange]
VAR result =
    MINX (
        TOPN (
            1,
            FILTER (
                Table1,
                [Month] < EARLIER ( [Month] )
                    && [EachMonthChange] <> mychange
                    && [Site] = EARLIER ( [Site] )
            ),
            [Month], DESC
        ),
        [Month]
    )
RETURN
    ( [Month] - IF ( ISBLANK ( result ), 1, result ) ) * [EachMonthChange]



    • butlerjay87's avatar
      butlerjay87
      Helper I
      6 years ago

      Hi,

      I am really interested in this for an SPC chart when looking to plot runs of increases/decreases. However, I currently have more than just "Site" to filter to. I would also like to be able to slice on the following fields: Site, Specialty, POD.

      Because my visuals and the SPC chart are driven by those slicers, is it possible to come up with a calculated measure for this?

      For example, chart for Site A, all Specs, all POD's may show sequences of increases/decreases but slicing the the Spec to 130 and POD to 1st Attendance would need to re-calculate the sequences.

      Also, I am not working with month numbers but MonthDateStart (01/01/2000, 01/02/2000 etc)