Beast Mode to Categorize the data based upon the pattern

Hello,

Can anyone help me in writing this beast mode. Where I'm aiming to categorize these based on the status reversals from Yes to No.

Case when current ready status is No and previous status is Yes then considered as reversal.

Example like below: I already have first 3 columns in my data.


Tried this beast mode but not working.

CASE
WHEN SUM(CASE
WHEN `Ready Status` = 'No'
AND `Previous Ready Status` = 'Yes'
AND `Previous Ready Status` IS NOT NULL
THEN 1
ELSE 0
END)
OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) = 1 THEN '1 Time'

WHEN SUM(CASE
WHEN `Ready Status` = 'No'
AND `Previous Ready Status` = 'Yes'
AND `Previous Ready Status` IS NOT NULL
THEN 1
ELSE 0
END)
OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) = 2 THEN '2 Times'

WHEN SUM(CASE
WHEN `Ready Status` = 'No'
AND `Previous Ready Status` = 'Yes'
AND `Previous Ready Status` IS NOT NULL
THEN 1
ELSE 0
END)
OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) >= 3 THEN '3+ Times'

ELSE 'No Reversal'
END

Tagged:

Answers

  • nmizzell
    nmizzell Contributor

    Hey Agolla,

    I think that a beastmode is not the best suited tool for this task.

    Try the following in magic ETL:

    1. Group by Case number, count case status that equal "Yes" and count case status that equal "No"

    2. Then, take the minimum of both these. This will give you the total number of reversals, assuming there are an even number plus one of yes and nos.

  • nmizzell
    nmizzell Contributor

    You can also do this in a pivot table if magic etl is not an option.

  • Ok, thanks for the response.

    But I have added a new column (Reversal Status) beside each row whether it is a reversal or not (Yes/No).

    Case Number

    Reversal Status

    123

    Yes

    123

    Yes

    341

    No

    341

    Yes


    Now can I count how many 1,2, 3+ times for each case?

    I need a single value of sum of cases where only 1 reversal occurred and likewise for 2, and 3+ times

  • ggenovese
    ggenovese Contributor

    Hi - your original beast mode was missing the second aggregation, you needed SUM(SUM(…

    CASE
    WHEN SUM(SUM(CASE
    WHEN `Ready Status` = 'No'
    AND `Previous Ready Status` = 'Yes'
    AND `Previous Ready Status` IS NOT NULL
    THEN 1
    ELSE 0
    END))
    OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) = 1 THEN '1 Time'

    WHEN SUM(SUM(CASE
    WHEN `Ready Status` = 'No'
    AND `Previous Ready Status` = 'Yes'
    AND `Previous Ready Status` IS NOT NULL
    THEN 1
    ELSE 0
    END))
    OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) = 2 THEN '2 Times'

    WHEN SUM(SUM(CASE
    WHEN `Ready Status` = 'No'
    AND `Previous Ready Status` = 'Yes'
    AND `Previous Ready Status` IS NOT NULL
    THEN 1
    ELSE 0
    END))
    OVER (PARTITION BY `Case Number` ORDER BY `Case Number`) >= 3 THEN '3+ Times'

    ELSE 'No Reversal'
    END

    but also, I feel that you can get the same result without the window function

    CASE 
    WHEN SUM(CASE WHEN `ready status` = 'No' AND `previous ready status` = 'Yes' THEN 1 END) = 1 THEN '1 Time'
    WHEN SUM(CASE WHEN `ready status` = 'No' AND `previous ready status` = 'Yes' THEN 1 END) = 2 THEN '2 Times'
    WHEN SUM(CASE WHEN `ready status` = 'No' AND `previous ready status` = 'Yes' THEN 1 END) > 2 THEN '3+ Times'
    ELSE 'No Reversal'
    END