Receipe to use for distributing rows in different ranges based on values of Single column

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nikhil1
nikhil1 Registered Posts: 4 ✭✭✭

I would like to use a recipe that can distribute rows in different ranges based on values of a single column.

I would like to do following. Y is the column. I would like to distribute the rows in following manner

  • 15=<Y<31 = One range
  • 31<=Y <= 35 = Second range
  • 40<=Y <= 45 = Third Range
  • Y>=50 = Fourth range

I want to do that so that i can run the below formula afterwards.

Var X (Remaining quantity)
IF (15=<Y<31) { X = A - B}
ELSE IF
(31<=Y <= 35 ) {
X = C - B}
ELSE IF
(40<=Y <= 45) {
X = D - B}
ELSE IF
(Y>=50) {
X==0
}

Best Answer

  • Manuel
    Manuel Alpha Tester, Dataiker Alumni, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Dataiku DSS Adv Designer, Registered Posts: 193 ✭✭✭✭✭✭✭
    Answer ✓
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    In both steps, you can use the Formula processor in the Prepare recipe using nested if statements: if(condition, value if true, value if false)

    If you are simply classifying into quartiles, you can also use a Window recipe, provide a sorting column and compute 4 quantiles (see image).

    I hope this helps.

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