Rolling 12 Month Average in Magic ETL

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Hi there!

Was hoping someone would have a solution for what I am trying to do. I want a 12 month historical average in line with the current month in my dataset. (Sample datasets will only show 3 month)

This is a sample dataset of what I am working with:

*"Desired Column" would be the field that holds the historical average.

In this case the Desired Column in the first row = 33.3 because:

  1. Add all the "Type" = Cloth and "Name" = Chest has a weight of (33.9 + 33.3 + 32.6)

2. Divided by the last 3 months (99.8 / 3) = 33.3

Month-end Date

Country Name

Type

Name

Weight

Desired Column

31-Mar-2024

United States

Cloth

Chest

33.9

33.3

31-Mar-2024

United States

Cloth

Boots

33.5

33.1

31-Mar-2024

United States

Leather

Chest

36.2

35.2

31-Mar-2024

United States

Leather

Boots

37.0

35.7

29-Feb-2024

United States

Cloth

Chest

33.3

33.3

29-Feb-2024

United States

Cloth

Boots

33.3

33.1

29-Feb-2024

United States

Leather

Chest

35.6

35.2

29-Feb-2024

United States

Leather

Boots

35.9

35.7

31-Jan-2024

United States

Cloth

Chest

32.6

33.3

31-Jan-2024

United States

Cloth

Boots

32.5

33.1

31-Jan-2024

United States

Leather

Chest

34.0

35.2

31-Jan-2024

United States

Leather

Boots

34.2

35.7

I am looking to get this done within Magic ETL using whatever tiles makes the most sense.

Any help would be appreciated!

Thank you in advance!

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Best Answer

Answers

  • david_cunningham
    edited May 4
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    @MarkSnodgrass has a fantastic YouTube video on this exact topic! Check it out 😁

    The video covers 30/60/90 day rolling windows, but you can adapt this to your particular requirements.

    Thanks Mark for creating this great video!

    David Cunningham

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  • MarkSnodgrass
    Answer ✓
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    You are welcome @david_cunningham ! Keep up the great work on the answers!

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