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danisharoon
Helper I
Helper I

PowerBI PowerQuery M - Lag for each group

I have a query consisting of 3 columns, category, month, and volume. I would like to determine one month lag of volume for each category. How can this be achieved using PowerBI PowerQuery M?

2 ACCEPTED SOLUTIONS
Vijay_A_Verma
Super User
Super User

Please post your sample data and result expected. Refer to this - How to provide sample data in the Power BI Forum - https://community.powerbi.com/t5/Community-Blog/How-to-provide-sample-data-in-the-Power-BI-Forum/ba-...

View solution in original post

See the working here - Open a blank query - Home - Advanced Editor - Remove everything from there and paste the below code to test (later on when you use the query on your dataset, you will have to change the source appropriately. If you have columns other than these, then delete Changed type step and do a Changed type for complete table from UI again)

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WcknMLKpUKCjKTylNLilW0lHySswDkuZmSrE6WGTdUpOApLEpdlnfxCKQrAl2WccCkKwRRNYptSy1KDE9NUUhpSgzLxths4kpLnmo3Tj1Q2w3w6kfYr+xpVJsLAA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Category = _t, Month = _t, Volume = _t]),
    #"Changed Type" = Table.TransformColumnTypes(Source,{{"Category", type text}, {"Month", type text}, {"Volume", Int64.Type}}),
    #"Added Index" = Table.AddIndexColumn(#"Changed Type", "Index", 0, 1, Int64.Type),
    #"Added Custom" = Table.AddColumn(#"Added Index", "Volume (lag 1)", each try if #"Added Index"[Category]{[Index]-1}=[Category] then #"Added Index"[Volume]{[Index]-1} else null otherwise null),
    #"Filtered Rows" = Table.SelectRows(#"Added Custom", each ([#"Volume (lag 1)"] <> null)),
    #"Removed Columns" = Table.RemoveColumns(#"Filtered Rows",{"Volume", "Index"})
in
    #"Removed Columns"

 

View solution in original post

4 REPLIES 4
danisharoon
Helper I
Helper I

Input will be as follows:

 

CategoryMonthVolume
Dairy productsJan76
Dairy productsFeb35
Dairy productsMar34
Dairy productsApr24
Beveraged drinksJan45
Beveraged drinksFeb34
Beveraged drinksMar65
Beveraged drinksApr39

 

Output to be as follows:

 

CategoryMonthVolume (lag 1)
Dairy productsFeb76
Dairy productsMar35
Dairy productsApr34
Beveraged drinksFeb45
Beveraged drinksMar34
Beveraged drinksApr65

See the working here - Open a blank query - Home - Advanced Editor - Remove everything from there and paste the below code to test (later on when you use the query on your dataset, you will have to change the source appropriately. If you have columns other than these, then delete Changed type step and do a Changed type for complete table from UI again)

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WcknMLKpUKCjKTylNLilW0lHySswDkuZmSrE6WGTdUpOApLEpdlnfxCKQrAl2WccCkKwRRNYptSy1KDE9NUUhpSgzLxths4kpLnmo3Tj1Q2w3w6kfYr+xpVJsLAA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Category = _t, Month = _t, Volume = _t]),
    #"Changed Type" = Table.TransformColumnTypes(Source,{{"Category", type text}, {"Month", type text}, {"Volume", Int64.Type}}),
    #"Added Index" = Table.AddIndexColumn(#"Changed Type", "Index", 0, 1, Int64.Type),
    #"Added Custom" = Table.AddColumn(#"Added Index", "Volume (lag 1)", each try if #"Added Index"[Category]{[Index]-1}=[Category] then #"Added Index"[Volume]{[Index]-1} else null otherwise null),
    #"Filtered Rows" = Table.SelectRows(#"Added Custom", each ([#"Volume (lag 1)"] <> null)),
    #"Removed Columns" = Table.RemoveColumns(#"Filtered Rows",{"Volume", "Index"})
in
    #"Removed Columns"

 

This is a fantastic translation of the SQL LAG() window function into Power Query! Thank you!

Vijay_A_Verma
Super User
Super User

Please post your sample data and result expected. Refer to this - How to provide sample data in the Power BI Forum - https://community.powerbi.com/t5/Community-Blog/How-to-provide-sample-data-in-the-Power-BI-Forum/ba-...

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