Forum Discussion
bazari
5 years agoFrequent Visitor
week average on missing values
Hi, I have a Table with Missing values on weekends and holidays, I need to populate missing values with the weekly average. I have used Simple Formula IF( ISBLANK(sales[KPMR]), AVE...
CNENFRNL
5 years agoCommunity Champion
bazari , you might want to achieve your goal in Power Query,
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("bc9BDoUgDIThq7ywNpEORfAsxvtfQ9BMzcS3oJuPJv2PI1lezVZk5LSkNp5jjF86l8dAM5pZYCGC2D3QiYU4BrESnbjXwI1Y/2w24vY9tktIEdslZJp1IrKETESEwCTk3myBkJD7x4tFQib2CIFLiByLKiH+2HkB", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [date = _t, Weekday = _t, #"week num" = _t, #"Values (KPMR)" = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"date", type date}, {"Weekday", Int64.Type}, {"week num", Int64.Type}, {"Values (KPMR)", Int64.Type}}),
#"Grouped Rows" = Table.RemoveColumns(Table.Group(#"Changed Type", {"week num"}, {{"ar", each _, type table [date=nullable date, Weekday=nullable number, week num=nullable number, #"Values (KPMR)"=nullable number]}}), {"week num"}),
Population = Table.TransformColumns(
#"Grouped Rows",
{"ar",
each let kpmr = [#"Values (KPMR)"], avg = List.Sum(kpmr)/List.NonNullCount(kpmr) in Table.ReplaceValue(
_, null, avg, Replacer.ReplaceValue, {"Values (KPMR)"}
)}
),
#"Expanded ar" = Table.ExpandTableColumn(Population, "ar", {"date", "Weekday", "week num", "Values (KPMR)"}, {"date", "Weekday", "week num", "Values (KPMR)"})
in
#"Expanded ar"
bazari
5 years agoFrequent Visitor
So, no Simple DAX can resolve that? that's the quite complicated solution. I Have to apply that on 3 million rows, so i think it will be quite slow.?