Reputation: 535
I have the data structured in excel in the following format
What I want to do with that is to transform it into this. In simple words for each ID I want to record the difference in value from previous day, and if there is no value in previous day we just keep the current value.
As an intermediate step I am trying to transform the raw data into something like this but I am not sure how to go about it in simple Excel pivot tables, or Power query transformations.
Upvotes: 0
Views: 48
Reputation: 21298
There is something wrong with your sample because [v1-v2] is not the same method as [v5-v4, v3-v2, v8-v7] but I assume the latter ones were right
See if this works for you
Assumes data in 3 columns in a range named Table1 with column headers Dates, ID, Value
You can paste into PowerQuery using ... Advanced Editor ...
Creates a column with the value of yesterday for that ID and returns a null if nothing is found. Then does the subtraction, and pivots
let Source = Excel.CurrentWorkbook(){[Name="Table1"]}[Content],
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Dates", type date}, {"ID", type text}, {"Value", Int64.Type}}),
Yesterday = Table.AddColumn(#"Changed Type" , "Yesterday", (i) => List.Sum(Table.SelectRows( #"Changed Type", each ([ID] = i[ID] and Date.AddDays([Dates],1) = i[Dates]))[Value]), type number ),
#"Replaced Value" = Table.ReplaceValue(Yesterday,null,0,Replacer.ReplaceValue,{"Yesterday"}),
#"Added Custom" = Table.AddColumn(#"Replaced Value", "Custom", each [Value]-[Yesterday]),
#"Removed Columns" = Table.RemoveColumns(#"Added Custom",{"Value", "Yesterday"}),
#"Pivoted Column" = Table.Pivot(Table.TransformColumnTypes(#"Removed Columns", {{"Dates", type text}}, "en-US"), List.Distinct(Table.TransformColumnTypes(#"Removed Columns", {{"Dates", type text}}, "en-US")[Dates]), "Dates", "Custom", List.Sum)
in #"Pivoted Column"
Upvotes: 1