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Anonymous
Not applicable

Need Help on Data Transformation

Happy holidays everyone! Need help on transforming this data that comes from the client tool as follows :

 

Name1.11.1 Score1.21.2 Score2.12.2 Score
Name 1Attendance100%Quality85%Adherence60%
Name 2Attendance50%Productivity0%SLA75%

 

The output I am trying to achieve would be :

NameAttributeScore
Name 1Attendance100%
Name 1Quality85%
Name 1Adherence60%
Name 2Attendance50%
Name 2Productivity0%
Name 2SLA75%

Tried unpivoting columns/unpivoting other columns one column at a time and also simultaneously but I'm not getting the desired result. To add context, I am required to create a visual to show the count of 0% score instances per attribute/metric.

Any solution would be a huge help 🙇 

1 ACCEPTED SOLUTION
bolfri
Solution Sage
Solution Sage

 

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45W8kvMTVUwVNJRciwpSc1LScxLTgVyDA0MdAwMVIGswNLEnMySSiDLwhQq5JiSkVqUClFoBlEXqwM1yQjdJFOYQQFF+SmlySWZZRDTYMLBPo5A0hxidmwsAA==", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Name = _t, #"1.1" = _t, #"1.1 Score" = _t, #"1.2" = _t, #"1.2 Score" = _t, #"2.2" = _t, #"2.2 Score" = _t]),
    #"Unpivoted Columns" = Table.UnpivotOtherColumns(Source, {"Name"}, "Context", "Value"),
    #"Added Custom" = Table.AddColumn(#"Unpivoted Columns", "Type", each if Text.Contains([Context],"Score") then "Score" else "Attribute"),
    #"Pivoted Column" = Table.Pivot(#"Added Custom", List.Distinct(#"Added Custom"[Type]), "Type", "Value"),
    #"Extracted Text Before Delimiter" = Table.TransformColumns(#"Pivoted Column", {{"Context", each Text.BeforeDelimiter(_, " "), type text}}),
    #"Grouped Rows" = Table.Group(#"Extracted Text Before Delimiter", {"Name", "Context"}, {{"Attribute", each List.Max([Attribute]), type nullable text}, {"Score", each List.Max([Score]), type nullable number}})
in
    #"Grouped Rows"

 

 

Before:

bolfri_0-1671837374084.png

 

After:

bolfri_1-1671837385851.png

 

 





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View solution in original post

4 REPLIES 4
Anonymous
Not applicable

thank you sir! awesome work.. had to look at each step to understand what happened

pretty creative to use the 1.1 etc to group columns together.. appreciate it!

I am happy to hear that I could help. 🙂 If some steps are unclear for you (why I did that) - just ask.

P.S. It's not important, but I am a girl 😁 Not "sir".





Did I answer your question? Mark my post as a solution!

Proud to be a Super User!




Anonymous
Not applicable

so sorry >< thanks a lot ms. bolfri and happy holiday

bolfri
Solution Sage
Solution Sage

 

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45W8kvMTVUwVNJRciwpSc1LScxLTgVyDA0MdAwMVIGswNLEnMySSiDLwhQq5JiSkVqUClFoBlEXqwM1yQjdJFOYQQFF+SmlySWZZRDTYMLBPo5A0hxidmwsAA==", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Name = _t, #"1.1" = _t, #"1.1 Score" = _t, #"1.2" = _t, #"1.2 Score" = _t, #"2.2" = _t, #"2.2 Score" = _t]),
    #"Unpivoted Columns" = Table.UnpivotOtherColumns(Source, {"Name"}, "Context", "Value"),
    #"Added Custom" = Table.AddColumn(#"Unpivoted Columns", "Type", each if Text.Contains([Context],"Score") then "Score" else "Attribute"),
    #"Pivoted Column" = Table.Pivot(#"Added Custom", List.Distinct(#"Added Custom"[Type]), "Type", "Value"),
    #"Extracted Text Before Delimiter" = Table.TransformColumns(#"Pivoted Column", {{"Context", each Text.BeforeDelimiter(_, " "), type text}}),
    #"Grouped Rows" = Table.Group(#"Extracted Text Before Delimiter", {"Name", "Context"}, {{"Attribute", each List.Max([Attribute]), type nullable text}, {"Score", each List.Max([Score]), type nullable number}})
in
    #"Grouped Rows"

 

 

Before:

bolfri_0-1671837374084.png

 

After:

bolfri_1-1671837385851.png

 

 





Did I answer your question? Mark my post as a solution!

Proud to be a Super User!




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