Forum Discussion

cathoms's avatar
cathoms
Responsive Resident
5 years ago

Remove specific, partially duplicate rows

I am building a dataset/model from an Excel workbook prepared by others and split into multiple worksheets. The worksheets are split into lists of providers and their counts of (1) established visits...
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Fowmy's avatar
Fowmy
Super User
5 years ago

cathoms 

I am not sure if the order and the pattern of the actual records are similar to what you have shown in the sample. I merged all the columns except NPI and applied "Remove Duplicates" which basically keeps the first occurrence and removes the rest. Check the following code after pasting it in a blank query on the Advanced Editor.

let
    Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjCxNFbSUTI0ARJGQGxibAYkLZRidaKVTC0sDAnImYLkLE1BqgwtQErAklBDsUjGAgA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [A = _t, B = _t, C = _t, D = _t, E = _t]),
    #"Changed Type" = Table.TransformColumnTypes(Source,{{"A", Int64.Type}, {"B", Int64.Type}, {"C", Int64.Type}, {"D", Int64.Type}, {"E", Int64.Type}}),
    #"Inserted Merged Column" = Table.AddColumn(#"Changed Type", "Merged", each Text.Combine({Text.From([B], "en-US"), Text.From([C], "en-US"), Text.From([D], "en-US"), Text.From([E], "en-US")}, "|"), type text),
    #"Removed Duplicates" = Table.Distinct(#"Inserted Merged Column", {"Merged"})
in
    #"Removed Duplicates"

 

 

 

 

 

  • cathoms's avatar
    cathoms
    Responsive Resident
    5 years ago

    So basically you are creating a new column based on all the other columns, then removing duplicates based on that new column. What you are showing gets rid of the wrong rows. However, if remove duplicates keeps the first occurence, would it work if I sort descending?

     

    Also, could I just remove rows based on all the other columns without the need to create a new merged column?