Forum Discussion
How to remove duplicate rows based on condition
Hi all,
I have a employee history table. I noticed some duplicated rows. How can I remove the duplicated row, based on the condition:
1. The same Employee Number
2. Chg Rsn="901"? （901 means new hired employee, new hire must be unique）
Thank you in advance！
Bei
Hi,
Here is one way to do this:
Example (we will remove one of the rows in yellow):Here is the PQ used:
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjQyVtJRsjQwVIrVweSZgHlGWHmmWHhAfbEA", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Empid = _t, code = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Empid", Int64.Type}, {"code", Int64.Type}}),
#"Filtered Rows1" = Table.SelectRows(#"Changed Type", each [code] <> 901), //this table contains non 901 rows
#"Filtered Rows" = Table.SelectRows(#"Changed Type", each [code] = 901),
#"Removed Duplicates" = Table.Distinct(#"Filtered Rows", {"Empid"}), //this table contains non unique 901 rows
#"Appended Query" = Table.Combine({#"Removed Duplicates", #"Filtered Rows1"}) //here we combine the two to get the desired result
in
#"Appended Query"
End result:As we can see the non-desired row is now removed.
I hope this post helps to solve your issue and if it does consider accepting it as a solution and giving the post a thumbs up!
My LinkedIn: https://www.linkedin.com/in/n%C3%A4ttiahov-00001/
3 Replies
Hi,
Here is one way to do this:
Example (we will remove one of the rows in yellow):Here is the PQ used:
let
Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45WMjQyVtJRsjQwVIrVweSZgHlGWHmmWHhAfbEA", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [Empid = _t, code = _t]),
#"Changed Type" = Table.TransformColumnTypes(Source,{{"Empid", Int64.Type}, {"code", Int64.Type}}),
#"Filtered Rows1" = Table.SelectRows(#"Changed Type", each [code] <> 901), //this table contains non 901 rows
#"Filtered Rows" = Table.SelectRows(#"Changed Type", each [code] = 901),
#"Removed Duplicates" = Table.Distinct(#"Filtered Rows", {"Empid"}), //this table contains non unique 901 rows
#"Appended Query" = Table.Combine({#"Removed Duplicates", #"Filtered Rows1"}) //here we combine the two to get the desired result
in
#"Appended Query"
End result:As we can see the non-desired row is now removed.
I hope this post helps to solve your issue and if it does consider accepting it as a solution and giving the post a thumbs up!
My LinkedIn: https://www.linkedin.com/in/n%C3%A4ttiahov-00001/Hi,
Anonymous
I created a flowchart with the categories required. In the end the problem is that we are trying to eliminate rows with certain conditions. So reversely, if we include all but the rows we want to eliminate we get the desired outcome.