Forum Discussion
Need help with Data Cleansing
- 4 years ago
For overwriting the values, DAX can't be used. For this purpose, you will need to use PQ.
See the working here - Open a blank query - Home - Advanced Editor - Remove everything from there and paste the below code to test (later on when you use the query on your dataset, you will have to change the source appropriately. If you have columns other than these, then delete Changed type step and do a Changed type for complete table from UI again)
let Source = Table.FromRows(Json.Document(Binary.Decompress(Binary.FromText("i45Wcq0oSS3KU9JRMgJic2NDfXMDQ0M9IAZyDZVidXCrAPLA8okpKSlAtjFI1ghZ1ggsbWIMhECeCYZuI0LGA+2PBQA=", BinaryEncoding.Base64), Compression.Deflate)), let _t = ((type nullable text) meta [Serialized.Text = true]) in type table [#"Personeel.In-/Extern" = _t, #"Uren Registratie 2.CategorieID" = _t, #"WBS Code" = _t, #"Klantnum." = _t]), #"Changed Type" = Table.TransformColumnTypes(Source,{{"Personeel.In-/Extern", type text}, {"Uren Registratie 2.CategorieID", Int64.Type}, {"WBS Code", type text}, {"Klantnum.", Int64.Type}}), Custom1 = Table.ReplaceValue(#"Changed Type", each [Uren Registratie 2.CategorieID], each if [#"Personeel.In-/Extern"] = "Extern" and [WBS Code] = "731/7011.01" and [#"Klantnum."] =null then 6 else [Uren Registratie 2.CategorieID], Replacer.ReplaceValue,{"Uren Registratie 2.CategorieID"}) in Custom1
Here is some sample data. I've deleted other columns.
See row 17: The value of 1 needs to change to 6.
(Because Klantnum. = empty / null) and WBS Code = 713/7011.01 and Personeel.In-/Extern = Extern (It shows null in PQ)
| Row Nr. | Klantnum. | Personeel.Naam | WBS Code | Uren Registratie 2.CategorieID | Personeel.In-/Extern |
| 1 | 1305030220 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 2 | 1305030211 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 3 | 1305030177 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 4 | 1305030228 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 5 | 1305030178 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 6 | 1305030019 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 7 | 1305030024 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 8 | 1305030195 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 9 | 1305030229 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 10 | 1305030120 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 11 | 1301020560 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 12 | 1305030171 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 13 | 1305030018 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 14 | 1305030120 | Önder Kandemir | 7040 | 6 | Extern |
| 15 | 1305030120 | Önder Kandemir | 7005 | 3 | Extern |
| 16 | 1305030191 | Önder Kandemir | 713/7011.01 | 1 | Extern |
| 17 | Önder Kandemir | 713/7011.01 | 1 | Extern | |
| 18 | Önder Kandemir | 7045 | 3 | Extern | |
| 19 | Önder Kandemir | 7005 | 3 | Extern |
In your original requirement, you gave WBS Code=731/7011.01 whereas in your table, value is 713 not 731....Hence, in the code also, you will need to replace 731/7011.01 with 713/7011.01. Hence, following would work
= Table.ReplaceValue(#"Added Custom", each [Uren Registratie 2.CategorieID], each if [#"Personeel.In-/Extern"] = "Extern" and [WBS Code] = "713/7011.01" and [#"Klantnum."] =null then 6 else [Uren Registratie 2.CategorieID], Replacer.ReplaceValue,{"Uren Registratie 2.CategorieID"})