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Galat's avatar
Galat
Frequent Visitor
5 years ago
Solved

How Clean Text Data

Hi, I need to pull all the single words out of the sentence.
I mean I should have just been words without numbers or any other symbol!
I use the following formula:
Table.AddColumn (# "Changed Type", "Custom", each Text.Remove ([name], {"!", "@", "#", "$", "%", "^", "& "," * "," (",") "," - "," _ "," + "," = "," {","} "," [","] "," | ", "\", "/", "~", "` ","? ",": ",". "," <","> "," 0 "," 1 "," 2 "," 3 "," 4 "," 5 "," 6 "," 7 "," 8 "," 9 "}))

 

The problem is I can't quite clear everything and there are many more symbols left between the words. Of course, it is not possible to manually search for any icon and delete it.

Does anyone know a way to deal with this problem?

Raw Data 

 

3 Replies

  • Anonymous's avatar
    Anonymous
    Not applicable

    For another situation I had built a function that removes "non-standard" characters from a text. I think it could be for you.

     

     

     

     

     

    let
      fnCngNotStndCharsToDef = (str_in as text, stndChrs as list, optional defChar as text) => 
        Text.Combine(
            List.Transform(
                Splitter.SplitTextByRepeatedLengths(1)(str_in), 
                each Record.FieldOrDefault(Record.FromList(stndChrs, stndChrs), _, defChar)
              )
          )
    in
      fnCngNotStndCharsToDef

     

     

     

     

     

    an example of use:

     

     

    PS

    Actually the function has a slightly more general extension, being able to replace non-standard characters with a chosen default character.
    If this is omitted, the result is to remove unwanted characters.

     

  • Anonymous's avatar
    Anonymous
    Not applicable

    try

    TextEncoding.Utf8
    TextEncoding.Unicode

    =D