Remove numbers during preprocessing
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I would like to remove numbers within text. I have this function or script for the preprocessing, how I can remove all numbers?
%Create Co-occurence Network for only class1 and 0 5%
data = dataone.text;
%textdata = data.text;
data = randsample(data,100)
%data=data(1:100,1)
documents = preprocessText(data);
bag = bagOfWords(documents);
bag1 = removeInfrequentWords(bag,2);
counts = bag1.Counts;
cooccurrence = counts.'*counts;
G = graph(cooccurrence,bag1.Vocabulary,'omitselfloops');
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Answers (1)
Ergin Sezgin
on 30 Sep 2022
Hello Rachele,
Try using the following code with your string array.
words = ["stringOne", "stringTwo", "2022", "stringThree"]
doubleArray = str2double(words)
nanIdx = isnan(doubleArray)
wordsArray = words(1,nanIdx)
Good luck
2 Comments
Ergin Sezgin
on 30 Sep 2022
If the issue is with a char array, its possible to remove all numbers from it, checking each element by an explicit loop or vectorization. If there are multiple char elements in a container, same method should also work after some additional steps are added. Could you please share some of the data?
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