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This Excel LAMBDA function converts a text string into n-grams
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/* | |
NGRAMS | |
Converts a text string to n-grams | |
Inputs: | |
- text (string): the text string to convert | |
- n (int): the number of elements to output in each n-gram | |
- strict (bool): whether to output incomplete n-grams at the end of the array | |
Returns: | |
An array with 1 + n columns and wordcount rows if strict = FALSE, | |
or (wordcount - n + 1) rows if strict = TRUE. Each n-gram is on a separate | |
row. The first column contains the original text in each row. | |
Example 1: | |
text: "Hello this is a text string" | |
n: 3 | |
strict: FALSE | |
NGRAMS: | |
{ | |
"Hello this is a text string","Hello","this","is"; | |
"Hello this is a text string","this","is","a"; | |
"Hello this is a text string","is","a","text"; | |
"Hello this is a text string","a","text","string"; | |
"Hello this is a text string","text","string",#REF!; | |
"Hello this is a text string","string",#REF!,#REF! | |
} | |
Example 2: | |
text: "Hello this is a text string" | |
n: 3 | |
strict: TRUE | |
NGRAMS: | |
{ | |
"Hello this is a text string","Hello","this","is"; | |
"Hello this is a text string","this","is","a"; | |
"Hello this is a text string","is","a","text"; | |
"Hello this is a text string","a","text","string"; | |
} | |
*/ | |
NGRAMS = LAMBDA(text,n,strict, | |
LET( | |
words,IFERROR(TEXTSPLITXML(text," "),""), | |
wordcount,ROWS(words), | |
witherrors,MAKEARRAY( | |
wordcount, | |
n+1, | |
LAMBDA(r,c, | |
IF( | |
c=1, | |
text, | |
INDEX( | |
LET( | |
ind,MAKEARRAY(wordcount,n,LAMBDA(r,c,r+c-1)), | |
INDEX(words,ind) | |
), | |
r, | |
c-1 | |
) | |
) | |
) | |
), | |
IF( | |
strict, | |
FILTER( | |
witherrors, | |
BYROW(witherrors,LAMBDA(a,SUM(N(ISERROR(a)))))=0 | |
), | |
witherrors | |
) | |
) | |
); | |
TEXTSPLITXML =LAMBDA(text, delim, FILTERXML("<x><y>" & SUBSTITUTE(text, delim, "</y><y>") & "</y></x>", "//y")); |
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