About RAKE
Rapid Keyword Extraction (RAKE) RAKE is a domain-independent keyword extraction algorithm in Natural Language Processing. The list of stop words are from the NLTK python package
Input: text. Output: text.
Example
Use “Try example” to load this public sample and its settings, then run it.
Settings used in this example
| Parameter | Example value | Input and choices |
|---|---|---|
| Word Delimiter (Regex) | "\\s" | Text |
| Sentence Delimiter (Regex) | "\\.\\s|\\n" | Text |
| Stop Words | "i,me,my,myself,we,our" | Text |
Input
test1 test2. test2
Result
Scores: , Keywords: 3.5, test1 test2 1.5, test2
Parameters
| Parameter | Default value | Input and choices |
|---|---|---|
| Word Delimiter (Regex) | "\\s" | Text |
| Sentence Delimiter (Regex) | "\\.\\s|\\n" | Text |
| Stop Words | "i,me,my,myself,we,our,ours,ourselves,you,you're,you've,you'll,you'd,your,yours,yourself,yourselves,he,him,his,himself,she,she's,her,hers,herself,it,it's,its,itsef,they,them,their,theirs,themselves,what,which,who,whom,this,that,that'll,these,those,am,is,are,was,were,be,been,being,have,has,had,having,do,does',did,doing,a,an,the,and,but,if,or,because,as,until,while,of,at,by,for,with,about,against,between,into,through,during,before,after,above,below,to,from,up,down,in,out,on,off,over,under,again,further,then,once,here,there,when,where,why,how,all,any,both,each,few,more,most,other,some,such,no,nor,not,only,own,same,so,than,too,very,s,t,can,will,just,don,don't,should,should've,now,d,ll,m,o,re,ve,y,ain,aren,aren't,couldn,couldn't,didn,didn't,doesn,doesn't,hadn,hadn't,hasn,hasn't,haven,haven't,isn,isn't,ma,mightn,mightn't,mustn,mustn't,needn,needn't,shan,shan't,shouldn,shouldn't,wasn,wasn't,weren,weren't,won,won't,wouldn,wouldn't" | Text |
Before interpreting the result
Extractors find patterns; a matching address or identifier is not proof that it exists or is reachable. Inspect the sample and matching options to understand false positives.
How to use this page
- Paste your input or open a local file.
- Adjust tool options if needed, then choose Run tool.
- Copy the result or download the original output bytes.
Inputs and results are not added to the public catalogue or saved in the URL. Processing happens in your browser; HTTP Request and DNS over HTTPS send the requests you explicitly run. Files up to 128 MiB can be opened; decompression and image tools may have smaller processing limits. Large results have a shortened preview. Text and HTML downloads use UTF-8; binary downloads preserve output bytes. Pasted text follows browser newline handling; open a file when exact input bytes matter.