@simonjb/rake-js

RAKE.js

A pure JS implementation of the Rapid Automated Keyword Extraction (RAKE) algorithm. Put in any text corpus, get back a bunch of keyphrases and keywords.

Currently supported languages:

• english
• german
• spanish
• italian
• dutch
• portugese
• swedish

More languages are fairly easy to add, see the stoplist module for details.

How to use

Without any further options:

  import rake from 'rake-js'

  const myKeywords = rake(someTextContent) // ['keyword1, ...]

When the language is known in advance (faster execution):

  import rake from 'rake-js'

  const myKeywords = rake(someTextContent, { language: 'english' })

When the corpus is divided by something other than whitespace (eg: ;):

  import rake from 'rake-js'

  const myKeywords = rake(someTextContent, { delimiters: [';+'] })

Implementation Details

This algorithm is fast, compared with other approaches like TextRank. The results are surprisingly good for a cross-language algorithm, and the truly relevant keywords / phrases are included in the result in most cases. For more details about the RAKE algorithm, read the original paper.

There are still rough edges in the code, but I tried to translate the abstract algorithm into a solid software package, tested and typesafe. Actually I wrote this thing because I was very disappointed with all the existing solutions on NPM, and I hope this repository is easier to contribute to in the future.

Roadmap:

• support more languages (only handful are whitelisted for now)
• duplicate keyword filtering
• check browser compatibility

LICENSE:

LGPL-3.0.

You can use this package in all your free or commercial products without any issues, but I want bugfixes and improvements to this algorithm to flow back into the public code repository.