Finds degree of similarity between two strings, based on Dice's Coefficient, which is mostly better than Levenshtein distance.
This repository and the associated NPM package is no longer being maintained.
Finds degree of similarity between two strings, based on Dice’s Coefficient, which is mostly better than Levenshtein distance.
Install using:
npm install string-similarity --save
In your code:
var stringSimilarity = require("string-similarity");
var similarity = stringSimilarity.compareTwoStrings("healed", "sealed");
var matches = stringSimilarity.findBestMatch("healed", [
"edward",
"sealed",
"theatre",
]);
Include <script src="//unpkg.com/string-similarity/umd/string-similarity.min.js"></script>
to get the latest version.
Or <script src="//unpkg.com/[email protected]/umd/string-similarity.min.js"></script>
to get a specific version (4.0.1) in this case.
This exposes a global variable called stringSimilarity
which you can start using.
<script>
stringSimilarity.compareTwoStrings('what!', 'who?');
</script>
(The package is exposed as UMD, so you can consume it as such)
The package contains two methods:
Returns a fraction between 0 and 1, which indicates the degree of similarity between the two strings. 0 indicates completely different strings, 1 indicates identical strings. The comparison is case-sensitive.
Order does not make a difference.
(number): A fraction from 0 to 1, both inclusive. Higher number indicates more similarity.
stringSimilarity.compareTwoStrings("healed", "sealed");
// → 0.8
stringSimilarity.compareTwoStrings(
"Olive-green table for sale, in extremely good condition.",
"For sale: table in very good condition, olive green in colour."
);
// → 0.6060606060606061
stringSimilarity.compareTwoStrings(
"Olive-green table for sale, in extremely good condition.",
"For sale: green Subaru Impreza, 210,000 miles"
);
// → 0.2558139534883721
stringSimilarity.compareTwoStrings(
"Olive-green table for sale, in extremely good condition.",
"Wanted: mountain bike with at least 21 gears."
);
// → 0.1411764705882353
Compares mainString
against each string in targetStrings
.
(Object): An object with a ratings
property, which gives a similarity rating for each target string, a bestMatch
property, which specifies which target string was most similar to the main string, and a bestMatchIndex
property, which specifies the index of the bestMatch in the targetStrings array.
stringSimilarity.findBestMatch('Olive-green table for sale, in extremely good condition.', [
'For sale: green Subaru Impreza, 210,000 miles',
'For sale: table in very good condition, olive green in colour.',
'Wanted: mountain bike with at least 21 gears.'
]);
// →
{ ratings:
[ { target: 'For sale: green Subaru Impreza, 210,000 miles',
rating: 0.2558139534883721 },
{ target: 'For sale: table in very good condition, olive green in colour.',
rating: 0.6060606060606061 },
{ target: 'Wanted: mountain bike with at least 21 gears.',
rating: 0.1411764705882353 } ],
bestMatch:
{ target: 'For sale: table in very good condition, olive green in colour.',
rating: 0.6060606060606061 },
bestMatchIndex: 1
}
compareTwoStrings(..)
: now O(n) instead of O(n^2)bestMatchIndex
to the results for findBestMatch(..)
to point to the best match in the supplied targetStrings
arraysubstring
instead of substr