Stringmatch
Description
Package to compare two strings and build a score for the similarity between the two. Use it to match user names with real names for example.
The package relies on the jaro-winkler package for a base calculation of distance between the two strings. After the calculation you can come up with an arbitrary threshold number to see if the strings match enough or one of them needs a change.
Installation
Just
npm install @kevinkoobs/stringmatch
to install the package.
Usage
In simple .js-scripts import the package and run the only function available:
const stringMatch = require('@kevinkoobs/stringmatch')
console.log(stringMatch.compareStrings('KevinKoobs', 'Kevin Koobs', 1, 1));The function compareStrings() takes in four arguments. The first two are the strings you want to compare, the last two are the multiplier and addition. So the function looks like this:
compareStrings(string1: string, string2: string, substringMultiplier: number, substringAddition: number);The multiplier and addition default to 1 and works as follows:
If there is a substring in one of the two strings that matches (part of) the other string, a bonus is rewarded and a multiplier is calculated. Both take in the length of the substring (minimum of 3) and a predefined factor, i.e. 2. When a substring of 6 characters is found, the substringMultiplier will be multiplied by the length and the factor and added by 1. For every character the substringMultiplier is also added to the substringAddition and the two numbers coming from those calculations are multiplied with the default jaro-winkler score. At last, that number is divided by 5 to remove excessive high numbers.
Example:
input
compareStrings('KevinKoobs', 'Kevin Koobs', 2.5, 1.5);output
{
score: 1325.625,
substringMultiplier: 2.5,
substringAddition: 1.25,
bonusPoints: 26.25,
distanceScore: 1,
multiplier: 252.5
}