betweenness

Betweenness.js

Determines the betweenness centrality values of a graph using Brandes' algorithm On variants of shortest-path betweenness centrality and their generic computation [2008].

Usage

var nodes = [ 
    { id: 0, outEdges: [ 1 ] }, 
    { id: 1 } ];
 
var betweenness = require("betweenness");
betweenness.vertex().nodes(nodes).calc();

Install

npm install betweenness

Supported Betweenness Types

Type	Implementation	Description
Vertex Betweenness	vertex()	Classic shortest-path betweenness, the score of v equals the number of shortest paths v lies on.
Vertex Betweenness with Endpoints	vertexWithEndpoints()	Same as before, adds to the score of a v the number of vertices that can be reached by v and that reach v.
Edge Betweenness	edge()	The score of an edge e is the number of shortest paths e is part of.

In Brandes' paper more variants are listed and it is easy to add them to the implementation. If you miss a variation feel free to add it.