JSFiddle - React, Tailwind, and code Playground
by Umair Rafiq
HTML
<html>
<head>
<title>Linked modularity minimap</title>
<meta charset="utf-8" />
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script>
<script src="jsLouvain.js" type="text/JavaScript"></script>
</head>
<style>
svg {
height: 500px;
width: 500px;
border: 1px solid gray;
}
</style>
<body>
<div id="viz">
<svg class="main">
</svg>
</div>
</body>
<footer>
<script>
d3.csv("firm.csv",function(error,data) {createNetwork(data)});
function onlyUnique(value, index, self) {
return self.indexOf(value) === index;
}
function createNetwork(edgelist) {
var nodeHash = {};
var nodes = [];
var edges = [];
edgelist.forEach(function (edge) {
if (!nodeHash[edge.source]) {
nodeHash[edge.source] = {id: edge.source, label: edge.source};
nodes.push(nodeHash[edge.source]);
}
if (!nodeHash[edge.target]) {
nodeHash[edge.target] = {id: edge.target, label: edge.target};
nodes.push(nodeHash[edge.target]);
}
if (edge.weight == 4) {
edges.push({id: nodeHash[edge.source].id + "-" + nodeHash[edge.target].id, source: nodeHash[edge.source], target: nodeHash[edge.target], weight: edge.weight});
}
});
// create graph object we extract with console.save()
const graph = {};
graph.nodes = nodes;
graph.edges = edges;
window.graph = graph;
// createForceNetwork(nodes, edges);
}
/*
function modularityCensus(nodes, edges, moduleHash) {
edges.forEach(function (edge) {
if (edge.source.module !== edge.target.module) {
edge.border = true;
}
else {
edge.border = false;
}
});
nodes.forEach(function (node) {
var theseEdges = edges.filter(function(d) {return d.source === node || d.target === node});
var theseSourceModules = theseEdges.map(function (d) {return d.source.module}).filter(onlyUnique);
var theseTargetModules = theseEdges.map(function (d) {return d.target.module}).filter(onlyUnique);
if (theseSourceModules.length > 1 ||...
JavaScript
/*
Author: Corneliu S. (github.com/upphiminn)
This is a javascript implementation of the Louvain
community detection algorithm (http://arxiv.org/abs/0803.0476)
Based on https://bitbucket.org/taynaud/python-louvain/overview
*/
(function(){
jLouvain = function(){
//Constants
var __PASS_MAX = -1
var __MIN = 0.0000001
//Local vars
var original_graph_nodes;
var original_graph_edges;
var original_graph = {};
var partition_init;
//Helpers
function make_set(array){
var set = {};
array.forEach(function(d,i){
set[d] = true;
});
return Object.keys(set);
};
function obj_values(obj){
var vals = [];
for( var key in obj ) {
if ( obj.hasOwnProperty(key) ) {
vals.push(obj[key]);
}
}
return vals;
};
function get_degree_for_node(graph, node){
var neighbours = graph._assoc_mat[node] ? Object.keys(graph._assoc_mat[node]) : [];
var weight = 0;
neighbours.forEach(function(neighbour,i){
var value = graph._assoc_mat[node][neighbour] || 1;
if(node == neighbour)
value *= 2;
weight += value;
});
return weight;
};
function get_neighbours_of_node(graph, node){
if(typeof graph._assoc_mat[node] == 'undefined')
return [];
var neighbours = Object.keys(graph._assoc_mat[node]);
return neighbours;
}
function get_edge_weight(graph, node1, node2){
return graph._assoc_mat[node1] ? graph._assoc_mat[node1][node2] : undefined;
}
function get_graph_size(graph){
var size = 0;
graph.edges.forEach(function(edge){
size += edge.weight;
});
return size;
}
function add_edge_to_graph(graph, edge){
update_assoc_mat(graph, edge);
var edge_index = graph.edges.map(function(d){
return d.source+'_'+d.target;
}).indexOf(edge.source+'_'+edge.target);
if(edge_index != -1)
graph.edges[edge_index].weight = edge.weight;
else
graph.edges.push(edge);
}
function make_assoc_mat(edge_list){
var mat =...