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ForceAtlas2 Force-directed Layout

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Overview

ForceAtlas2 is a force-directed layout algorithm that optimizes node positions by simulating forces in a physical system. This layout is especially suitable for visualizing large-scale network data, effectively revealing relationships and cluster structures among nodes.

Use Cases

  • Social network analysis: Display user relationship networks, with node degree reflecting user influence
  • Knowledge graphs: Show associations between concepts, discover knowledge domains through clustering
  • System architecture diagrams: Show dependencies between system components, highlight core components via hub mode

Online Demo

createGraph(
{
data: {
nodes: [
{ id: 'Myriel' },
{ id: 'Napoleon' },
{ id: 'Mlle.Baptistine' },
{ id: 'Mme.Magloire' },
{ id: 'CountessdeLo' },
{ id: 'Geborand' },
{ id: 'Champtercier' },
{ id: 'Cravatte' },
{ id: 'Count' },
{ id: 'OldMan' },
{ id: 'Labarre' },
{ id: 'Valjean' },
{ id: 'Marguerite' },
{ id: 'Mme.deR' },
{ id: 'Isabeau' },
{ id: 'Gervais' },
{ id: 'Tholomyes' },
{ id: 'Listolier' },
{ id: 'Fameuil' },
{ id: 'Blacheville' },
{ id: 'Favourite' },
{ id: 'Dahlia' },
{ id: 'Zephine' },
{ id: 'Fantine' },
{ id: 'Mme.Thenardier' },
{ id: 'Thenardier' },
{ id: 'Cosette' },
{ id: 'Javert' },
{ id: 'Fauchelevent' },
{ id: 'Bamatabois' },
{ id: 'Perpetue' },
{ id: 'Simplice' },
{ id: 'Scaufflaire' },
{ id: 'Woman1' },
{ id: 'Judge' },
{ id: 'Champmathieu' },
{ id: 'Brevet' },
{ id: 'Chenildieu' },
{ id: 'Cochepaille' },
{ id: 'Pontmercy' },
{ id: 'Boulatruelle' },
{ id: 'Eponine' },
{ id: 'Anzelma' },
{ id: 'Woman2' },
{ id: 'MotherInnocent' },
{ id: 'Gribier' },
{ id: 'Jondrette' },
{ id: 'Mme.Burgon' },
{ id: 'Gavroche' },
{ id: 'Gillenormand' },
{ id: 'Magnon' },
{ id: 'Mlle.Gillenormand' },
{ id: 'Mme.Pontmercy' },
{ id: 'Mlle.Vaubois' },
{ id: 'Lt.Gillenormand' },
{ id: 'Marius' },
{ id: 'BaronessT' },
{ id: 'Mabeuf' },
{ id: 'Enjolras' },
{ id: 'Combeferre' },
{ id: 'Prouvaire' },
{ id: 'Feuilly' },
{ id: 'Courfeyrac' },
{ id: 'Bahorel' },
{ id: 'Bossuet' },
{ id: 'Joly' },
{ id: 'Grantaire' },
{ id: 'MotherPlutarch' },
{ id: 'Gueulemer' },
{ id: 'Babet' },
{ id: 'Claquesous' },
{ id: 'Montparnasse' },
{ id: 'Toussaint' },
{ id: 'Child1' },
{ id: 'Child2' },
{ id: 'Brujon' },
{ id: 'Mme.Hucheloup' },
],
edges: [
{ source: 'Napoleon', target: 'Myriel', value: 1 },
{ source: 'Mlle.Baptistine', target: 'Myriel', value: 8 },
{ source: 'Mme.Magloire', target: 'Myriel', value: 10 },
{ source: 'Mme.Magloire', target: 'Mlle.Baptistine', value: 6 },
{ source: 'CountessdeLo', target: 'Myriel', value: 1 },
{ source: 'Geborand', target: 'Myriel', value: 1 },
{ source: 'Champtercier', target: 'Myriel', value: 1 },
{ source: 'Cravatte', target: 'Myriel', value: 1 },
{ source: 'Count', target: 'Myriel', value: 2 },
{ source: 'OldMan', target: 'Myriel', value: 1 },
{ source: 'Valjean', target: 'Labarre', value: 1 },
{ source: 'Valjean', target: 'Mme.Magloire', value: 3 },
{ source: 'Valjean', target: 'Mlle.Baptistine', value: 3 },
{ source: 'Valjean', target: 'Myriel', value: 5 },
{ source: 'Marguerite', target: 'Valjean', value: 1 },
{ source: 'Mme.deR', target: 'Valjean', value: 1 },
{ source: 'Isabeau', target: 'Valjean', value: 1 },
{ source: 'Gervais', target: 'Valjean', value: 1 },
{ source: 'Listolier', target: 'Tholomyes', value: 4 },
{ source: 'Fameuil', target: 'Tholomyes', value: 4 },
{ source: 'Fameuil', target: 'Listolier', value: 4 },
{ source: 'Blacheville', target: 'Tholomyes', value: 4 },
{ source: 'Blacheville', target: 'Listolier', value: 4 },
{ source: 'Blacheville', target: 'Fameuil', value: 4 },
{ source: 'Favourite', target: 'Tholomyes', value: 3 },
{ source: 'Favourite', target: 'Listolier', value: 3 },
{ source: 'Favourite', target: 'Fameuil', value: 3 },
{ source: 'Favourite', target: 'Blacheville', value: 4 },
{ source: 'Dahlia', target: 'Tholomyes', value: 3 },
{ source: 'Dahlia', target: 'Listolier', value: 3 },
{ source: 'Dahlia', target: 'Fameuil', value: 3 },
{ source: 'Dahlia', target: 'Blacheville', value: 3 },
{ source: 'Dahlia', target: 'Favourite', value: 5 },
{ source: 'Zephine', target: 'Tholomyes', value: 3 },
{ source: 'Zephine', target: 'Listolier', value: 3 },
{ source: 'Zephine', target: 'Fameuil', value: 3 },
{ source: 'Zephine', target: 'Blacheville', value: 3 },
{ source: 'Zephine', target: 'Favourite', value: 4 },
{ source: 'Zephine', target: 'Dahlia', value: 4 },
{ source: 'Fantine', target: 'Tholomyes', value: 3 },
{ source: 'Fantine', target: 'Listolier', value: 3 },
{ source: 'Fantine', target: 'Fameuil', value: 3 },
{ source: 'Fantine', target: 'Blacheville', value: 3 },
{ source: 'Fantine', target: 'Favourite', value: 4 },
{ source: 'Fantine', target: 'Dahlia', value: 4 },
{ source: 'Fantine', target: 'Zephine', value: 4 },
{ source: 'Fantine', target: 'Marguerite', value: 2 },
{ source: 'Fantine', target: 'Valjean', value: 9 },
{ source: 'Mme.Thenardier', target: 'Fantine', value: 2 },
{ source: 'Mme.Thenardier', target: 'Valjean', value: 7 },
{ source: 'Thenardier', target: 'Mme.Thenardier', value: 13 },
{ source: 'Thenardier', target: 'Fantine', value: 1 },
{ source: 'Thenardier', target: 'Valjean', value: 12 },
{ source: 'Cosette', target: 'Mme.Thenardier', value: 4 },
{ source: 'Cosette', target: 'Valjean', value: 31 },
{ source: 'Cosette', target: 'Tholomyes', value: 1 },
{ source: 'Cosette', target: 'Thenardier', value: 1 },
{ source: 'Javert', target: 'Valjean', value: 17 },
{ source: 'Javert', target: 'Fantine', value: 5 },
{ source: 'Javert', target: 'Thenardier', value: 5 },
{ source: 'Javert', target: 'Mme.Thenardier', value: 1 },
{ source: 'Javert', target: 'Cosette', value: 1 },
{ source: 'Fauchelevent', target: 'Valjean', value: 8 },
{ source: 'Fauchelevent', target: 'Javert', value: 1 },
{ source: 'Bamatabois', target: 'Fantine', value: 1 },
{ source: 'Bamatabois', target: 'Javert', value: 1 },
{ source: 'Bamatabois', target: 'Valjean', value: 2 },
{ source: 'Perpetue', target: 'Fantine', value: 1 },
{ source: 'Simplice', target: 'Perpetue', value: 2 },
{ source: 'Simplice', target: 'Valjean', value: 3 },
{ source: 'Simplice', target: 'Fantine', value: 2 },
{ source: 'Simplice', target: 'Javert', value: 1 },
{ source: 'Scaufflaire', target: 'Valjean', value: 1 },
{ source: 'Woman1', target: 'Valjean', value: 2 },
{ source: 'Woman1', target: 'Javert', value: 1 },
{ source: 'Judge', target: 'Valjean', value: 3 },
{ source: 'Judge', target: 'Bamatabois', value: 2 },
{ source: 'Champmathieu', target: 'Valjean', value: 3 },
{ source: 'Champmathieu', target: 'Judge', value: 3 },
{ source: 'Champmathieu', target: 'Bamatabois', value: 2 },
{ source: 'Brevet', target: 'Judge', value: 2 },
{ source: 'Brevet', target: 'Champmathieu', value: 2 },
{ source: 'Brevet', target: 'Valjean', value: 2 },
{ source: 'Brevet', target: 'Bamatabois', value: 1 },
{ source: 'Chenildieu', target: 'Judge', value: 2 },
{ source: 'Chenildieu', target: 'Champmathieu', value: 2 },
{ source: 'Chenildieu', target: 'Brevet', value: 2 },
{ source: 'Chenildieu', target: 'Valjean', value: 2 },
{ source: 'Chenildieu', target: 'Bamatabois', value: 1 },
{ source: 'Cochepaille', target: 'Judge', value: 2 },
{ source: 'Cochepaille', target: 'Champmathieu', value: 2 },
{ source: 'Cochepaille', target: 'Brevet', value: 2 },
{ source: 'Cochepaille', target: 'Chenildieu', value: 2 },
{ source: 'Cochepaille', target: 'Valjean', value: 2 },
{ source: 'Cochepaille', target: 'Bamatabois', value: 1 },
{ source: 'Pontmercy', target: 'Thenardier', value: 1 },
{ source: 'Boulatruelle', target: 'Thenardier', value: 1 },
{ source: 'Eponine', target: 'Mme.Thenardier', value: 5 },
{ source: 'Eponine', target: 'Thenardier', value: 1 },
{ source: 'Anzelma', target: 'Eponine', value: 1 },
{ source: 'Anzelma', target: 'Thenardier', value: 1 },
{ source: 'Anzelma', target: 'Mme.Thenardier', value: 1 },
{ source: 'Woman2', target: 'Valjean', value: 3 },
{ source: 'Woman2', target: 'Cosette', value: 1 },
{ source: 'Woman2', target: 'Javert', value: 1 },
{ source: 'MotherInnocent', target: 'Fauchelevent', value: 3 },
{ source: 'MotherInnocent', target: 'Valjean', value: 1 },
{ source: 'Gribier', target: 'Fauchelevent', value: 2 },
{ source: 'Mme.Burgon', target: 'Jondrette', value: 1 },
{ source: 'Jondrette', target: 'Mme.Burgon', value: 2 },
{ source: 'Jondrette', target: 'Valjean', value: 1 },
{ source: 'Gavroche', target: 'Mme.Burgon', value: 2 },
{ source: 'Gavroche', target: 'Thenardier', value: 1 },
{ source: 'Gavroche', target: 'Javert', value: 1 },
{ source: 'Gavroche', target: 'Valjean', value: 2 },
{ source: 'Gillenormand', target: 'Cosette', value: 3 },
{ source: 'Gillenormand', target: 'Valjean', value: 2 },
{ source: 'Magnon', target: 'Gillenormand', value: 1 },
{ source: 'Magnon', target: 'Mme.Thenardier', value: 1 },
{ source: 'Mlle.Gillenormand', target: 'Gillenormand', value: 9 },
{ source: 'Mlle.Gillenormand', target: 'Cosette', value: 2 },
{ source: 'Mlle.Gillenormand', target: 'Valjean', value: 2 },
{ source: 'Mme.Pontmercy', target: 'Mlle.Gillenormand', value: 1 },
{ source: 'Mme.Pontmercy', target: 'Pontmercy', value: 1 },
{ source: 'Mlle.Vaubois', target: 'Mlle.Gillenormand', value: 1 },
{ source: 'Lt.Gillenormand', target: 'Mlle.Gillenormand', value: 2 },
{ source: 'Lt.Gillenormand', target: 'Gillenormand', value: 1 },
{ source: 'Lt.Gillenormand', target: 'Cosette', value: 1 },
{ source: 'Marius', target: 'Mlle.Gillenormand', value: 6 },
{ source: 'Marius', target: 'Gillenormand', value: 12 },
{ source: 'Marius', target: 'Pontmercy', value: 1 },
{ source: 'Marius', target: 'Lt.Gillenormand', value: 1 },
{ source: 'Marius', target: 'Cosette', value: 21 },
{ source: 'Marius', target: 'Valjean', value: 19 },
{ source: 'Marius', target: 'Tholomyes', value: 1 },
{ source: 'Marius', target: 'Thenardier', value: 2 },
{ source: 'Marius', target: 'Eponine', value: 5 },
{ source: 'Marius', target: 'Gavroche', value: 4 },
{ source: 'BaronessT', target: 'Gillenormand', value: 1 },
{ source: 'BaronessT', target: 'Marius', value: 1 },
{ source: 'Mabeuf', target: 'Marius', value: 1 },
{ source: 'Mabeuf', target: 'Eponine', value: 1 },
{ source: 'Mabeuf', target: 'Gavroche', value: 1 },
{ source: 'Enjolras', target: 'Marius', value: 7 },
{ source: 'Enjolras', target: 'Gavroche', value: 7 },
{ source: 'Enjolras', target: 'Javert', value: 6 },
{ source: 'Enjolras', target: 'Mabeuf', value: 1 },
{ source: 'Enjolras', target: 'Valjean', value: 4 },
{ source: 'Combeferre', target: 'Enjolras', value: 15 },
{ source: 'Combeferre', target: 'Marius', value: 5 },
{ source: 'Combeferre', target: 'Gavroche', value: 6 },
{ source: 'Combeferre', target: 'Mabeuf', value: 2 },
{ source: 'Prouvaire', target: 'Gavroche', value: 1 },
{ source: 'Prouvaire', target: 'Enjolras', value: 4 },
{ source: 'Prouvaire', target: 'Combeferre', value: 2 },
{ source: 'Feuilly', target: 'Gavroche', value: 2 },
{ source: 'Feuilly', target: 'Enjolras', value: 6 },
{ source: 'Feuilly', target: 'Prouvaire', value: 2 },
{ source: 'Feuilly', target: 'Combeferre', value: 5 },
{ source: 'Feuilly', target: 'Mabeuf', value: 1 },
{ source: 'Feuilly', target: 'Marius', value: 1 },
{ source: 'Courfeyrac', target: 'Marius', value: 9 },
{ source: 'Courfeyrac', target: 'Enjolras', value: 17 },
{ source: 'Courfeyrac', target: 'Combeferre', value: 13 },
{ source: 'Courfeyrac', target: 'Gavroche', value: 7 },
{ source: 'Courfeyrac', target: 'Mabeuf', value: 2 },
{ source: 'Courfeyrac', target: 'Eponine', value: 1 },
{ source: 'Courfeyrac', target: 'Feuilly', value: 6 },
{ source: 'Courfeyrac', target: 'Prouvaire', value: 3 },
{ source: 'Bahorel', target: 'Combeferre', value: 5 },
{ source: 'Bahorel', target: 'Gavroche', value: 5 },
{ source: 'Bahorel', target: 'Courfeyrac', value: 6 },
{ source: 'Bahorel', target: 'Mabeuf', value: 2 },
{ source: 'Bahorel', target: 'Enjolras', value: 4 },
{ source: 'Bahorel', target: 'Feuilly', value: 3 },
{ source: 'Bahorel', target: 'Prouvaire', value: 2 },
{ source: 'Bahorel', target: 'Marius', value: 1 },
{ source: 'Bossuet', target: 'Marius', value: 5 },
{ source: 'Bossuet', target: 'Courfeyrac', value: 12 },
{ source: 'Bossuet', target: 'Gavroche', value: 5 },
{ source: 'Bossuet', target: 'Bahorel', value: 4 },
{ source: 'Bossuet', target: 'Enjolras', value: 10 },
{ source: 'Bossuet', target: 'Feuilly', value: 6 },
{ source: 'Bossuet', target: 'Prouvaire', value: 2 },
{ source: 'Bossuet', target: 'Combeferre', value: 9 },
{ source: 'Bossuet', target: 'Mabeuf', value: 1 },
{ source: 'Bossuet', target: 'Valjean', value: 1 },
{ source: 'Joly', target: 'Bahorel', value: 5 },
{ source: 'Joly', target: 'Bossuet', value: 7 },
{ source: 'Joly', target: 'Gavroche', value: 3 },
{ source: 'Joly', target: 'Courfeyrac', value: 5 },
{ source: 'Joly', target: 'Enjolras', value: 5 },
{ source: 'Joly', target: 'Feuilly', value: 5 },
{ source: 'Joly', target: 'Prouvaire', value: 2 },
{ source: 'Joly', target: 'Combeferre', value: 5 },
{ source: 'Joly', target: 'Mabeuf', value: 1 },
{ source: 'Joly', target: 'Marius', value: 2 },
{ source: 'Grantaire', target: 'Bossuet', value: 3 },
{ source: 'Grantaire', target: 'Enjolras', value: 3 },
{ source: 'Grantaire', target: 'Combeferre', value: 1 },
{ source: 'Grantaire', target: 'Courfeyrac', value: 2 },
{ source: 'Grantaire', target: 'Joly', value: 2 },
{ source: 'Grantaire', target: 'Gavroche', value: 1 },
{ source: 'Grantaire', target: 'Bahorel', value: 1 },
{ source: 'Grantaire', target: 'Feuilly', value: 1 },
{ source: 'Grantaire', target: 'Prouvaire', value: 1 },
{ source: 'MotherPlutarch', target: 'Mabeuf', value: 3 },
{ source: 'Gueulemer', target: 'Thenardier', value: 5 },
{ source: 'Gueulemer', target: 'Valjean', value: 1 },
{ source: 'Gueulemer', target: 'Mme.Thenardier', value: 1 },
{ source: 'Gueulemer', target: 'Javert', value: 1 },
{ source: 'Gueulemer', target: 'Gavroche', value: 1 },
{ source: 'Gueulemer', target: 'Eponine', value: 1 },
{ source: 'Babet', target: 'Thenardier', value: 6 },
{ source: 'Babet', target: 'Gueulemer', value: 6 },
{ source: 'Babet', target: 'Valjean', value: 1 },
{ source: 'Babet', target: 'Mme.Thenardier', value: 1 },
{ source: 'Babet', target: 'Javert', value: 2 },
{ source: 'Babet', target: 'Gavroche', value: 1 },
{ source: 'Babet', target: 'Eponine', value: 1 },
{ source: 'Claquesous', target: 'Thenardier', value: 4 },
{ source: 'Claquesous', target: 'Babet', value: 4 },
{ source: 'Claquesous', target: 'Gueulemer', value: 4 },
{ source: 'Claquesous', target: 'Valjean', value: 1 },
{ source: 'Claquesous', target: 'Mme.Thenardier', value: 1 },
{ source: 'Claquesous', target: 'Javert', value: 1 },
{ source: 'Claquesous', target: 'Eponine', value: 1 },
{ source: 'Claquesous', target: 'Enjolras', value: 1 },
{ source: 'Montparnasse', target: 'Javert', value: 1 },
{ source: 'Montparnasse', target: 'Babet', value: 2 },
{ source: 'Montparnasse', target: 'Gueulemer', value: 2 },
{ source: 'Montparnasse', target: 'Claquesous', value: 2 },
{ source: 'Montparnasse', target: 'Valjean', value: 1 },
{ source: 'Montparnasse', target: 'Gavroche', value: 1 },
{ source: 'Montparnasse', target: 'Eponine', value: 1 },
{ source: 'Montparnasse', target: 'Thenardier', value: 1 },
{ source: 'Toussaint', target: 'Cosette', value: 2 },
{ source: 'Toussaint', target: 'Javert', value: 1 },
{ source: 'Toussaint', target: 'Valjean', value: 1 },
{ source: 'Child1', target: 'Gavroche', value: 2 },
{ source: 'Child2', target: 'Gavroche', value: 2 },
{ source: 'Child2', target: 'Child1', value: 3 },
{ source: 'Brujon', target: 'Babet', value: 3 },
{ source: 'Brujon', target: 'Gueulemer', value: 3 },
{ source: 'Brujon', target: 'Thenardier', value: 3 },
{ source: 'Brujon', target: 'Gavroche', value: 1 },
{ source: 'Brujon', target: 'Eponine', value: 1 },
{ source: 'Brujon', target: 'Claquesous', value: 1 },
{ source: 'Brujon', target: 'Montparnasse', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Bossuet', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Joly', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Grantaire', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Bahorel', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Courfeyrac', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Gavroche', value: 1 },
{ source: 'Mme.Hucheloup', target: 'Enjolras', value: 1 },
],
},
autoFit: 'view',
layout: {
type: 'force-atlas2',
preventOverlap: true,
kr: 20,
center: [250, 250],
ks: 0.1,
ksmax: 10,
tao: 0.1,
mode: 'normal',
},
behaviors: ['zoom-canvas', 'drag-canvas', 'drag-element'],
autoResize: true,
zoomRange: [0.1, 5],
},
{ width: 600, height: 400 },
(gui, graph) => {
const options = {
type: 'force-atlas2',
preventOverlap: true,
kr: 20,
ks: 0.1,
ksmax: 10,
tao: 0.1,
mode: 'normal',
kg: 1,
barnesHut: false,
dissuadeHubs: false,
prune: false,
};
const optionFolder = gui.addFolder('ForceAtlas2 Layout Options');
optionFolder.add(options, 'type').disable(true);
optionFolder.add(options, 'preventOverlap');
optionFolder.add(options, 'kr', 1, 100, 1);
optionFolder.add(options, 'ks', 0.01, 1, 0.01);
optionFolder.add(options, 'ksmax', 1, 20, 1);
optionFolder.add(options, 'tao', 0.01, 1, 0.01);
optionFolder.add(options, 'kg', 0, 10, 0.1);
optionFolder.add(options, 'barnesHut');
optionFolder.add(options, 'dissuadeHubs');
optionFolder.add(options, 'prune');
optionFolder.add(options, 'mode', ['normal', 'linlog']);
optionFolder.onChange(async ({ property, value }) => {
graph.setLayout(
Object.assign({}, graph.getLayout(), {
[property]: value,
}),
);
await graph.layout();
});
},
);

Basic Usage

const graph = new Graph({
layout: {
type: 'force-atlas2',
preventOverlap: true,
kr: 20,
center: [250, 250],
},
});

Options

PropertyDescriptionTypeDefaultRequired
typeLayout type, must be force-atlas2force-atlas2-✓
barnesHutWhether to enable quadtree acceleration. When enabled, improves performance for large graphs but may affect layout quality. By default, enabled if node count > 250.boolean-
dissuadeHubsWhether to enable hub mode. If true, nodes with higher in-degree are more likely to be placed at the center than those with high out-degreebooleanfalse
heightLayout height. Defaults to container heightnumber-
kgGravity coefficient. The larger the value, the more concentrated the layout is at the centernumber1
krRepulsion coefficient. Adjusts the compactness of the layout. The larger the value, the looser the layoutnumber5
ksControls the speed of node movement during iterationnumber0.1
ksmaxMaximum node movement speed during iterationnumber10
modeClustering mode. In linlog mode, clusters are more compactnormal | linlognormal
nodeSizeNode size (diameter). Used for repulsion calculation when preventOverlap is enabled. If not set, uses data.size in node dataSize | ((node?: Node) => Size)-
onTickCallback for each iteration(data: LayoutMapping) => void-
preventOverlapWhether to prevent node overlap. When enabled, layout considers node size to avoid overlap. Node size is specified by nodeSize or data.size in node databooleanfalse
pruneWhether to enable auto-pruning. By default, enabled if node count > 100. Pruning speeds up convergence but may reduce layout quality. Set to false to disable auto-activationboolean-
taoTolerance for stopping oscillation when layout is near convergencenumber0.1
widthLayout width. Defaults to container widthnumber-
centerLayout center, format [x, y]. Each node is attracted to this point, gravity controlled by kg. If not set, uses canvas center[number, number]-

Code Example

Basic Usage

import { Graph } from '@antv/g6';
const graph = new Graph({
layout: {
type: 'force-atlas2',
preventOverlap: true,
kr: 20,
},
autoFit: 'view',
data: {
nodes: [
{ id: 'node1' },
{ id: 'node2' },
{ id: 'node3' },
{ id: 'node4' },
{ id: 'node5' },
{ id: 'node6' },
{ id: 'node7' },
{ id: 'node8' },
{ id: 'node9' },
{ id: 'node10' },
{ id: 'node11' },
{ id: 'node12' },
{ id: 'node13' },
{ id: 'node14' },
{ id: 'node15' },
],
edges: [
{ source: 'node1', target: 'node2' },
{ source: 'node2', target: 'node3' },
{ source: 'node3', target: 'node4' },
{ source: 'node4', target: 'node5' },
{ source: 'node5', target: 'node6' },
{ source: 'node6', target: 'node7' },
{ source: 'node7', target: 'node8' },
{ source: 'node8', target: 'node9' },
{ source: 'node9', target: 'node10' },
{ source: 'node10', target: 'node11' },
{ source: 'node11', target: 'node12' },
{ source: 'node12', target: 'node13' },
{ source: 'node13', target: 'node14' },
{ source: 'node14', target: 'node15' },
{ source: 'node15', target: 'node1' },
{ source: 'node1', target: 'node8' },
{ source: 'node2', target: 'node9' },
{ source: 'node3', target: 'node10' },
{ source: 'node4', target: 'node11' },
{ source: 'node5', target: 'node12' },
{ source: 'node6', target: 'node13' },
{ source: 'node7', target: 'node14' },
],
},
behaviors: ['drag-canvas', 'zoom-canvas', 'drag-element'],
});

Result:

createGraph(
{
layout: {
type: 'force-atlas2',
preventOverlap: true,
kr: 20,
},
data: {
nodes: [
{ id: 'node1' },
{ id: 'node2' },
{ id: 'node3' },
{ id: 'node4' },
{ id: 'node5' },
{ id: 'node6' },
{ id: 'node7' },
{ id: 'node8' },
{ id: 'node9' },
{ id: 'node10' },
{ id: 'node11' },
{ id: 'node12' },
{ id: 'node13' },
{ id: 'node14' },
{ id: 'node15' },
],
edges: [
{ source: 'node1', target: 'node2' },
{ source: 'node2', target: 'node3' },
{ source: 'node3', target: 'node4' },
{ source: 'node4', target: 'node5' },
{ source: 'node5', target: 'node6' },
{ source: 'node6', target: 'node7' },
{ source: 'node7', target: 'node8' },
{ source: 'node8', target: 'node9' },
{ source: 'node9', target: 'node10' },
{ source: 'node10', target: 'node11' },
{ source: 'node11', target: 'node12' },
{ source: 'node12', target: 'node13' },
{ source: 'node13', target: 'node14' },
{ source: 'node14', target: 'node15' },
{ source: 'node15', target: 'node1' },
{ source: 'node1', target: 'node8' },
{ source: 'node2', target: 'node9' },
{ source: 'node3', target: 'node10' },
{ source: 'node4', target: 'node11' },
{ source: 'node5', target: 'node12' },
{ source: 'node6', target: 'node13' },
{ source: 'node7', target: 'node14' },
],
},
behaviors: ['drag-canvas', 'zoom-canvas', 'drag-element'],
},
{ width: 400, height: 300 },
);

Real Example

  • ForceAtlas2 Layout