That visualization is a remake of the well-known force-directed graph created by Mike Bostock showing character co-occurrence in Les Misérables. This visualization shows how it is possible to organize a graph into an hexagonal structure. This kind of structure is particularly interesting with high-connected networks that appear as spaghetti nebula. The meaning of the link decreases, while the position is more relevant. Space employed is less applying a gravity force to all nodes through charge, while nodes' distance is preserved by using collision. That allows to avoid any kind of overlapping among nodes and makes the distances among nodes uniform. That uniformity might be successively exploited by situating between nodes, for instance, keywords that help to characterize the space that usually is not employed. This application is used within my PhD thesis Affinity Map.
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Hexagonal force-directed graph
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| license: gpl-3.0 | |
| height: 500 | |
| border: no |
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| <!DOCTYPE html> | |
| <meta charset='utf-8'> | |
| <style> | |
| line { stroke: #999; } | |
| circle { stroke: #fff; stroke-width: 1.5px; } | |
| </style> | |
| <svg width='960' height='500'></svg> | |
| <script src='https://d3js.org/d3.v4.min.js'></script> | |
| <script> | |
| var svg = d3.select('svg'), | |
| width = +svg.attr('width'), | |
| height = +svg.attr('height') | |
| var color = d3.scaleOrdinal(d3.schemeCategory20) | |
| var simulation = d3.forceSimulation() | |
| .force('link', d3.forceLink().id(d => d.id)) | |
| .force('charge', d3.forceManyBody().strength(100)) // Gravity force | |
| .force('collide', d3.forceCollide().radius(25).iterations(3)) // Repulsion force | |
| .force('center', d3.forceCenter(width / 2, height / 2)) // Position force | |
| d3.json('miserables.json', function(error, graph) { | |
| if (error) throw error | |
| var link = svg.append('g') | |
| .selectAll('line') | |
| .data(graph.links) | |
| .enter().append('line') | |
| .attr( 'stroke-width', d => d.value * .08 ) | |
| var node = svg.append('g') | |
| .selectAll('circle') | |
| .data(graph.nodes) | |
| .enter().append('circle') | |
| .attr('r', 5) | |
| .attr( 'fill', d => color(d.group) ) | |
| .call(d3.drag() | |
| .on('start', dragstarted) | |
| .on('drag', dragged) | |
| .on('end', dragended)) | |
| simulation | |
| .nodes(graph.nodes) | |
| .on('tick', ticked) | |
| simulation.force('link') | |
| .links(graph.links) | |
| function ticked() { | |
| link | |
| .attr( 'x1', d => d.source.x ) | |
| .attr( 'y1', d => d.source.y ) | |
| .attr( 'x2', d => d.target.x ) | |
| .attr( 'y2', d => d.target.y ) | |
| node | |
| .attr( 'cx', d => d.x ) | |
| .attr( 'cy', d => d.y ) | |
| } | |
| }) | |
| function dragstarted(d) { | |
| if (!d3.event.active) simulation.alphaTarget(0.1).restart() | |
| d.fx = d.x | |
| d.fy = d.y | |
| } | |
| function dragged(d) { | |
| d.fx = d3.event.x | |
| d.fy = d3.event.y | |
| } | |
| function dragended(d) { | |
| if (!d3.event.active) simulation.alphaTarget(0) | |
| d.fx = null | |
| d.fy = null | |
| } | |
| </script> |
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| { | |
| "nodes": [ | |
| {"id": "Myriel", "group": 1}, | |
| {"id": "Napoleon", "group": 1}, | |
| {"id": "Mlle.Baptistine", "group": 1}, | |
| {"id": "Mme.Magloire", "group": 1}, | |
| {"id": "CountessdeLo", "group": 1}, | |
| {"id": "Geborand", "group": 1}, | |
| {"id": "Champtercier", "group": 1}, | |
| {"id": "Cravatte", "group": 1}, | |
| {"id": "Count", "group": 1}, | |
| {"id": "OldMan", "group": 1}, | |
| {"id": "Labarre", "group": 2}, | |
| {"id": "Valjean", "group": 2}, | |
| {"id": "Marguerite", "group": 3}, | |
| {"id": "Mme.deR", "group": 2}, | |
| {"id": "Isabeau", "group": 2}, | |
| {"id": "Gervais", "group": 2}, | |
| {"id": "Tholomyes", "group": 3}, | |
| {"id": "Listolier", "group": 3}, | |
| {"id": "Fameuil", "group": 3}, | |
| {"id": "Blacheville", "group": 3}, | |
| {"id": "Favourite", "group": 3}, | |
| {"id": "Dahlia", "group": 3}, | |
| {"id": "Zephine", "group": 3}, | |
| {"id": "Fantine", "group": 3}, | |
| {"id": "Mme.Thenardier", "group": 4}, | |
| {"id": "Thenardier", "group": 4}, | |
| {"id": "Cosette", "group": 5}, | |
| {"id": "Javert", "group": 4}, | |
| {"id": "Fauchelevent", "group": 0}, | |
| {"id": "Bamatabois", "group": 2}, | |
| {"id": "Perpetue", "group": 3}, | |
| {"id": "Simplice", "group": 2}, | |
| {"id": "Scaufflaire", "group": 2}, | |
| {"id": "Woman1", "group": 2}, | |
| {"id": "Judge", "group": 2}, | |
| {"id": "Champmathieu", "group": 2}, | |
| {"id": "Brevet", "group": 2}, | |
| {"id": "Chenildieu", "group": 2}, | |
| {"id": "Cochepaille", "group": 2}, | |
| {"id": "Pontmercy", "group": 4}, | |
| {"id": "Boulatruelle", "group": 6}, | |
| {"id": "Eponine", "group": 4}, | |
| {"id": "Anzelma", "group": 4}, | |
| {"id": "Woman2", "group": 5}, | |
| {"id": "MotherInnocent", "group": 0}, | |
| {"id": "Gribier", "group": 0}, | |
| {"id": "Jondrette", "group": 7}, | |
| {"id": "Mme.Burgon", "group": 7}, | |
| {"id": "Gavroche", "group": 8}, | |
| {"id": "Gillenormand", "group": 5}, | |
| {"id": "Magnon", "group": 5}, | |
| {"id": "Mlle.Gillenormand", "group": 5}, | |
| {"id": "Mme.Pontmercy", "group": 5}, | |
| {"id": "Mlle.Vaubois", "group": 5}, | |
| {"id": "Lt.Gillenormand", "group": 5}, | |
| {"id": "Marius", "group": 8}, | |
| {"id": "BaronessT", "group": 5}, | |
| {"id": "Mabeuf", "group": 8}, | |
| {"id": "Enjolras", "group": 8}, | |
| {"id": "Combeferre", "group": 8}, | |
| {"id": "Prouvaire", "group": 8}, | |
| {"id": "Feuilly", "group": 8}, | |
| {"id": "Courfeyrac", "group": 8}, | |
| {"id": "Bahorel", "group": 8}, | |
| {"id": "Bossuet", "group": 8}, | |
| {"id": "Joly", "group": 8}, | |
| {"id": "Grantaire", "group": 8}, | |
| {"id": "MotherPlutarch", "group": 9}, | |
| {"id": "Gueulemer", "group": 4}, | |
| {"id": "Babet", "group": 4}, | |
| {"id": "Claquesous", "group": 4}, | |
| {"id": "Montparnasse", "group": 4}, | |
| {"id": "Toussaint", "group": 5}, | |
| {"id": "Child1", "group": 10}, | |
| {"id": "Child2", "group": 10}, | |
| {"id": "Brujon", "group": 4}, | |
| {"id": "Mme.Hucheloup", "group": 8} | |
| ], | |
| "links": [ | |
| {"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": 2}, | |
| {"source": "Eponine", "target": "Thenardier", "value": 3}, | |
| {"source": "Anzelma", "target": "Eponine", "value": 2}, | |
| {"source": "Anzelma", "target": "Thenardier", "value": 2}, | |
| {"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": "Gavroche", "target": "Mme.Burgon", "value": 2}, | |
| {"source": "Gavroche", "target": "Thenardier", "value": 1}, | |
| {"source": "Gavroche", "target": "Javert", "value": 1}, | |
| {"source": "Gavroche", "target": "Valjean", "value": 1}, | |
| {"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} | |
| ] | |
| } |
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I am not really sure there is a technique to favor the computational charge. I have to admit that in my experience networks are doing great for rather small datasets. This pushed me to explore vector reduction as an alternative to network algorithms. The uselessness of drawing unreadable, overlapping links was also a good point to move in that direction. You can take a look at this ongoing project which is based on UMAP arrangement https://rodighiero.github.io/SPT2021/.