d3 co-occurence matrix

data.json

{"nodes": [{"group": "humanas", "index": 0, "name": "ADMINISTRAÇÃO"},
 {"group": "humanas", "index": 1, "name": "ANTROPOLOGIA"},
 {"group": "humanas", "index": 2, "name": "ARQUEOLOGIA"},
 {"group": "biologicas", "index": 3, "name": "BIOLOGIA ANIMAL"},
 {"group": "saude", "index": 4, "name": "BIOLOGIA APLICADA À SAÚDE"},
 {"group": "biologicas", "index": 5, "name": "BIOLOGIA VEGETAL"},
 {"group": "biologicas", "index": 6, "name": "BIOQUÍMICA E FISIOLOGIA"},
 {"group": "exatas", "index": 7, "name": "BIOTECNOLOGIA INDUSTRIAL"},
 {"group": "saude", "index": 8, "name": "CIRURGIA"},
 {"group": "exatas", "index": 9, "name": "CIÊNCIA DA COMPUTAÇÃO"},
 {"group": "exatas", "index": 10, "name": "CIÊNCIA DA INFORMAÇÃO"},
 {"group": "humanas", "index": 11, "name": "CIÊNCIA POLÍTICA"},
 {"group": "biologicas", "index": 12, "name": "CIÊNCIAS BIOLÓGICAS"},
 {"group": "humanas", "index": 13, "name": "CIÊNCIAS CONTÁBEIS"},
 {"group": "saude", "index": 14, "name": "CIÊNCIAS DA SAÚDE"},
 {"group": "biologicas", "index": 15, "name": "CIÊNCIAS FARMACÊUTICAS"},
 {"group": "exatas",
  "index": 16,
  "name": "CIÊNCIAS GEODÉSICAS E TECNOLOGIAS DA GEOINFORMAÇÃO"},
 {"group": "humanas", "index": 17, "name": "COMUNICAÇÃO"},
 {"group": "humanas", "index": 18, "name": "DESENVOLVIMENTO E MEIO AMBIENTE"},
 {"group": "humanas", "index": 19, "name": "DESENVOLVIMENTO URBANO"},
 {"group": "humanas", "index": 20, "name": "DESIGN"},
 {"group": "humanas", "index": 21, "name": "DIREITO"},
 {"group": "humanas", "index": 22, "name": "DIREITOS HUMANOS"},
 {"group": "humanas", "index": 23, "name": "ECONOMIA"},
 {"group": "humanas", "index": 24, "name": "ECONOMIA / CAA"},
 {"group": "educacao", "index": 25, "name": "EDUCAÇÃO"},
 {"group": "educacao", "index": 26, "name": "EDUCAÇÃO CONTEMPORÂNEA / CAA"},
 {"group": "educacao",
  "index": 27,
  "name": "EDUCAÇÃO MATEMÁTICA E TECNOLÓGICAS"},
 {"group": "saude", "index": 28, "name": "ENFERMAGEM"},
 {"group": "exatas", "index": 29, "name": "ENGENHARIA BIOMÉDICA"},
 {"group": "exatas", "index": 30, "name": "ENGENHARIA CIVIL"},
 {"group": "exatas", "index": 31, "name": "ENGENHARIA CIVIL E AMBIENTAL"},
 {"group": "exatas", "index": 32, "name": "ENGENHARIA DE PRODUÇÃO"},
 {"group": "exatas", "index": 33, "name": "ENGENHARIA DE PRODUÇÃO / CAA"},
 {"group": "exatas", "index": 34, "name": "ENGENHARIA ELÉTRICA"},
 {"group": "exatas", "index": 35, "name": "ENGENHARIA MECÂNICA"},
 {"group": "exatas", "index": 36, "name": "ENGENHARIA MINERAL"},
 {"group": "exatas", "index": 37, "name": "ENGENHARIA QUÍMICA"},
 {"group": "humanas", "index": 38, "name": "ERGONOMIA"},
 {"group": "exatas", "index": 39, "name": "ESTATÍSTICA"},
 {"group": "humanas", "index": 40, "name": "FILOSOFIA"},
 {"group": "saude", "index": 41, "name": "FISIOTERAPIA"},
 {"group": "exatas", "index": 42, "name": "FÍSICA"},
 {"group": "humanas", "index": 43, "name": "GENÉTICA"},
 {"group": "exatas", "index": 44, "name": "GEOCIÊNCIAS"},
 {"group": "humanas", "index": 45, "name": "GEOGRAFIA"},
 {"group": "humanas", "index": 46, "name": "GERONTOLOGIA"},
 {"group": "saude", "index": 47, "name": "GESTÃO E ECONOMIA DA SAÚDE"},
 {"group": "humanas",
  "index": 48,
  "name": "GESTÃO PÚBLICA PARA O DESENVOLVIMENTO DO NORDESTE"},
 {"group": "humanas", "index": 49, "name": "HISTÓRIA"},
 {"group": "saude", "index": 50, "name": "INOVAÇÃO TERAPÊUTICA"},
 {"group": "linguagem", "index": 51, "name": "LETRAS (PROFLETRAS)"},
 {"group": "linguagem", "index": 52, "name": "LINGUÍSTICA"},
 {"group": "exatas", "index": 53, "name": "MATEMÁTICA"},
 {"group": "exatas", "index": 54, "name": "MATERIAIS"},
 {"group": "saude", "index": 55, "name": "MEDICINA TROPICAL"},
 {"group": "humanas",
  "index": 56,
  "name": "NEUROPSIQUIATRIA E CIÊNCIA DO COMPORTAMENTO"},
 {"group": "saude", "index": 57, "name": "NUTRIÇÃO"},
 {"group": "saude",
  "index": 58,
  "name": "NUTRIÇÃO, ATIVIDADE FÍSICA E PLASTICIDADE FENOTÍPICA"},
 {"group": "exatas", "index": 59, "name": "OCEANOGRAFIA"},
 {"group": "saude", "index": 60, "name": "ODONTOLOGIA"},
 {"group": "saude", "index": 61, "name": "PATOLOGIA"},
 {"group": "humanas", "index": 62, "name": "POLÍTICAS PÚBLICAS"},
 {"group": "humanas", "index": 63, "name": "PSICOLOGIA"},
 {"group": "linguagem", "index": 64, "name": "PSICOLOGIA COGNITIVA"},
 {"group": "exatas", "index": 65, "name": "QUÍMICA"},
 {"group": "saude", "index": 66, "name": "SAÚDE COLETIVA"},
 {"group": "saude", "index": 67, "name": "SAÚDE DA COMUNICAÇÃO HUMANA"},
 {"group": "humanas",
  "index": 68,
  "name": "SAÚDE DA CRIANÇA E DO ADOLESCENTE"},
 {"group": "saude", "index": 69, "name": "SAÚDE HUMANA E MEIO AMBIENTE"},
 {"group": "humanas", "index": 70, "name": "SERVIÇO SOCIAL"},
 {"group": "humanas", "index": 71, "name": "SOCIOLOGIA"},
 {"group": "exatas",
  "index": 72,
  "name": "TECNOLOGIAS ENERGÉTICAS E NUCLEARES"},
 {"group": "linguagem", "index": 73, "name": "TEORIA DA LITERATURA"}]

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index.html

<!DOCTYPE html>
<html>
   <head>
     <title>Co-ocurrence matrix</title>
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        h1 {
            font-family: 'Sintony', sans-serif;
            font-weight: 700;
            line-height: 51px;
            font-size: 46px;
            text-transform: uppercase;
            margin: 0 0 23px 0;
            }

      </style>
   </head>
   <body>
      <div class="container">
         <graph></graph>

         <aside >
           <p>Ordem: <select id="order">
             <option value="name">Alfabética</option>
             <option value="count">por Frequência</option>
             <option value="group">por Área</option>
           </select>
         </aside>

         <script>
         var margin = {
          top: 285,
          right: 0,
          bottom: 0,
          left: 285
          },
          width = 700,
          height = 700;

        var svg = d3.select("graph").append("svg")
            .attr("width", width + margin.left + margin.right)
            .attr("height", height + margin.top + margin.bottom)
            .append("g")
            .attr("transform", "translate(" + margin.left + "," + margin.top + ")");

        svg.append("rect")
            .attr("class", "background")
            .attr("width", width)
            .attr("height", height);



        d3.json("data.json", function(data) {
            var matrix = [];
            var nodes = data.nodes;
            var total_items = nodes.length;

            var matrixScale = d3.scaleBand().range([0, width]).domain(d3.range(total_items));
            var opacityScale = d3.scaleLinear().domain([0, 10]).range([0.3, 1.0]).clamp(true);
            var colorScale = d3.scaleOrdinal(d3.schemeCategory20);

            // Create rows for the matrix
            nodes.forEach(function(node) {
                node.count = 0;
                node.group = groupToInt(node.group);
                matrix[node.index] = d3.range(total_items).map(item_index => {
                    return {
                        x: item_index,
                        y: node.index,
                        z: 0
                    };
                });
            });

            // Fill matrix with data from links and count how many times each item appears
            data.links.forEach(function(link) {
                matrix[link.source][link.target].z += link.value;
                matrix[link.target][link.source].z += link.value;
                nodes[link.source].count += link.value;
                nodes[link.target].count += link.value;
            });

            // Draw each row (translating the y coordinate)
            var rows = svg.selectAll(".row")
                .data(matrix)
                .enter().append("g")
                .attr("class", "row")
                .attr("transform", (d, i) => {
                    return "translate(0," + matrixScale(i) + ")";
                });

            var squares = rows.selectAll(".cell")
                .data(d => d.filter(item => item.z > 0))
                .enter().append("rect")
                .attr("class", "cell")
                .attr("x", d => matrixScale(d.x))
                .attr("width", matrixScale.bandwidth())
                .attr("height", matrixScale.bandwidth())
                .style("fill-opacity", d => opacityScale(d.z)).style("fill", d => {
                    return nodes[d.x].group == nodes[d.y].group ? colorScale(nodes[d.x].group) : "grey";
                })
                .on("mouseover", mouseover)
                .on("mouseout", mouseout);

            var columns = svg.selectAll(".column")
                .data(matrix)
                .enter().append("g")
                .attr("class", "column")
                .attr("transform", (d, i) => {
                    return "translate(" + matrixScale(i) + ")rotate(-90)";
                });

            rows.append("text")
                .attr("class", "label")
                .attr("x", -5)
                .attr("y", matrixScale.bandwidth() / 2)
                .attr("dy", ".32em")
                .attr("text-anchor", "end")
                .text((d, i) => capitalize_Words(nodes[i].name));

            columns.append("text")
                .attr("class", "label")
                .attr("y", 100)
                .attr("y", matrixScale.bandwidth() / 2)
                .attr("dy", ".32em")
                .attr("text-anchor", "start")
                .text((d, i) => capitalize_Words(nodes[i].name));

            // Precompute the orders.
            var orders = {
                name: d3.range(total_items).sort((a, b) => {
                    return d3.ascending(nodes[a].name, nodes[b].name);
                }),
                count: d3.range(total_items).sort((a, b) => {
                    return nodes[b].count - nodes[a].count;
                }),
                group: d3.range(total_items).sort((a, b) => {
                    return nodes[b].group - nodes[a].group;
                })
            };

            d3.select("#order").on("change", function() {
                changeOrder(this.value);
            });

            function changeOrder(value) {
                matrixScale.domain(orders[value]);
                var t = svg.transition().duration(2000);

                t.selectAll(".row")
                    .delay((d, i) => matrixScale(i) * 4)
                    .attr("transform", function(d, i) {
                        return "translate(0," + matrixScale(i) + ")";
                    })
                    .selectAll(".cell")
                    .delay(d => matrixScale(d.x) * 4)
                    .attr("x", d => matrixScale(d.x));

                t.selectAll(".column")
                    .delay((d, i) => matrixScale(i) * 4)
                    .attr("transform", (d, i) => "translate(" + matrixScale(i) + ")rotate(-90)");
            }

            rows.append("line")
                .attr("x2", width);

            columns.append("line")
                .attr("x1", -width);

            var tooltip = d3.select("body")
                .append("div")
                .attr("class", "tooltip")
                .style("opacity", 0);

            function mouseover(p) {
                d3.selectAll(".row text").classed("active", (d, i) => {
                    return i == p.y;
                });
                d3.selectAll(".column text").classed("active", (d, i) => {
                    return i == p.x;
                });
                tooltip.transition().duration(200).style("opacity", .9);
                tooltip.html(capitalize_Words(nodes[p.y].name) + " [" + intToGroup(nodes[p.y].group) + "]</br>" +
                        capitalize_Words(nodes[p.x].name) + " [" + intToGroup(nodes[p.x].group) + "]</br>" +
                        p.z + " trabalhos relacionados")
                    .style("left", (d3.event.pageX + 30) + "px")
                    .style("top", (d3.event.pageY - 50) + "px");

            }

            function mouseout() {
                d3.selectAll("text").classed("active", false);
                tooltip.transition().duration(500).style("opacity", 0);
            }
        });
            
        /* utils */ 
            
          var groupToInt = function(area) {
          if(area == "exatas"){
              return 1;
          }else if (area == "educacao"){
              return 2;
          }else if (area == "humanas"){
              return 3;
          }else if (area == "biologicas"){
              return 4;
          }else if (area == "linguagem"){
              return 5;
          }else if (area == "saude"){
              return 6;
          }
      };

      var intToGroup = function(area) {
          if(area == 1){
              return "exatas";
          }else if (area == 2){
              return "educacao";
          }else if (area == 3){
              return "humanas";
          }else if (area == 4){
              return "biologicas";
          }else if (area == 5){
              return "linguagem";
          }else if (area == 6){
              return "saude";
          }
      };

      function capitalize_Words(str){
        return str.replace(/\w\S*/g, function(txt){return txt.charAt(0).toUpperCase() + txt.substr(1).toLowerCase();});
      }

        </script>
      </div>
   </body>
</html>