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East and North Africa","resource":"Wheat","year":"2015","value":"19.152","weight":"40.012","embodiedLand":"","embodiedWater":""},{"eid":"e11585","source":"834","sourceSimName":"TZA","sourceRegion":"Tanzania","sourceName":"Sub-Saharan Africa","target":"690","targetSimName":"SYC","targetName":"Seychelles","targetRegion":"Sub-Saharan Africa","resource":"Wheat","year":"2015","value":"","weight":"","embodiedLand":"","embodiedWater":""},{"eid":"e11586","source":"834","sourceSimName":"TZA","sourceRegion":"Tanzania","sourceName":"Sub-Saharan Africa","target":"887","targetSimName":"YEM","targetName":"Yemen","targetRegion":"Middle East and North Africa","resource":"Maize","year":"2015","value":"2.563","weight":"14.38","embodiedLand":"9.575","embodiedWater":"9.707"},{"eid":"e11587","source":"834","sourceSimName":"TZA","sourceRegion":"Tanzania","sourceName":"Sub-Saharan Africa","target":"56","targetSimName":"BEL","targetName":"Belgium","targetRegion":"Europe","resource":"Rice","year":"2016","value":"0.496","weight":"0.051","embodiedLand":"","embodiedWater":""},{"eid":"e11588","source":"834","sourceSimName":"TZA","sourceRegion":"Tanzania","sourceName":"Sub-Saharan Africa","target":"100","targetSimName":"BGR","targetName":"Bulgaria","targetRegion":"Europe","resource":"Wheat","year":"2016","value":"44.863","weight":"500","embodiedLand":"","embodiedWater":""},{"eid":"e11589","source":"834","sourceSimName":"TZA","sourceRegion":"Tanzania","sourceName":"Sub-Saharan Africa","target":"251","targetSimName":"FRA","targetName":"France","targetRegion":"Europe","resource":"Barley","year":"2016","value":"4.13198458","weight":"5.40716181","embodiedLand":"","embodiedWater":""},{"eid":"e11591","source":"837","sourceSimName":"","sourceRegion":"Bunkers","sourceName":"Other","target":"686","targetSimName":"SEN","targetName":"Senegal","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2015","value":"","weight":"","embodiedLand":"","embodiedWater":""},{"eid":"e11597","source":"838","sourceSimName":"","sourceRegion":"Free Zones","sourceName":"Other","target":"76","targetSimName":"BRA","targetName":"Brazil","targetRegion":"South America","resource":"Maize","year":"2016","value":"6.009","weight":"0.2","embodiedLand":"","embodiedWater":""},{"eid":"e11798","source":"842","sourceSimName":"USA","sourceRegion":"United States","sourceName":"North America","target":"654","targetSimName":"SHN","targetName":"Saint Helena","targetRegion":"Sub-Saharan Africa","resource":"Oats","year":"2015","value":"6.137","weight":"1.878","embodiedLand":"0.36","embodiedWater":""},{"eid":"e11799","source":"842","sourceSimName":"USA","sourceRegion":"United States","sourceName":"North America","target":"678","targetSimName":"STP","targetName":"Sao Tome and Principe","targetRegion":"Sub-Saharan Africa","resource":"Millet","year":"2015","value":"9.639","weight":"19.875","embodiedLand":"11.311","embodiedWater":"1.848"},{"eid":"e11800","source":"842","sourceSimName":"USA","sourceRegion":"United States","sourceName":"North America","target":"748","targetSimName":"SWZ","targetName":"Swaziland","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2015","value":"14.64","weight":"20.752","embodiedLand":"2.723","embodiedWater":"10.999"},{"eid":"e11801","source":"842","sourceSimName":"USA","sourceRegion":"United States","sourceName":"North America","target":"860","targetSimName":"UZB","targetName":"Uzbekistan","targetRegion":"Central and Northern Asia","resource":"Maize","year":"2015","value":"72.797","weight":"82.805","embodiedLand":"8.475","embodiedWater":"106.818"},{"eid":"e11802","source":"842","sourceSimName":"USA","sourceRegion":"United States","sourceName":"North America","target":"426","targetSimName":"LSO","targetName":"Lesotho","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2016","value":"752.606","weight":"2216.03","embodiedLand":"","embodiedWater":""},{"eid":"e11824","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"100","targetSimName":"BGR","targetName":"Bulgaria","targetRegion":"Europe","resource":"Wheat","year":"2015","value":"19.785","weight":"69","embodiedLand":"0.615","embodiedWater":"8.901"},{"eid":"e11825","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"381","targetSimName":"ITA","targetName":"Italy","targetRegion":"Europe","resource":"Other cereals","year":"2015","value":"43.6395248","weight":"25.096","embodiedLand":"","embodiedWater":""},{"eid":"e11826","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"430","targetSimName":"LBR","targetName":"Liberia","targetRegion":"Sub-Saharan Africa","resource":"Rice","year":"2015","value":"429.663","weight":"250","embodiedLand":"111.522","embodiedWater":"2267.75"},{"eid":"e11827","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"528","targetSimName":"NLD","targetName":"Netherlands","targetRegion":"Europe","resource":"Maize","year":"2015","value":"0.004","weight":"0.022","embodiedLand":"","embodiedWater":""},{"eid":"e11828","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"694","targetSimName":"SLE","targetName":"Sierra Leone","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2015","value":"109.987","weight":"30","embodiedLand":"16.331","embodiedWater":"27.69"},{"eid":"e11829","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"826","targetSimName":"GBR","targetName":"United Kingdom","targetRegion":"Europe","resource":"Rice","year":"2015","value":"3.487","weight":"2.5","embodiedLand":"1.554","embodiedWater":"30.817"},{"eid":"e11830","source":"854","sourceSimName":"BFA","sourceRegion":"Burkina Faso","sourceName":"Sub-Saharan Africa","target":"231","targetSimName":"ETH","targetName":"Ethiopia","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2016","value":"0.02","weight":"0.025","embodiedLand":"","embodiedWater":""},{"eid":"e11951","source":"858","sourceSimName":"URY","sourceRegion":"Uruguay","sourceName":"South America","target":"50","targetSimName":"BGD","targetName":"Bangladesh","targetRegion":"South Asia","resource":"Wheat","year":"2015","value":"18298.88","weight":"67086.608","embodiedLand":"","embodiedWater":""},{"eid":"e11952","source":"858","sourceSimName":"URY","sourceRegion":"Uruguay","sourceName":"South America","target":"450","targetSimName":"MDG","targetName":"Madagascar","targetRegion":"Sub-Saharan Africa","resource":"Wheat","year":"2015","value":"12.537","weight":"27.011","embodiedLand":"11.171","embodiedWater":"16.396"},{"eid":"e11953","source":"858","sourceSimName":"URY","sourceRegion":"Uruguay","sourceName":"South America","target":"764","targetSimName":"THA","targetName":"Thailand","targetRegion":"Southeast Asia","resource":"Wheat","year":"2015","value":"24935.4179","weight":"104332.188","embodiedLand":"47360.4095","embodiedWater":"68441.9161"},{"eid":"e11954","source":"858","sourceSimName":"URY","sourceRegion":"Uruguay","sourceName":"South America","target":"104","targetSimName":"MMR","targetName":"Myanmar","targetRegion":"Southeast Asia","resource":"Wheat","year":"2016","value":"96.16","weight":"524.11","embodiedLand":"","embodiedWater":""},{"eid":"e11955","source":"858","sourceSimName":"URY","sourceRegion":"Uruguay","sourceName":"South America","target":"533","targetSimName":"ABW","targetName":"Aruba","targetRegion":"Caribbean and Central America","resource":"Rice","year":"2016","value":"13.297","weight":"24","embodiedLand":"","embodiedWater":""},{"eid":"e11967","source":"860","sourceSimName":"UZB","sourceRegion":"Uzbekistan","sourceName":"Central and Northern Asia","target":"4","targetSimName":"AFG","targetName":"Afghanistan","targetRegion":"South Asia","resource":"Wheat","year":"2015","value":"24401.666","weight":"75279.56","embodiedLand":"28122.882","embodiedWater":"36209.468"},{"eid":"e11968","source":"860","sourceSimName":"UZB","sourceRegion":"Uzbekistan","sourceName":"Central and Northern Asia","target":"246","targetSimName":"FIN","targetName":"Finland","targetRegion":"Europe","resource":"Barley","year":"2016","value":"","weight":"","embodiedLand":"","embodiedWater":""},{"eid":"e11996","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"458","targetSimName":"MYS","targetName":"Malaysia","targetRegion":"Southeast Asia","resource":"Maize","year":"2015","value":"174.23","weight":"454.5","embodiedLand":"","embodiedWater":""},{"eid":"e11997","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"690","targetSimName":"SYC","targetName":"Seychelles","targetRegion":"Sub-Saharan Africa","resource":"Rice","year":"2015","value":"0.11","weight":"0.01","embodiedLand":"","embodiedWater":""},{"eid":"e11998","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"724","targetSimName":"ESP","targetName":"Spain","targetRegion":"Europe","resource":"Maize","year":"2015","value":"6.294","weight":"4.58","embodiedLand":"1.249","embodiedWater":"1.53"},{"eid":"e11999","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"780","targetSimName":"TTO","targetName":"Trinidad and Tobago","targetRegion":"Caribbean and Central America","resource":"Oats","year":"2015","value":"0.025","weight":"0.008","embodiedLand":"","embodiedWater":""},{"eid":"e12000","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"842","targetSimName":"USA","targetName":"United States","targetRegion":"North America","resource":"Rice","year":"2015","value":"11.889","weight":"21.609","embodiedLand":"5.737","embodiedWater":"157.097"},{"eid":"e12001","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"144","targetSimName":"LKA","targetName":"Sri Lanka","targetRegion":"South Asia","resource":"Rice","year":"2016","value":"1.367","weight":"1.583","embodiedLand":"","embodiedWater":""},{"eid":"e12002","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"499","targetSimName":"MNE","targetName":"Montenegro","targetRegion":"Europe","resource":"Rice","year":"2016","value":"0.467","weight":"0.75","embodiedLand":"","embodiedWater":""},{"eid":"e12003","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"752","targetSimName":"SWE","targetName":"Sweden","targetRegion":"Europe","resource":"Maize","year":"2016","value":"0.117","weight":"0.116","embodiedLand":"","embodiedWater":""},{"eid":"e12004","source":"862","sourceSimName":"VEN","sourceRegion":"Venezuela","sourceName":"South America","target":"784","targetSimName":"ARE","targetName":"United Arab Emirates","targetRegion":"Middle East and North Africa","resource":"Rice","year":"2016","value":"22.327","weight":"24.749","embodiedLand":"","embodiedWater":""},{"eid":"e12012","source":"882","sourceSimName":"WSM","sourceRegion":"Samoa","sourceName":"Oceania","target":"554","targetSimName":"NZL","targetName":"New Zealand","targetRegion":"Oceania","resource":"Maize","year":"2015","value":"0.455","weight":"0.05","embodiedLand":"","embodiedWater":""},{"eid":"e12013","source":"882","sourceSimName":"WSM","sourceRegion":"Samoa","sourceName":"Oceania","target":"842","targetSimName":"USA","targetName":"United States","targetRegion":"North America","resource":"Wheat","year":"2015","value":"0.001","weight":"0.004","embodiedLand":"","embodiedWater":""},{"eid":"e12043","source":"887","sourceSimName":"YEM","sourceRegion":"Yemen","sourceName":"Middle East and North Africa","target":"792","targetSimName":"TUR","targetName":"Turkey","targetRegion":"Europe","resource":"Maize","year":"2015","value":"30.578","weight":"66","embodiedLand":"38.092","embodiedWater":"4450.248"},{"eid":"e12044","source":"887","sourceSimName":"YEM","sourceRegion":"Yemen","sourceName":"Middle East and North Africa","target":"528","targetSimName":"NLD","targetName":"Netherlands","targetRegion":"Europe","resource":"Maize","year":"2016","value":"0.003","weight":"0.001","embodiedLand":"","embodiedWater":""},{"eid":"e12093","source":"894","sourceSimName":"ZMB","sourceRegion":"Zambia","sourceName":"Sub-Saharan Africa","target":"586","targetSimName":"PAK","targetName":"Pakistan","targetRegion":"South Asia","resource":"Maize","year":"2016","value":"0.102","weight":"1","embodiedLand":"","embodiedWater":""},{"eid":"e12094","source":"894","sourceSimName":"ZMB","sourceRegion":"Zambia","sourceName":"Sub-Saharan Africa","target":"686","targetSimName":"SEN","targetName":"Senegal","targetRegion":"Sub-Saharan Africa","resource":"Maize","year":"2016","value":"82.825","weight":"18.152","embodiedLand":"","embodiedWater":""}]}
\ No newline at end of file
diff --git a/demos/simplify.html b/demos/simplify.html
new file mode 100644
index 0000000000..96c79d152e
--- /dev/null
+++ b/demos/simplify.html
@@ -0,0 +1,354 @@
+<!DOCTYPE html></script>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Title</title>
+</head>
+<style>
+  body{
+    background: rgb(255, 255, 255);
+  }
+  .g6-tooltip {
+    border: 1px solid #e2e2e2;
+    border-radius: 4px;
+    font-size: 12px;
+    color: #545454;
+    background-color: rgba(255, 255, 255, 0.9);
+    padding: 10px 8px;
+    box-shadow: rgb(174, 174, 174) 0px 0px 10px;
+  }
+</style>
+<body>
+	<div id="mountNode"></div>
+<script src="../build/g6.js"></script>
+<script src="./assets/d3-4.13.0.min.js"></script>
+<script src="../build/fruchterman.js"></script>
+<script src="../build/bundling.js"></script>
+
+<script>
+  const colors = [ '#f5222d', '#faad14', 
+  '#a0d911', '#13c2c2', '#1890ff', '#b37feb', '#eb2f96' ];
+  const beginColor = '#ff4d4f';
+  const endColor = '#5b8c00';
+  const testData = {
+    nodes: [
+      {
+        id: '0',
+        region: '1'
+      },
+      {
+        id: '1',
+        region: '2'
+      },
+      {
+        id: '2',
+        region: '1'
+      },
+      {
+        id: '3',
+        region: '2'
+      }
+    ],
+    edges: [
+      {
+        source: '0',
+        target: '1',
+      },
+      {
+        source: '1',
+        target: '2',
+      },
+      {
+        source: '2',
+        target: '3',
+      },
+      {
+        source: '3',
+        target: '0',
+      },
+    ]
+  }
+  d3.json("./assets/data/filtered-trade.json", function(data) {
+    const nodes = data.nodes;
+    const edges = data.edges;
+
+    const nodeMap = new Map();
+    const clusterMap = new Map();
+    let cidx = 0;
+    nodes.forEach(n => {
+      nodeMap.set(n.id, n);
+      let region = n.region.split(" ");
+      if (n.region === 'East Asia') region = n.region; 
+      else region = region[region.length - 1];
+
+      if (clusterMap.get(region) === undefined) {
+        clusterMap.set(region, cidx);
+        cidx++;
+      }
+      const clusterId = clusterMap.get(region);
+      const color = colors[clusterId % colors.length];
+      n.style = {
+        color,
+        fill: color
+      };
+      n.cluster = clusterId;
+      n.importValue = 0;
+      n.exportValue = 0;
+    });
+    // map the value of 
+    edges.forEach(e => {
+      if (e.value === '') e.value = 0;
+      const v = parseFloat(e.value);
+      nodeMap.get(e.source).exportValue += v;
+      nodeMap.get(e.target).targetValue += v;
+    });
+    mapValueToProp(nodes, 'exportValue', 'size', [2, 12]);
+    // mapValueToProp(edges, 'value', 'style.lineWidth', [0.2, 1]);
+
+    // const fruchtermanLayout = new Fruchterman({
+    //   maxIteration: 8000,
+    //   center: [500, 300],
+    //   gravity: 10,
+    //   clustering: true
+    // });
+    const graph = new G6.Graph({
+      container: 'mountNode',
+      width: 1000,
+      height: 700,
+      // plugins: [ fruchtermanLayout],
+      layout: {
+        type: 'fruchterman',
+        maxIteration: 8000,
+        center: [500, 300],
+        gravity: 10,
+        clustering: true
+      },
+      fitView: true,
+      linkCenter: true,
+      defaultNode: {
+        shape: 'circle',
+        size: 5
+      },
+      defaultEdge: {
+        shape: 'quadratic'
+      },
+      nodeStyle: {
+        default: {
+          lineWidth: 0.6
+      },
+      },
+      edgeStyle: {
+        default: {
+          lineWidth: 0.4,
+          strokeOpacity: 0.2,
+          stroke: 'l(0) 0:' + beginColor + ' 1:' + endColor
+        }
+      },
+      modes: {
+        default: [ 'drag-node', 'drag-canvas', {
+          type: 'tooltip',
+          formatText(model) {
+            let name = '';
+            let countries = '';
+            if (model.name) name = model.name + '<br>';
+            if (model.countries) countries = '<br>Number of Countries: ' + model.countries;
+            const text = name 
+              + 'Export Value: ' + model.exportValue + "(1000USD)"
+              + '<br>Region: ' + model.region 
+              + '<br>Cluster: ' + model.cluster 
+              + countries;
+            return text;
+          },
+          shouldUpdate: e => {
+            return true;
+          }
+        }]
+    },
+    });
+    // fruchtermanLayout.layout(data);
+    edges.forEach(e => {
+      if (nodeMap.get(e.source).x < nodeMap.get(e.target).x) {
+        if (e.style === undefined) e.style = {};
+        e.style.stroke = 'l(0) 0:' + endColor + ' 1:' + beginColor;
+      }
+    });
+    graph.data(data);
+    graph.render();
+
+  graph.on('node:click', e => { 
+    const targetItem = e.item;
+    const model = targetItem.getModel();
+    const graphEdges = graph.getEdges();
+    const graphNodes = graph.getNodes();
+    // click on the cluster node
+    if (model.id.substr(0, 7) === 'cluster') {
+      graphNodes.forEach(gn => {
+        const gnModel = gn.getModel();
+        // show the common nodes
+        if (gnModel.cluster === model.cluster && gnModel.id.substr(0, 7) != 'cluster') {
+          gn.show();
+        }
+        // remove the cluster nodes
+        if (gnModel.id === model.id) graph.removeItem(gn);
+      });
+      
+      graphEdges.forEach(ge => {
+        const sourceModel = ge.get('sourceNode').getModel();
+        const targetModel = ge.get('targetNode').getModel();
+        // show the common edges
+        if ((sourceModel.cluster === model.cluster && sourceModel.id.substr(0, 7) !== 'cluster') 
+        || (targetModel.cluster === model.cluster && targetModel.id.substr(0, 7) !== 'cluster')) {
+          ge.show();
+          // add the edges to other cluster nodes
+          if (!ge.get('sourceNode').get('visible') && sourceModel.cluster !== model.cluster) {
+            let c1 = beginColor, c2 = endColor;
+            if (model.x < targetModel.x) {
+              c1 = endColor;
+              c2 = beginColor;
+            }
+            graph.addItem('edge', {
+              source: 'cluster' + sourceModel.cluster,
+              target: targetModel.id,
+              id: 'cluster-edge-' + ge.id,
+              style: {
+                stroke: 'l(0) 0:' + c1 + ' 1:' + c2
+              }
+            });
+          } else if (ge.get('targetNode').get('visible') && targetModel.cluster !== model.cluster) {
+            let c1 = beginColor, c2 = endColor;
+            if (sourceModel.x < model.x) {
+              c1 = endColor;
+              c2 = beginColor;
+            }
+            graph.addItem('edge', {
+              source: sourceModel.id,
+              target: 'cluster' + targetModel.id,
+              id: 'cluster-edge-' + ge.id,
+              style: {
+                stroke: 'l(0) 0:' + c1 + ' 1:' + c2
+              }
+            });
+          }
+          // hide the edges to the common nodes in other clusters
+          if (!ge.get('sourceNode').get('visible') || !ge.get('targetNode').get('visible')) {
+            ge.hide();
+          }
+        }
+        // remove the cluster edges
+        if (sourceModel.id === model.id || targetModel.id === model.id) {
+          graph.removeItem(ge);
+        }
+      });
+    } else { // click on the common node, cllapse them
+    // calculate the cluster center
+    const center = {x: 0, y: 0, count: 0, exportValue: 0};
+    nodes.forEach(n => {
+      if (n.cluster === model.cluster) {
+        center.x += n.x;
+        center.y += n.y;
+        center.count++;
+        center.exportValue += n.exportValue;
+      }
+    });
+    center.x /= center.count;
+    center.y /= center.count;
+    // add cluster node on the center
+    const size = center.count * 1;
+    const clusterNodeId = 'cluster' + model.cluster;
+    const color = colors[ model.cluster % colors.length ];
+    const regionStrs = model.region.split(' ');
+    let region = regionStrs[regionStrs.length - 1];
+    if (model.region === 'East Asia') region = model.region;
+    let labelPosition = 'center';
+    if (region.length > size) labelPosition = 'left';
+    const clusterNode = graph.addItem('node', {
+        x: center.x,
+        y: center.y,
+        id: clusterNodeId,
+        cluster: model.cluster,
+        region: region,
+        countries: center.count,
+        exportValue: center.exportValue,
+        style: {
+          color,
+          fill: color
+        },
+        size,
+        label: region,
+        labelCfg: {
+          style: { fontSize: 8.5 },
+          position: labelPosition
+        }
+    });
+
+    // add edges about the cluster
+    graphEdges.forEach(ge => {
+      const sourceModel = ge.get('sourceNode').getModel();
+      const targetModel = ge.get('targetNode').getModel();
+      if (!ge.get('sourceNode').get('visible') || !ge.get('targetNode').get('visible')) return;
+      if (sourceModel.cluster === model.cluster && targetModel.cluster !== model.cluster) {
+        let c1 = beginColor, c2 = endColor;
+        if (center.x < targetModel.x) {
+          c1 = endColor;
+          c2 = beginColor;
+        }
+        graph.addItem('edge', {
+          source: clusterNodeId,
+          target: targetModel.id,
+          id: 'cluster-edge-' + ge.id,
+          style: {
+            stroke: 'l(0) 0:' + c1 + ' 1:' + c2
+          }
+        });
+      } else if (targetModel.cluster === model.cluster && sourceModel.cluster !== model.cluster) {
+        let c1 = beginColor, c2 = endColor;
+        if (sourceModel.x < center.x) {
+          c1 = endColor;
+          c2 = beginColor;
+        }
+        graph.addItem('edge', {
+          source: sourceModel.id,
+          target: clusterNodeId,
+          id: 'cluster-edge-' + ge.id,
+          style: {
+            stroke: 'l(0) 0:' + c1 + ' 1:' + c2
+          }
+        });
+      }
+    });
+
+    // hide the common nodes in the cluster
+    graphNodes.forEach(gn => {
+      if (gn.getModel().cluster === model.cluster 
+      && gn.getModel().id.substr(0, 7) !== 'cluster') gn.hide();
+    });
+    // hide the common edges about cluster
+    graphEdges.forEach(ge => {
+      if (!ge.get('sourceNode').get('visible') || !ge.get('targetNode').get('visible')) ge.hide();
+    });
+    }
+  });
+  });
+  function mapValueToProp(items, valueName, propName, range){
+    const valueRange = [9999999999, -9999999999];
+    items.forEach(n => {
+      if (n[valueName] > valueRange[1]) valueRange[1] = n[valueName];
+      if (n[valueName] < valueRange[0]) valueRange[0] = n[valueName];
+    });
+    const valueLength = valueRange[1] - valueRange[0];
+    const rLength = range[1] - range[0];
+    const propNameStrs = propName.split('.');
+    if (propNameStrs[0] === 'style' && propNameStrs.length > 1) {
+      items.forEach(n => {
+        if (n.style === undefined) n.style = {};
+        n.style[propNameStrs[1]] = rLength * (n[valueName] - valueRange[0]) / valueLength + range[0];
+      });
+    } else {
+      items.forEach(n => {
+        n[propNameStrs[0]] = rLength * (n[valueName] - valueRange[0]) / valueLength + range[0];
+      });
+    }
+  }
+</script>
+</body>
+</html>
diff --git a/plugins/fruchterman/index.js b/plugins/fruchterman/index.js
index 0ea4a23c20..a545fb01cb 100644
--- a/plugins/fruchterman/index.js
+++ b/plugins/fruchterman/index.js
@@ -10,6 +10,8 @@ class Fruchterman extends Base {
       center: [ 0, 0 ],           // 布局中心
       gravity: 10,                // 重力大小，影响图的紧凑程度
       speed: 1,                   // 速度
+      clustering: false,          // 是否产生聚类力
+      clusterGravity: 10,          // 是否产生聚类力
       onLayoutEnd() {},           // 布局完成回调
       onTick() {}                 // 每一迭代布局回调
     };
@@ -82,12 +84,45 @@ class Fruchterman extends Base {
     const k = Math.sqrt(width * height / (nodes.length + 1));
     const gravity = self.get('gravity');
     const speed = self.get('speed');
+    const clustering = self.get('clustering');
+    const clusters = [];
+    if (clustering) {
+      nodes.forEach(n => {
+        if (clusters[n.cluster] === undefined) {
+          clusters[n.cluster] = {
+            cx: 0,
+            cy: 0,
+            count: 0
+          };
+        }
+        clusters[n.cluster].cx += n.x;
+        clusters[n.cluster].cy += n.y;
+        clusters[n.cluster].count++;
+      });
+      clusters.forEach(c => {
+        c.cx /= c.count;
+        c.cy /= c.count;
+      });
+    }
     for (let i = 0; i < maxIteration; i++) {
       const disp = [];
       nodes.forEach((n, i) => {
         disp[i] = { x: 0, y: 0 };
       });
-      self.getDisp(nodes, edges, nodeMap, nodeIndexMap, disp, k);
+      let lastIters = false;
+      if (maxIteration - i < 10) lastIters = true;
+      self.getDisp(nodes, edges, nodeMap, nodeIndexMap, disp, k, lastIters);
+
+      // gravity for clusters
+      if (clustering) {
+        const clusterGravity = self.get('clusterGravity') || gravity;
+        nodes.forEach((n, i) => {
+          const distLength = Math.sqrt((n.x - clusters[n.cluster].cx) * (n.x - clusters[n.cluster].cx) + (n.y - clusters[n.cluster].cy) * (n.y - clusters[n.cluster].cy));
+          const gravityForce = 0.1 * k * clusterGravity * distLength;
+          disp[i].x -= gravityForce * (n.x - clusters[n.cluster].cx) / distLength;
+          disp[i].y -= gravityForce * (n.y - clusters[n.cluster].cy) / distLength;
+        });
+      }
 
       // gravity
       nodes.forEach((n, i) => {
@@ -96,7 +131,7 @@ class Fruchterman extends Base {
         disp[i].x -= gravityForce * n.x / distLength;
         disp[i].y -= gravityForce * n.y / distLength;
       });
-    // speed
+      // speed
       nodes.forEach((n, i) => {
         disp[i].dx *= speed / SPEED_DIVISOR;
         disp[i].dy *= speed / SPEED_DIVISOR;
@@ -113,12 +148,15 @@ class Fruchterman extends Base {
       });
     }
   }
-  getDisp(nodes, edges, nodeMap, nodeIndexMap, disp, k) {
+  getDisp(nodes, edges, nodeMap, nodeIndexMap, disp, k, lastIters = false) {
     const self = this;
-    self.calRepulsive(nodes, disp, k);
+    self.calRepulsive(nodes, disp, k, lastIters);
     self.calAttractive(edges, nodeMap, nodeIndexMap, disp, k);
   }
-  calRepulsive(nodes, disp, k) {
+  calRepulsive(nodes, disp, k, lastIters = false) {
+    const self = this;
+    let repStrength = k;
+    const clustering = self.get('clustering');
     nodes.forEach((v, i) => {
       disp[i] = { x: 0, y: 0 };
       nodes.forEach((u, j) => {
@@ -127,7 +165,8 @@ class Fruchterman extends Base {
         const vecy = v.y - u.y;
         let vecLengthSqr = vecx * vecx + vecy * vecy;
         if (vecLengthSqr === 0) vecLengthSqr = 1;
-        const common = (k * k) / vecLengthSqr;
+        if (clustering && lastIters && u.cluster !== v.cluster) repStrength *= 2;
+        const common = (repStrength * repStrength) / vecLengthSqr;
         disp[i].x += vecx * common;
         disp[i].y += vecy * common;
       });
diff --git a/src/layout/fruchterman.js b/src/layout/fruchterman.js
index 4fcc4026b8..f16d768f28 100644
--- a/src/layout/fruchterman.js
+++ b/src/layout/fruchterman.js
@@ -15,10 +15,12 @@ Layout.registerLayout('fruchterman', {
   layoutType: 'fruchterman',
   getDefaultCfg() {
     return {
+      maxIteration: 1000,         // 停止迭代的最大迭代数
       center: [ 0, 0 ],           // 布局中心
-      maxIteration: 8000,         // 停止迭代的最大迭代数
       gravity: 10,                // 重力大小，影响图的紧凑程度
-      speed: 1                    // 速度
+      speed: 1,                   // 速度
+      clustering: false,          // 是否产生聚类力
+      clusterGravity: 10           // 是否产生聚类力
     };
   },
   /**
@@ -72,6 +74,26 @@ Layout.registerLayout('fruchterman', {
     const k = Math.sqrt(width * height / (nodes.length + 1));
     const gravity = self.gravity;
     const speed = self.speed;
+    const clustering = self.clustering;
+    const clusters = [];
+    if (clustering) {
+      nodes.forEach(n => {
+        if (clusters[n.cluster] === undefined) {
+          clusters[n.cluster] = {
+            cx: 0,
+            cy: 0,
+            count: 0
+          };
+        }
+        clusters[n.cluster].cx += n.x;
+        clusters[n.cluster].cy += n.y;
+        clusters[n.cluster].count++;
+      });
+      clusters.forEach(c => {
+        c.cx /= c.count;
+        c.cy /= c.count;
+      });
+    }
     for (let i = 0; i < maxIteration; i++) {
       const disp = [];
       nodes.forEach((n, i) => {
@@ -79,6 +101,17 @@ Layout.registerLayout('fruchterman', {
       });
       self.getDisp(nodes, edges, nodeMap, nodeIndexMap, disp, k);
 
+      // gravity for clusters
+      if (clustering) {
+        const clusterGravity = self.clusterGravity || gravity;
+        nodes.forEach((n, i) => {
+          const distLength = Math.sqrt((n.x - clusters[n.cluster].cx) * (n.x - clusters[n.cluster].cx) + (n.y - clusters[n.cluster].cy) * (n.y - clusters[n.cluster].cy));
+          const gravityForce = 0.1 * k * clusterGravity * distLength;
+          disp[i].x -= gravityForce * (n.x - clusters[n.cluster].cx) / distLength;
+          disp[i].y -= gravityForce * (n.y - clusters[n.cluster].cy) / distLength;
+        });
+      }
+
       // gravity
       nodes.forEach((n, i) => {
         const distLength = Math.sqrt(disp[i].x * disp[i].x + disp[i].y * disp[i].y);
@@ -86,7 +119,7 @@ Layout.registerLayout('fruchterman', {
         disp[i].x -= gravityForce * n.x / distLength;
         disp[i].y -= gravityForce * n.y / distLength;
       });
-    // speed
+      // speed
       nodes.forEach((n, i) => {
         disp[i].dx *= speed / SPEED_DIVISOR;
         disp[i].dy *= speed / SPEED_DIVISOR;