From dad05622b70551a8080f45c0388338b5dfe69bab Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 14 Aug 2016 17:04:14 +0700 Subject: [PATCH 01/80] full version --- scripts/main.js | 109 ++++++++++++++++++++++++++++++++---------------- 1 file changed, 73 insertions(+), 36 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index eabe79e..5ddef82 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -493,7 +493,8 @@ function a_array_ext(arr,av){ var nei = arr[iii][jjj].nei; if (n>1) { - arr[iii][jjj].nei = arr.length; + arr[iii][jjj].nei = arr.length; + arr[iii][jjj].val = av; arr.push([{nei: iii, val: av},{nei: nei,val: av}]); for (var z = 2; z old array size: "+alink_o[3][0].nei); + var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes + //document.write("
old array size: "+alink_o[3][0].nei); var alink = alink_fix[0]; //fixed // calculate var ebs=init(num_n,num_n); @@ -557,6 +580,7 @@ function between_e(graph){ var i = Q.shift(); S.push(i); var l=Q.length; + //document.write("
"+i+": "); alink[i].forEach(function(e){ var j = e.nei; if (d[j]==null){ @@ -603,7 +627,8 @@ function between_e(graph){ Pathd[i].concat(Pathd[j]); } } - }}); + }//document.write("
"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); + }); if (Q.length ==l&&(i!=s)&&(imax_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - } - } - } + if (jmax_ebs[0]){ + max_ebs[0]=ebs[i][j]; + max_ebs[1]=i; + max_ebs[2]=j; + } + } + } + } } } } if (max_ebs[0]!=0){ step.push([max_ebs[1],max_ebs[2]]); av = av*num_l; - alink_o[max_ebs[1]].filter(function(n,i){ - if (n.nei== max_ebs[2]){ + + for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); + if (alink_o[max_ebs[1]][i].nei== max_ebs[2]){ av = av - alink_o[max_ebs[1]][i].val; - num_l--; - av = av/num_l; - alink_o[max_ebs[1]].splice(i,1); - }}); - alink_o[max_ebs[2]].filter(function(n,i){ - if (n.nei== max_ebs[1]) - alink_o[max_ebs[2]].splice(i,1);}); + num_l--; + av = av/num_l; + alink_o[max_ebs[1]].splice(i,1); + break; + } + } + + for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); + if (alink_o[max_ebs[2]][i].nei== max_ebs[1]){ + alink_o[max_ebs[2]].splice(i,1); + break; + } + } } + //document.write("----step: "+ step+" av"+av); } return step; } From 99ab07b1e38656749e712249988a68299a83d060 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 14 Aug 2016 21:19:33 +0700 Subject: [PATCH 02/80] full version - change style of tree - add color to tree active --- scripts/main.js | 61 +++++++++++++++++++++++++++++++++++-------------- 1 file changed, 44 insertions(+), 17 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index 5ddef82..a383bf4 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -51,9 +51,9 @@ var simulation = d3.forceSimulation() .force("link", d3.forceLink().id(function(d) { return d.id; })) .force("charge", d3.forceManyBody()) .force("center", d3.forceCenter((width-wtree_b)/2, height/2)); -var tree = d3.tree() +var tree = d3.cluster() .size([htree, wtree]) - //.separation(function(a, b) { return (a.parent == b.parent ? 1 : 2); }); + .separation(function(a, b) { return (a.parent == b.parent ? 1 : 4); }); var bar = svg_bar.append("g") .attr("class", "bar") .attr("transform", "translate(" + [mtree_g.right, mtree_g.top] + ")"); @@ -81,12 +81,13 @@ var node2; var node; var roots; var tree_deep_cv; +var radius = 6; /* <<<<<<< HEAD ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ -d3.json("data/dataset1.json", function(error, graph) { +d3.json("data/dataset3.json", function(error, graph) { if (error) throw error; //processing var step = between_e(graph); @@ -100,14 +101,16 @@ if (error) throw error; roots = d3.hierarchy(tree_hi[0]); tree(roots); var link2 = svg4.selectAll(".link") - .data(roots.descendants().slice(1)) + .data(roots.descendants().slice(roots.name=="join all"?2:1)) .enter().append("path") .attr("class", "link") .attr("d", function(d) { return "M" + [tree_deep(d.data.depth), d.x] - + "C" + [(tree_deep(d.parent.data.depth)+tree_deep(d.data.depth))/2, d.x] + + "L" + [tree_deep(d.parent.data.depth), d.x] + + "L" + [tree_deep(d.parent.data.depth), d.parent.x]; + /*+ "C" + [(tree_deep(d.parent.data.depth)+tree_deep(d.data.depth))/2, d.x] + " " + [tree_deep(d.parent.data.depth), (d.x+d.parent.x)/2] - + " " + [tree_deep(d.parent.data.depth), d.parent.x]; + + " " + [tree_deep(d.parent.data.depth), d.parent.x];*/ }) .attr("stroke", function(d) { return color(1); }); @@ -227,16 +230,15 @@ if (error) throw error; .links(graph.links); function ticked() { + node + .attr("cx", function(d) { return d.x = Math.max(radius, Math.min(wgroup - radius, d.x)); }) + .attr("cy", function(d) { return d.y = Math.max(radius, Math.min(hgroup - radius, d.y)); }) + .attr("fill" , function(d){ return color(d.group)}); link .attr("x1", function(d) { return d.source.x; }) .attr("y1", function(d) { return d.source.y; }) .attr("x2", function(d) { return d.target.x; }) .attr("y2", function(d) { return d.target.y; }); - - node - .attr("cx", function(d) { return d.x; }) - .attr("cy", function(d) { return d.y; }) - .attr("fill" , function(d){ return color(d.group)}); } //---------------------init bar bar_l2.attr("transform", function(d){ @@ -344,10 +346,14 @@ if (error) throw error; numofg=leave.length; clusterbox.select("text").text("# of cluster : "+leave.length+" | Q : "+Math.round(tree_hi[1][tree_hi[1].length-1-depth]*1000)/1000); for (var j=0;j1) { @@ -747,7 +774,7 @@ function tree_mapingv3(step,graph){ var grouping = []; var ed = step.pop(); var lv = 1; - var m = graph.links.length; + var m = calculate_m(graph); var A = a_array(graph); var a_e = []; var Q = []; @@ -829,4 +856,4 @@ function tree_mapingv3(step,graph){ Q.push(Q_t); return [hi[0],Q]; } -} \ No newline at end of file +} From 303548fcf559e6b2ed66f6a5d0c68b1c74541473 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 14 Aug 2016 22:21:03 +0700 Subject: [PATCH 03/80] fixed chorme --- scripts/main.js | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/scripts/main.js b/scripts/main.js index a383bf4..4de402a 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -26,10 +26,13 @@ var bar_pos = [{x1:0, y1:height,x2:0, y2:0}]; d3.select("#container").append("div").attr("id","group").attr("class","group").style("left",(margin.right+wtree_b)+"px"); var svg = d3.select("#group").append("svg") .attr("width", wgroup) - .attr("height", hgroup); + .attr("height", hgroup) var svg_graph = d3.select("#treemap_graph").append("svg") // .style("background", "#eed") + .attr("width", wtree_b_g) + .attr("height", htree_b_g) + .append("g") .attr("width", wtree_b_g) .attr("height", htree_b_g) .attr("transform", "translate(" + [mtree_g.right, mtree_g.top] + ")"); @@ -39,6 +42,9 @@ var svg4 = d3.select("#treemap_tree") .style("position", "absolute") .attr("width", wtree_b) .attr("height", htree_b) + .append("g") + .attr("width", wtree_b) + .attr("height", htree_b) .attr("transform", "translate(" + [mtree.right, mtree.top] + ")"); var svg_bar = d3.select("#treemap_bar").append("svg") // .style("background", "#eed") From 8436eee0ca809427cbcfaa6ceef388b6ef8bc7ee Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 14 Aug 2016 22:30:16 +0700 Subject: [PATCH 04/80] Update index.html --- index.html | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/index.html b/index.html index 78feaa2..4b7d534 100644 --- a/index.html +++ b/index.html @@ -95,33 +95,39 @@ z-index: 3; } #treemap { + transform-origin:left top; position:absolute; z-index: 0; width: 25%; } #group { + transform-origin:left top; position:absolute; width: 75%; z-index: 0; } #treemap_graph { + transform-origin:left top; position: absolute; z-index: 1; } #treemap_tree { + transform-origin:left top; position: absolute; z-index: 2; } #treemap_main { + transform-origin:left top; position: absolute; z-index: 1; } #treemap_bar { + transform-origin:left top; position:absolute; z-index: 2; } #container { - position:absolute; + transform-origin:left top; width: 100%; z-index: 0; } From 56554f22e6713bf496b538d5e75f68ac2086b4db Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sun, 14 Aug 2016 22:30:53 +0700 Subject: [PATCH 05/80] Tuan added new datasets --- scripts/main.js | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index a383bf4..96c203e 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -82,12 +82,7 @@ var node; var roots; var tree_deep_cv; var radius = 6; -/* -<<<<<<< HEAD - -======= ->>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ -d3.json("data/dataset3.json", function(error, graph) { +d3.json("data/vis.json", function(error, graph) { if (error) throw error; //processing var step = between_e(graph); From 48e81464415451d4f9a74af265cffe82c21e947f Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 14 Aug 2016 22:31:43 +0700 Subject: [PATCH 06/80] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index c9d5777..ca6905d 100644 --- a/README.md +++ b/README.md @@ -10,3 +10,5 @@ http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.066133 http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.026113 http://www.tandfonline.com/doi/abs/10.1080/0022250x.2001.9990249 + +http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0022557 From 7dd972f5f85f40d9b7d1472cad24552fff5b452a Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 15 Aug 2016 22:07:02 +0700 Subject: [PATCH 07/80] Update main.js --- scripts/main.js | 29 ++++++++++++++++++++++++++++- 1 file changed, 28 insertions(+), 1 deletion(-) diff --git a/scripts/main.js b/scripts/main.js index 9ca5e16..fa16d07 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -23,6 +23,10 @@ var htree = htree_b-mtree.top-mtree.bottom; var wgroup = width-wtree-mtree.left-mtree_g.right; var hgroup = height; var bar_pos = [{x1:0, y1:height,x2:0, y2:0}]; + +var wtime = 300; +var htime = 50; +var mtime = {top: (hgroup-htime), right: 0, bottom: 0, left: (wgroup-wtime)}; d3.select("#container").append("div").attr("id","group").attr("class","group").style("left",(margin.right+wtree_b)+"px"); var svg = d3.select("#group").append("svg") .attr("width", wgroup) @@ -88,13 +92,21 @@ var node; var roots; var tree_deep_cv; var radius = 6; -d3.json("data/vis.json", function(error, graph) { +/* +<<<<<<< HEAD + +======= +>>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ +d3.json("data/dataset3.json", function(error, graph) { if (error) throw error; +var start_time = performance.now(); //processing var step = between_e(graph); +var end_time_b = performance.now(); var max_lv=step.length+1; // tree var tree_hi = tree_mapingv3(step,graph); +var end_time_t = performance.now(); var tree_deep = d3.scaleLinear().domain([tree_hi[0].depth,0]).range([0,wtree]); tree_deep_cv = d3.scaleLinear().domain([tree_hi[0].depth,0]).range([0,tree_hi[1].length]); tree_dx = wtree/tree_hi[1].length; @@ -134,6 +146,20 @@ if (error) throw error; .attr("class","clusterbox") .style("display","none"); clusterbox.append("text"); + var time_box = svg.append("g") + //.attr("transform","translate(" + mtime.left +","+ mtime.top + ")"); + + .attr("class","timebox") + .attr("width",wtime) + .attr("height",htime) + .attr("transform","translate(" + mtime.left +","+ mtime.top + ")"); + time_box + .append("text") + .text("Time compute betweenness edge: "+Math.round(end_time_b-start_time)+ " ms"); + time_box + .append("text") + .attr("transform","translate(" + 0 +","+ 15 + ")") + .text("Time compue Q: "+Math.round(end_time_t - end_time_b+start_time)+ " ms"); //-------------graph var domain = {x:{min:0,max:0},y:{min:0,max:0}}; domain.y.min = d3.min(tree_hi[1]); @@ -555,6 +581,7 @@ function finditem(grouping,li,graph){ } return [g1,g2]; } + function clone(obj) { if (null == obj || "object" != typeof obj) return obj; var copy = obj.constructor(); From 3957c5a3257bf82140503969e791c5a6d74c08ee Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 15 Aug 2016 22:07:28 +0700 Subject: [PATCH 08/80] Update index.html --- index.html | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/index.html b/index.html index 4b7d534..3580bfb 100644 --- a/index.html +++ b/index.html @@ -94,6 +94,17 @@ text-align: center; z-index: 3; } +.timebox { + position: absolute; + z-index: 10; +} +.timebox text { + font: 10px sans-serif; + color: #000; + padding: 5px 8px 4px 8px; + text-align: center; + z-index: 3; + } #treemap { transform-origin:left top; position:absolute; From b5530c3dec6040d6724cbbd7419d3aef4ca04f82 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Tue, 16 Aug 2016 09:51:37 +0700 Subject: [PATCH 09/80] Add files via upload --- index.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/index.html b/index.html index 3580bfb..f6b2deb 100644 --- a/index.html +++ b/index.html @@ -2,7 +2,7 @@ + + + +
+ + +
+
+ + +
+ +
+
+
+
+
+
+ + + + + + + + \ No newline at end of file From d50d7ad26f36ac00d024e9402299f20e47351329 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 21 Aug 2016 17:11:38 +0700 Subject: [PATCH 28/80] Add files via upload --- scripts/summary.js | 696 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 696 insertions(+) create mode 100644 scripts/summary.js diff --git a/scripts/summary.js b/scripts/summary.js new file mode 100644 index 0000000..46d470e --- /dev/null +++ b/scripts/summary.js @@ -0,0 +1,696 @@ +var margin = {top: 50, right: 50, bottom: 100, left: 50}; +var width = (window.innerWidth +|| document.documentElement.clientWidth +|| document.body.clientWidth) - margin.left; +var height = (window.innerHeight +|| document.documentElement.clientHeight +|| document.body.clientHeight) - margin.top; + +//--------------------------put list of smaple here--------------------------------- +var filelist =[{name: "vis",list:[30,51,100]},{name: "imdb",list:[79,102,125,171]}]; +//---------------------------------------------------------------------------------- + +var seriesNames = ["Betweenness edge", "Modularity Q"]; +var numSeries = seriesNames.length; +var numSamples = 3; +var data = []; +var changeChartMode="stacked", + containerWidth = width-margin.right, + containerHeight = height-margin.bottom, + paddingBetweenLegendSeries = 5, + legendSeriesBoxX = 0, + legendSeriesBoxY = 0, + legendSeriesBoxWidth = 15, + legendSeriesBoxHeight = 15, + legendSeriesHeight = legendSeriesBoxHeight + paddingBetweenLegendSeries, + legendSeriesLabelX = -5, + legendSeriesLabelY = legendSeriesBoxHeight / 2, + legendMargin = 20, + legendX = containerWidth - legendSeriesBoxWidth - legendMargin, + legendY = legendMargin + maxStackY = 0, + stackedBarWidth = 0; +var colorLegend = d3.scaleOrdinal(d3.schemeCategory10); +var svg =d3.select("#chart") + .attr("width",width) + .attr("height",height); + + +var mainArea = svg.append("g") + .attr("class", "main-area") + .attr("width",containerWidth) + .attr("height",containerHeight) + .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + +var xScale = d3.scaleLinear() + .range([0, width-margin.right]); + +var yScale = d3.scaleLinear() + .range([height-margin.bottom, 0]); +var barScale = d3.scaleLinear() + .range([0,height-margin.bottom]); + +var xAxis = mainArea.append("g") + .attr("class", "axis axis--x") + .attr("transform", "translate(" + [0,height-margin.bottom] + ")"); + +var yAxis = mainArea.append("g") + .attr("class", "axis axis--x"); + + +var legendSeries = svg.append("g") + .attr("class", "legend") + .attr("transform", "translate(" + legendX + "," + legendY + ")") + .selectAll("g").data(seriesNames.reverse()) + .enter().append("g") + .attr("class", function(d){return d}) + .attr("transform", function (d, i) { return "translate(0," + (i * legendSeriesHeight) + ")"; }); + +legendSeries.append("rect") + .attr("class", "series-box") + .attr("x", legendSeriesBoxX) + .attr("y", legendSeriesBoxY) + .attr("width", legendSeriesBoxWidth) + .attr("height", legendSeriesBoxHeight) + .attr("fill",function(d){return colorLegend(d);}); + +legendSeries.append("text") + .attr("class", "series-label") + .attr("x", legendSeriesLabelX) + .attr("y", legendSeriesLabelY) + .text(String); + +var layersArea = mainArea.append("g") + .attr("class", "layers") + .attr("width",width-margin.right) + .attr("height",height-margin.bottom); + +var layers; + +d3.selectAll(".js-stacked-chart-container input").on("change", changeChartMode); + +d3.queue().defer(updateData,"vis").awaitAll(function(error, results) { + if (error) throw error; + console.log(results); + }); +/*var xAxis = d3.svg.axis() + .scale(xScale) //binsScale) + .ticks(numSamples) + .orient("bottom"); + +var yAxis = d3.svg.axis() + .scale(yScale) + .orient("left");*/ + +function updateData(value) { + data = []; + layersArea.selectAll("g").remove().transition(); + var list_o = filelist.filter(function(n,i){ + if (n.name==value){ + return n; + } + }) + var list=[]; + list_o[0].list.forEach(function(e){ + list.push(value+e+".json"); + }); + var min_v=d3.min(list_o[0].list); + var max_v=d3.max(list_o[0].list); + var min_d=max_v-min_v; + for (var tm=1;tm data_temp.values[1].value[1] ? maxStackY : data_temp.values[1].value[1]); + yScale.domain([0, maxStackY]); + barScale.domain([0, maxStackY]); + var t = d3.transition() + .duration(750); + var old_layer = layersArea.selectAll(".layer").data(data).enter(); + old_layer.selectAll("rect").attr("y", function(d){return (yScale(d.value[1]));}) + .attr("height", function(d){return (barScale(d.value[1]-d.value[0]));}) + .transition(t); + data.push(data_temp); + + //new_layers.remove(); + // JOIN new data with old elements. + var new_layers = layersArea.selectAll(".layer").data([data_temp],function(d){return d;}); + + + // UPDATE old elements not present in new data. + /* new_layers.exit() + .attr("y", function(d){console.log("d[1]: "+d[1]+ "f: "+ yScale(d[1]));return (yScale(d[1]));}) + .attr("height", function(d){return (barScale(d[1]-d[0]));}) + .transition(t);*/ + // ENTER new elements present in new data. + var newer = new_layers.enter().append("g") + .attr("class", function(d){return d.id;}); + + + var layerss = newer + .selectAll("rect") + .data(function (d) { return d.values; }) + .enter().append("rect"); + + layerss + .attr("class",function(d){return d.key; }) + .attr("x", function(d){return (xScale(e)-stackedBarWidth/2);}) + .attr("y", function(d){return (yScale(d.value[1]));}) + .attr("width", stackedBarWidth) + .attr("height", function(d){return (barScale(d.value[1]-d.value[0]));}) + .attr("fill",function(d){return colorLegend(d.key);}); + //layerss.exit().remove(); + layerss.merge(new_layers); + yAxis.call(d3.axisLeft(yScale)); + + }); +} + +function bar_graph(){ + layersArea = mainArea.append("g") + .attr("class", "layers"); + layers = layersArea.selectAll(".layer") + .data(data) + .enter().append("g") + .attr("class", function (d) { return "layer " + seriesClass(d.name); }); + + layers.selectAll("rect").data(function (d) { return d.values; }) + .enter().append("rect") + .attr("x", stackedBarX) + .attr("y", height) + .attr("width", stackedBarWidth) + .attr("height", 0) + .call(transitionStackedBars) + ; + +} + +function findnei(a,key,av){ + var nei=[]; + if (key[1])//virtual node + { + if (a[a[2]][a[0]]>0){//virtual node next + a[a[2]][a[0]] -=av; + a[a[0]][a[2]] -=av; + nei.push(key); + }else{ + nei.push([a[0],false,a[2]]); + } + }else{ + for (var i=0;i0){ + if (a[key[0]][i]>av) + nei.push([i,true,key[0]]);// virtual node + else + nei.push([i,false,key[0]]); + a[key[0]][i]-=av; + a[i][key[0]]-=av; + } + } + } + return nei; +} + +function init(m,n){ + var ar= []; + for (var i = 0; i < m; i++) { + var art=[]; + for (var j = 0; j < n; j++) { + art.push(0); + } + ar.push(art); + } + return ar; + } + +function init_empty(m){ + var ar= []; + for (var i = 0; i < m; i++) { + var art=[]; + ar.push(art); + } + return ar; + } + +function a_array(ee){ + var a = init(ee.nodes.length,ee.nodes.length); + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + }); + a[ii][jj]=e.value; + a[jj][ii]=e.value; + }); + return a; +} + +function a_array_av(ee){ + var a = init_empty(ee.nodes.length); + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + }); + sum = sum + (e.value); + a[ii].push({nei: jj,val: e.value}); + a[jj].push({nei: ii,val: e.value}); + + }); + return [a,sum/m]; +} + + + +function calculate_m(ee){ + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + }); + sum = sum+e.value; + + }); + return [sum]; +} + +function a_array_ext(arr,av){ + var l = arr.length; + for (var iii=0;iii1) + { + arr[iii][jjj].nei = arr.length; + arr[iii][jjj].val = av; + arr.push([{nei: iii, val: av},{nei: nei,val: av}]); + for (var z = 2; z av: "+av); + while (step.length!=graph.links.length){ + var alink_oc = copyA(alink_o); + //document.write("
old array size: "+alink_o[3][0].nei); + var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes + //document.write("
old array size: "+alink_o[3][0].nei); + var alink = alink_fix[0]; //fixed + // calculate + var ebs=init(num_n,num_n); + var max_ebs=[0,0,0]; + for (var s = 0; s < num_n; s++) { + var S=[]; + var Leaf=[]; + var Pathu=[]; + var Pathd=[]; + var d=[]; + var w=[]; + d[s]=0; + w[s]=1; + var Q=[]; + Q.push(s); + while (Q.length!=0){ + var i = Q.shift(); + S.push(i); + var l=Q.length; + //document.write("
"+i+": "); + alink[i].forEach(function(e){ + var j = e.nei; + if (d[j]==null){ + d[j]=d[i]+1; + w[j]=w[i]; + Q.push(j); + + if (i"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); + }); + if (Q.length ==l&&(i!=s)&&(i"+" - "+i+" - w:"+w[i]); + + document.write("
"+" --- u"); + if(Pathu[i]!=null) + Pathu[i].forEach(function(e){document.write("- "+e);}); + document.write("
"+" --- d"); + if(Pathd[i]!=null) + Pathd[i].forEach(function(e){document.write("- "+e);}); + };*/ + var eb=init(num_n,num_n); + //Leaf + while(Leaf.length!=0){ + var t=Leaf.pop(); + //document.write("
"+" -Leaf "+t); + while (Pathu[t].length!=0){ + var i = Pathu[t].pop(); + eb[i][t] = w[i]/w[t]; + //eb[t][i] = w[i]/w[t]; + ebs[i][t] += w[i]/w[t]; + //ebs[t][i] += w[i]/w[t]; + if (ebs[i][t]>max_ebs[0]){ + max_ebs[0]=ebs[i][t]; + max_ebs[1]=i; + max_ebs[2]=t; + } + } + } + //document.write("
"+" ----- "); + //document.write("
"+S); + //cont + while (S.length!=0){ + var j = S.pop(); + if (j -- "+j); + var sumb=1; + while (Pathd[j].length!=0){ + var jj = Pathd[j].pop(); + sumb+=eb[j][jj]; + } + if (Pathu[j]!=null) + { + while (Pathu[j].length!=0){ + var i = Pathu[j].pop(); + eb[i][j]=w[i]/w[j]*sumb; + //eb[j][i]=w[i]/w[j]*sumb; + ebs[i][j]+=w[i]/w[j]*sumb; + //ebs[j][i]+=w[i]/w[j]*sumb; + if (ebs[i][j]>max_ebs[0]){ + max_ebs[0]=ebs[i][j]; + max_ebs[1]=i; + max_ebs[2]=j; + //document.write("
"+"max "+ max_ebs); + } + } + } + } + } + } + } + if (max_ebs[0]!=0){ + step.push([max_ebs[1],max_ebs[2]]); + av = av*num_l; + //document.write("
"+"max "+ max_ebs[0]); + for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); + if (alink_o[max_ebs[1]][i].nei== max_ebs[2]){ + av = av - alink_o[max_ebs[1]][i].val; + num_l--; + av = av/num_l; + alink_o[max_ebs[1]].splice(i,1); + break; + } + } + + for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); + if (alink_o[max_ebs[2]][i].nei== max_ebs[1]){ + alink_o[max_ebs[2]].splice(i,1); + break; + } + } + } + //document.write("----step: "+ step+" av"+av+"
"); + } + return step; +} + +function Q_init(A,m,a_e){ + var n = A.length; + var Q = 0; + for (var i = 0;i new group + //Q + Q_t += delta_Q(grouping[g1][0],grouping[g2][0],m,A,a_e); + Q.push(Q_t); + //move + grouping.splice(g1,1,grouping[g1].concat(grouping[g2])); + grouping.splice(g2,1); + var hi_t=[]; + hi_t.push(hi[g1]); + hi_t.push(hi[g2]); + hi[g1]={name: li,children: hi_t,depth: lv, Q: Q_t}; + hi.splice(g2,1); + //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); + }else{ + // 1 element + 1 group -> new group + var li_t= li; + if (g2==-1){// li[1] is new element + li_t[0]=li_t[1]; + }else{ + g1=g2; + } + //Q + Q_t += delta_Q(grouping[g1][0],li[0],m,A,a_e); + Q.push(Q_t); + //move + grouping[g1].push(li[0]); + hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; + hi[g1].children.push({name: graph.nodes[li_t[0]].name!=null?graph.nodes[li_t[0]].name:graph.nodes[li_t[0]].id , depth: 0}); + //document.write("case 2 "+JSON.stringify(hi)+"
"); + } + }else{ + if (g1==-1) + { + lv++; + //Q + Q_t += delta_Q(li[0],li[1],m,A,a_e); + Q.push(Q_t); + //move + grouping.push(li); + hi.push({name: li,children: [{name: graph.nodes[li[0]].name!=null?graph.nodes[li[0]].name:graph.nodes[li[0]].id, depth: 0},{name: graph.nodes[li[1]].name!=null?graph.nodes[li[1]].name:graph.nodes[li[1]].id, depth: 0}], depth: lv, Q: Q_t}); + //document.write("case 3 "+JSON.stringify(hi)+"
"); + } + } + } + if (hi.length==1){ + return [hi[0],Q]; + } + else{ + hi[0]={name: "join all",children: [hi[0]],depth: lv+1, Q: Q_t}; + while (grouping.length != 1){ + Q_t += delta_Q(grouping[0][0],grouping[1][0],m,A,a_e); + grouping.splice(0,1,grouping[0].concat(grouping[1])); + grouping.splice(1,1); + hi[0].children.push(hi[1]); + hi.splice(1,1); + } + + Q.push(Q_t); + return [hi[0],Q]; + } +} + From c5f2f24138df7878916b4a2c5e38443c7627fe8d Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 17:03:41 +0700 Subject: [PATCH 29/80] update feature - update graph - update save file - update animation and none animation --- scripts/summary.js | 173 ++++++++++++++++++++++++++++++++++----------- 1 file changed, 130 insertions(+), 43 deletions(-) diff --git a/scripts/summary.js b/scripts/summary.js index 46d470e..8d0dca2 100644 --- a/scripts/summary.js +++ b/scripts/summary.js @@ -1,4 +1,4 @@ -var margin = {top: 50, right: 50, bottom: 100, left: 50}; +var margin = {top: 50, right: 50, bottom: 100, left: 100}; var width = (window.innerWidth || document.documentElement.clientWidth || document.body.clientWidth) - margin.left; @@ -14,27 +14,49 @@ var seriesNames = ["Betweenness edge", "Modularity Q"]; var numSeries = seriesNames.length; var numSamples = 3; var data = []; -var changeChartMode="stacked", +var chartMode="stacked", + name_file = filelist[0].name, + mtitle = {top: 10, right: margin.right, bottom: 10, left: margin.left}, + stitle = {width: (width-margin.right), height: (30+mtitle.top+mtitle.bottom)}, containerWidth = width-margin.right, - containerHeight = height-margin.bottom, + containerHeight = height-margin.bottom-stitle.height, + //-----Legend ----------------- paddingBetweenLegendSeries = 5, legendSeriesBoxX = 0, legendSeriesBoxY = 0, legendSeriesBoxWidth = 15, legendSeriesBoxHeight = 15, legendSeriesHeight = legendSeriesBoxHeight + paddingBetweenLegendSeries, - legendSeriesLabelX = -5, - legendSeriesLabelY = legendSeriesBoxHeight / 2, - legendMargin = 20, - legendX = containerWidth - legendSeriesBoxWidth - legendMargin, - legendY = legendMargin + legendSeriesLabelX = legendSeriesBoxWidth+5, + legendSeriesLabelY = legendSeriesHeight / 2, + legendMargin = {x:30,y:10}, + //legendX = containerWidth - legendSeriesBoxWidth - legendMargin, + //legendY = legendMargin, + legendX = legendMargin.x+margin.left, + legendY = legendMargin.y+margin.top, + legendSeriesMax = legendSeriesHeight*seriesNames.length, + legendScale_per = legendSeriesMax/containerHeight, maxStackY = 0, - stackedBarWidth = 0; + stackedBarWidth = 0, + animation_time = 4000, + animation_time_per = 20; var colorLegend = d3.scaleOrdinal(d3.schemeCategory10); + var svg =d3.select("#chart") .attr("width",width) .attr("height",height); +var titleArea = svg.append("g") + .attr("class", "title") + .attr("width",stitle.width) + .attr("height",stitle.height) + .attr("transform", "translate(" + mtitle.left + "," + mtitle.top + ")"); + +var title_text = titleArea + .append("text") + .attr("x",stitle.width/2) + .attr("y",stitle.height/2) + .text("Computing time for betweenness edge and Modularity - VIS"); var mainArea = svg.append("g") .attr("class", "main-area") @@ -57,6 +79,15 @@ var xAxis = mainArea.append("g") var yAxis = mainArea.append("g") .attr("class", "axis axis--x"); +svg.append("text") + .attr("class","graph-title") + .attr("transform", "translate("+ [margin.left/2, margin.top+containerHeight/2] +")rotate(-90)") // text is drawn off the screen top left, move down and out and rotate + .text("Computing Time - ms"); + +svg.append("text") + .attr("class","graph-title") + .attr("transform", "translate("+ [margin.left+containerWidth/2, margin.top+height-margin.bottom/2-10] +")") // text is drawn off the screen top left, move down and out and rotate + .text("Computing Time - ms"); var legendSeries = svg.append("g") .attr("class", "legend") @@ -87,7 +118,8 @@ var layersArea = mainArea.append("g") var layers; -d3.selectAll(".js-stacked-chart-container input").on("change", changeChartMode); +d3.selectAll(".joint-toggle input").on("change", changeChartMode); +d3.select("#save_button").attr("onclick", "save_file()"); d3.queue().defer(updateData,"vis").awaitAll(function(error, results) { if (error) throw error; @@ -103,8 +135,8 @@ var yAxis = d3.svg.axis() .orient("left");*/ function updateData(value) { - data = []; - layersArea.selectAll("g").remove().transition(); + name_file=value; + title_text.text("Computing time for betweenness edge and Modularity - "+value.toUpperCase()) var list_o = filelist.filter(function(n,i){ if (n.name==value){ return n; @@ -116,7 +148,7 @@ function updateData(value) { }); var min_v=d3.min(list_o[0].list); var max_v=d3.max(list_o[0].list); - var min_d=max_v-min_v; + var min_d=list_o[0].list[0]; for (var tm=1;tm data_temp.values[1].value[1] ? maxStackY : data_temp.values[1].value[1]); - yScale.domain([0, maxStackY]); - barScale.domain([0, maxStackY]); - var t = d3.transition() - .duration(750); + + yScale.domain([0, maxStackY*(1+legendScale_per)]); + barScale.domain([0, maxStackY*(1+legendScale_per)]); + var old_layer = layersArea.selectAll(".layer").data(data).enter(); - old_layer.selectAll("rect").attr("y", function(d){return (yScale(d.value[1]));}) - .attr("height", function(d){return (barScale(d.value[1]-d.value[0]));}) - .transition(t); + old_layer.selectAll("rect").call(transition_animation); data.push(data_temp); //new_layers.remove(); @@ -194,34 +249,66 @@ function read_json(value,e,count){ layerss .attr("class",function(d){return d.key; }) .attr("x", function(d){return (xScale(e)-stackedBarWidth/2);}) - .attr("y", function(d){return (yScale(d.value[1]));}) + .attr("y", height-margin.bottom) .attr("width", stackedBarWidth) - .attr("height", function(d){return (barScale(d.value[1]-d.value[0]));}) - .attr("fill",function(d){return colorLegend(d.key);}); + .attr("height", 0) + .attr("fill",function(d){return colorLegend(d.key);}) + .call(transition_animation); //layerss.exit().remove(); layerss.merge(new_layers); - yAxis.call(d3.axisLeft(yScale)); + yAxis.call(transition_axis); }); } -function bar_graph(){ - layersArea = mainArea.append("g") - .attr("class", "layers"); - layers = layersArea.selectAll(".layer") - .data(data) - .enter().append("g") - .attr("class", function (d) { return "layer " + seriesClass(d.name); }); - - layers.selectAll("rect").data(function (d) { return d.values; }) - .enter().append("rect") - .attr("x", stackedBarX) - .attr("y", height) - .attr("width", stackedBarWidth) - .attr("height", 0) - .call(transitionStackedBars) - ; +function transition_animation (selection){ + selection.transition() + .duration(animation_time) + .delay(function (d,i) { return i * animation_time_per; }) + .attr("y", function(d){return (yScale(d.value[1]));}) + .attr("height", function(d){return (barScale(d.value[1]-d.value[0]));}); +} + +function transition_axis (selection){ + selection.transition() + .duration(animation_time) + .delay(function (d,i) { return i * animation_time_per; }) + .call(d3.axisLeft(yScale)); +} + +function changeChartMode() { + console.log(this.name); + if (this.name==="animate"){ + if (this.value==="yes") + { + animation_time=4000; + animation_time_per=20; + }else{ + animation_time=0; + animation_time_per=0; + } + }else{ + chartMode = this.value; + if (chartMode === "stacked") { + //stackBars(); + } + else { + //groupBars(); + } + } +} + +function save_file() { + console.log(data); + try { + var isFileSaverSupported = !!new Blob; + var json_S = JSON.stringify(data); + var file = new Blob([json_S],{type: "application/json"}); + saveAs(file,name_file+"_time.json"); + } catch (e) { + console.log("file save error: "+e); + } } function findnei(a,key,av){ From adcfe2c85d7aad0470a4e72658c0911fd4ef495a Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 17:03:57 +0700 Subject: [PATCH 30/80] Update summary.html --- summary.html | 152 ++++++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 137 insertions(+), 15 deletions(-) diff --git a/summary.html b/summary.html index 0b50cc5..4f262af 100644 --- a/summary.html +++ b/summary.html @@ -35,6 +35,25 @@ .stacked-chart .clickable { cursor: pointer; } +.stacked-chart .title{ + position: :absolute; +} +.stacked-chart .title text{ + font: 20px sans-serif; + font-weight: bold; + fill: firebrick ; + text-anchor: middle; + alignment-baseline: central; + +} + +.stacked-chart .graph-title{ + font: 15px sans-serif; + font-weight: bold; + text-anchor: middle; + fill: steelblue; + alignment-baseline: middle; +} .stacked-chart-container .tooltip { position: absolute; @@ -148,26 +167,128 @@ .stacked-chart .series-label { fill: black; - text-anchor: end; + text-anchor: start; alignment-baseline: central; } - +label { + padding:0.4em 2em 0.4em 0; +} - +.button_s1 { + text-align:centre; + float: right; + color:#000; + background-color:#FFF; + border-radius:10px; + display:inline-block; + border:solid 1px #CCC; + cursor:pointer; + margin:0px 0; + padding:0.2em 1em; + border-right-color:white; + border-right:solid 1px #CCC; + font-size:0.8em; +} +.button_s1:hover { + border:solid 1px #a0d5dc !important; + background:#f1fdfe; +} + +.toggle-btn-grp { + margin:0px 0; +} + +.toggle-btn { + text-align:centre; + margin:5px 2px; + padding:0.4em 3em; + color:#000; + background-color:#FFF; + border-radius:10px; + display:inline-block; + border:solid 1px #CCC; + cursor:pointer; +} + +.toggle-btn-grp.joint-toggle .toggle-btn { + margin:0px 0; + padding:0.4em 2em; + border-radius:0; + border-right-color:white; +} +.toggle-btn-grp.joint-toggle .toggle-btn:first-child { + margin-left:2px; + border-radius: 10px 0px 0px 10px; + border-right:solid 1px #CCC; +} +.toggle-btn-grp.joint-toggle .toggle-btn:last-child { + margin-right:2px; + border-radius: 0px 10px 10px 0px; + border-right:solid 1px #CCC; +} +.toggle-btn:hover { + border:solid 1px #a0d5dc !important; + background:#f1fdfe; +} + +.toggle-btn.success { + background:lightgreen; + border:solid 1px green !important; +} + + +.visuallyhidden { + border: 0; + clip: rect(0 0 0 0); + height: 1px; + margin: -1px; + overflow: hidden; + padding: 0; + position: absolute; + width: 1px; +} +.visuallyhidden.focusable:active, .visuallyhidden.focusable:focus { + clip: auto; + height: auto; + margin: 0; + overflow: visible; + position: static; + width: auto; +} + + + -
-
-
- - -
- +
+ +
+ + +
+
+ + +
+ + + +
+
@@ -186,8 +307,9 @@ + - \ No newline at end of file + From c2fdd77ec6eecc4b0a15537214e680fa5731d745 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 21:54:57 +0700 Subject: [PATCH 31/80] finish static data --- scripts/summary.js | 71 ++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 66 insertions(+), 5 deletions(-) diff --git a/scripts/summary.js b/scripts/summary.js index 8d0dca2..92f0575 100644 --- a/scripts/summary.js +++ b/scripts/summary.js @@ -120,8 +120,9 @@ var layers; d3.selectAll(".joint-toggle input").on("change", changeChartMode); d3.select("#save_button").attr("onclick", "save_file()"); - -d3.queue().defer(updateData,"vis").awaitAll(function(error, results) { +d3.select("#try_button").attr("onclick","updateData(name_file)"); +d3.select("#name_file").attr("onchange","readData(value)"); +d3.queue().defer(readData,"vis").awaitAll(function(error, results) { if (error) throw error; console.log(results); }); @@ -133,10 +134,66 @@ d3.queue().defer(updateData,"vis").awaitAll(function(error, results) { var yAxis = d3.svg.axis() .scale(yScale) .orient("left");*/ +function readData(value) { + d3.json("data/"+value.toUpperCase()+"_time.json", function(error, data_raw) { + if (error) throw error; + title_text.text("Computing time for betweenness edge and Modularity - "+value.toUpperCase()); + earse_chart (); + data = data_raw; + var data_num = data_raw.length; + maxStackY = 0; + var min_v = data_raw[0].id; + var max_v = data_raw[0].id; + var min_d = min_v; + var old_val = 0; + var list_data = [0]; + data_raw.forEach(function(e,i){ + maxStackY = (maxStackY > e.values[1].value[1] ? maxStackY : e.values[1].value[1]); + var dis = e.id-old_val; + min_d = min_d < dis ? min_d : dis; + min_v = min_v < e.id ? min_v : e.id; + max_v = max_v > e.id ? max_v : e.id; + old_val = e.id; + list_data.push(e.id); + }); + var min_s = min_d*2/3; + xScale.domain([0, max_v+min_d/2]); + xAxis.call(d3.axisBottom(xScale) + .tickValues(list_data) + ); + stackedBarWidth = containerWidth/((max_v-0+min_d/2)/min_s); + + yScale.domain([0, maxStackY*(1+legendScale_per)]); + barScale.domain([0, maxStackY*(1+legendScale_per)]); + + + var new_layers = layersArea.selectAll(".layer").data(data_raw); + + var newer = new_layers.enter().append("g") + .attr("class", function(d){return d.id;}); + + var layerss = newer + .selectAll("rect") + .data(function (d) { d.values.forEach(function(e){e.value.push(d.id);}); + return d.values; }) + .enter().append("rect"); + layerss + .attr("class",function(d){return d.key; }) + .attr("x", function(d){return (xScale(d.value[2])-stackedBarWidth/2);}) + .attr("y", height-margin.bottom) + .attr("width", stackedBarWidth) + .attr("height", 0) + .attr("fill",function(d){return colorLegend(d.key);}) + .call(transition_animation); + //layerss.exit().remove(); + yAxis.call(transition_axis); + }); +} function updateData(value) { + d3.select("#try_button").style("background-color","lightsteelblue" ); name_file=value; - title_text.text("Computing time for betweenness edge and Modularity - "+value.toUpperCase()) + title_text.text("Computing time for betweenness edge and Modularity - "+value.toUpperCase()); var list_o = filelist.filter(function(n,i){ if (n.name==value){ return n; @@ -148,7 +205,7 @@ function updateData(value) { }); var min_v=d3.min(list_o[0].list); var max_v=d3.max(list_o[0].list); - var min_d=list_o[0].list[0]; + var min_d=min_v; for (var tm=1;tm Date: Mon, 22 Aug 2016 21:55:36 +0700 Subject: [PATCH 32/80] Add files via upload --- summary.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/summary.html b/summary.html index 4f262af..fc4eed3 100644 --- a/summary.html +++ b/summary.html @@ -272,7 +272,7 @@
- @@ -312,4 +312,4 @@ - + \ No newline at end of file From 462766819a081c5c20ae6ae26d05afa736acdf7e Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 21:56:21 +0700 Subject: [PATCH 33/80] add static data --- data/imdb_time.json | 1 + data/vis_time.json | 1 + 2 files changed, 2 insertions(+) create mode 100644 data/imdb_time.json create mode 100644 data/vis_time.json diff --git a/data/imdb_time.json b/data/imdb_time.json new file mode 100644 index 0000000..2289f4f --- /dev/null +++ b/data/imdb_time.json @@ -0,0 +1 @@ +[{"id":79,"values":[{"key":"Betweenness edge","value":[0,494.9349999999977]},{"key":"Modularity Q","value":[494.9349999999977,520.3400000000001]}]},{"id":102,"values":[{"key":"Betweenness edge","value":[0,1575.494999999999]},{"key":"Modularity Q","value":[1575.494999999999,1616.704999999998]}]},{"id":125,"values":[{"key":"Betweenness edge","value":[0,15990.275000000001]},{"key":"Modularity Q","value":[15990.275000000001,16115.724999999999]}]},{"id":171,"values":[{"key":"Betweenness edge","value":[0,25950.305]},{"key":"Modularity Q","value":[25950.305,26228.03]}]}] \ No newline at end of file diff --git a/data/vis_time.json b/data/vis_time.json new file mode 100644 index 0000000..91ce2b0 --- /dev/null +++ b/data/vis_time.json @@ -0,0 +1 @@ +[{"id":30,"values":[{"key":"Betweenness edge","value":[0,46.64999999999998]},{"key":"Modularity Q","value":[46.64999999999998,51.53499999999997]}]},{"id":51,"values":[{"key":"Betweenness edge","value":[0,127.625]},{"key":"Modularity Q","value":[127.625,136.31]}]},{"id":100,"values":[{"key":"Betweenness edge","value":[0,1980.605]},{"key":"Modularity Q","value":[1980.605,2031.8449999999998]}]}] \ No newline at end of file From a6be932a55f855f0ca24746cba7f92cca54b3ed7 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 23:16:48 +0700 Subject: [PATCH 34/80] fix legend name and axis pos --- scripts/summary.js | 29 +++++++++++++++-------------- 1 file changed, 15 insertions(+), 14 deletions(-) diff --git a/scripts/summary.js b/scripts/summary.js index 92f0575..d8dd83f 100644 --- a/scripts/summary.js +++ b/scripts/summary.js @@ -1,4 +1,4 @@ -var margin = {top: 50, right: 50, bottom: 100, left: 100}; +var margin = {top: 50, right: 50, bottom: 80, left: 100}; var width = (window.innerWidth || document.documentElement.clientWidth || document.body.clientWidth) - margin.left; @@ -16,9 +16,9 @@ var numSamples = 3; var data = []; var chartMode="stacked", name_file = filelist[0].name, - mtitle = {top: 10, right: margin.right, bottom: 10, left: margin.left}, + mtitle = {top: 10, right: margin.right, bottom: 30, left: margin.left}, stitle = {width: (width-margin.right), height: (30+mtitle.top+mtitle.bottom)}, - containerWidth = width-margin.right, + containerWidth = width-margin.left-margin.right, containerHeight = height-margin.bottom-stitle.height, //-----Legend ----------------- paddingBetweenLegendSeries = 5, @@ -33,7 +33,7 @@ var chartMode="stacked", //legendX = containerWidth - legendSeriesBoxWidth - legendMargin, //legendY = legendMargin, legendX = legendMargin.x+margin.left, - legendY = legendMargin.y+margin.top, + legendY = legendMargin.y+stitle.height, legendSeriesMax = legendSeriesHeight*seriesNames.length, legendScale_per = legendSeriesMax/containerHeight, maxStackY = 0, @@ -62,19 +62,20 @@ var mainArea = svg.append("g") .attr("class", "main-area") .attr("width",containerWidth) .attr("height",containerHeight) - .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + .attr("transform", "translate(" + margin.left + "," + stitle.height + ")"); var xScale = d3.scaleLinear() - .range([0, width-margin.right]); + .range([0, containerWidth]); var yScale = d3.scaleLinear() - .range([height-margin.bottom, 0]); + .range([containerHeight, 0]); + var barScale = d3.scaleLinear() - .range([0,height-margin.bottom]); + .range([0,containerHeight]); var xAxis = mainArea.append("g") .attr("class", "axis axis--x") - .attr("transform", "translate(" + [0,height-margin.bottom] + ")"); + .attr("transform", "translate(" + [0,containerHeight] + ")"); var yAxis = mainArea.append("g") .attr("class", "axis axis--x"); @@ -86,8 +87,8 @@ svg.append("text") svg.append("text") .attr("class","graph-title") - .attr("transform", "translate("+ [margin.left+containerWidth/2, margin.top+height-margin.bottom/2-10] +")") // text is drawn off the screen top left, move down and out and rotate - .text("Computing Time - ms"); + .attr("transform", "translate("+ [margin.left+containerWidth/2, height-margin.bottom/2] +")") // text is drawn off the screen top left, move down and out and rotate + .text("Number of samples"); var legendSeries = svg.append("g") .attr("class", "legend") @@ -161,7 +162,7 @@ function readData(value) { xAxis.call(d3.axisBottom(xScale) .tickValues(list_data) ); - stackedBarWidth = containerWidth/((max_v-0+min_d/2)/min_s); + stackedBarWidth = containerWidth/(max_v+min_d/2)*min_s; yScale.domain([0, maxStackY*(1+legendScale_per)]); barScale.domain([0, maxStackY*(1+legendScale_per)]); @@ -181,7 +182,7 @@ function readData(value) { layerss .attr("class",function(d){return d.key; }) .attr("x", function(d){return (xScale(d.value[2])-stackedBarWidth/2);}) - .attr("y", height-margin.bottom) + .attr("y", containerHeight) .attr("width", stackedBarWidth) .attr("height", 0) .attr("fill",function(d){return colorLegend(d.key);}) @@ -310,7 +311,7 @@ function read_json(value,e,count){ layerss .attr("class",function(d){return d.key; }) .attr("x", function(d){return (xScale(e)-stackedBarWidth/2);}) - .attr("y", height-margin.bottom) + .attr("y", containerHeight) .attr("width", stackedBarWidth) .attr("height", 0) .attr("fill",function(d){return colorLegend(d.key);}) From 5bfde1f7b9ef34650da9b8a771b1f4dd80d7ba31 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 22 Aug 2016 23:19:37 +0700 Subject: [PATCH 35/80] fix minor error --- scripts/summary.js | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/summary.js b/scripts/summary.js index d8dd83f..83d0100 100644 --- a/scripts/summary.js +++ b/scripts/summary.js @@ -136,6 +136,7 @@ var yAxis = d3.svg.axis() .scale(yScale) .orient("left");*/ function readData(value) { + name_file = value; d3.json("data/"+value.toUpperCase()+"_time.json", function(error, data_raw) { if (error) throw error; title_text.text("Computing time for betweenness edge and Modularity - "+value.toUpperCase()); From ba6c20c5d844952fbb471318cf612a68a6f25152 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Thu, 25 Aug 2016 23:16:03 +0700 Subject: [PATCH 36/80] Add files via upload --- scripts/main.js | 30 ++++++++++++++++++------------ 1 file changed, 18 insertions(+), 12 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index 278c6f6..9784c87 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -97,8 +97,12 @@ var node; var roots; var tree_deep_cv; var radius = 6; +/* +<<<<<<< HEAD -d3.json("data/imdb125.json", function(error, graph) { +======= +>>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ +d3.json("data/windsufers.json", function(error, graph) { if (error) throw error; var num_n = graph.nodes.length; var start_time = performance.now(); @@ -142,6 +146,7 @@ var end_time_t = performance.now(); .enter().append("g") .attr("class", " node--leaf") .attr("transform", function(d) { return "translate(" + [tree_deep(d.data.depth), d.x] + ")"; }); + console.log(roots.leaves().length); node2.append("circle") .attr("r", resize*4) .attr("fill", function(d) { return color(1) }); @@ -284,7 +289,6 @@ var end_time_t = performance.now(); .text(function(d) { return d.name!=null?d.name:d.id; }); simulation.force("charge", d3.forceManyBody().strength(function(){return -wgroup/graph.nodes.length})); - simulation .nodes(graph.nodes) .on("tick", ticked); @@ -375,7 +379,8 @@ var end_time_t = performance.now(); .attr("y1",0) .attr("x2",-x_range(x0)) .attr("y2",0); - //d.x2 = d.x1; + //d.x2 = d.x1; + clusterbox.select("text").text("# of clusters : "+(x0+1)+" | Q : "+Math.round((tree_hi[1][tree_hi[1].length-x0])*1000)/1000); } function dragended_bar(d) { @@ -518,7 +523,7 @@ function a_array(ee){ ee.links.forEach(function(e){ var ii=0; var jj=0; - ee.nodes.filter(function(n,i){ + ee.nodes.forEach(function(n,i){ if (e.source==n.id) ii=i; else @@ -561,17 +566,17 @@ function calculate_m(ee){ ee.links.forEach(function(e){ var ii=0; var jj=0; - ee.nodes.filter(function(n,i){ + /*ee.nodes.filter(function(n,i){ if (e.source==n.id) ii=i; else if (e.target==n.id) jj=i; - }); + });*/ sum = sum+e.value; }); - return [sum]; + return sum; } function a_array_ext(arr,av){ @@ -609,9 +614,9 @@ function finditem(grouping,li,graph){ var g2=-1; for (var i=0;(i Date: Thu, 25 Aug 2016 23:17:08 +0700 Subject: [PATCH 37/80] Add files via upload --- data/Jazz musicians.json | 1 + data/kangaroo.json | 1 + data/karate.json | 18 ++++++++++++++++++ 3 files changed, 20 insertions(+) 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\ No newline at end of file From 3b40e7b25a83b401718c8d70a72e417124995b45 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sat, 27 Aug 2016 20:22:57 +0700 Subject: [PATCH 38/80] Add files via upload --- scripts/main.js | 127 ++++++++++++++++++++++++++++++++---------------- 1 file changed, 86 insertions(+), 41 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index 9784c87..70b81b5 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -102,7 +102,8 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ -d3.json("data/windsufers.json", function(error, graph) { +//d3.json("data/karate.json", function(error, graph) { + d3.json("data/football.json", function(error, graph) { if (error) throw error; var num_n = graph.nodes.length; var start_time = performance.now(); @@ -146,7 +147,7 @@ var end_time_t = performance.now(); .enter().append("g") .attr("class", " node--leaf") .attr("transform", function(d) { return "translate(" + [tree_deep(d.data.depth), d.x] + ")"; }); - console.log(roots.leaves().length); + //console.log(roots.leaves().length); node2.append("circle") .attr("r", resize*4) .attr("fill", function(d) { return color(1) }); @@ -588,19 +589,23 @@ function a_array_ext(arr,av){ var nei = arr[iii][jjj].nei; if (n>1) { - arr[iii][jjj].nei = arr.length; - arr[iii][jjj].val = av; - arr.push([{nei: iii, val: av},{nei: nei,val: av}]); + arr[iii][jjj] = {nei: arr.length, val: av, ori:nei}; + //arr[iii][jjj].nei = arr.length; + //arr[iii][jjj].val = av; + + arr.push([{nei: iii, val: av,ori:nei},{nei: nei,val: av,ori:iii}]); for (var z = 2; z av: "+av); while (step.length!=graph.links.length){ - var alink_oc = copyA(alink_o); + //var alink_oc = copyA(alink_o); //document.write("
old array size: "+alink_o[3][0].nei); - var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes + //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes //document.write("
old array size: "+alink_o[3][0].nei); - var alink = alink_fix[0]; //fixed + //var alink = alink_fix[0]; //fixed // calculate var ebs=init(num_n,num_n); var max_ebs=[0,0,0]; @@ -675,10 +681,10 @@ function between_e(graph){ Q.push(s); while (Q.length!=0){ var i = Q.shift(); - S.push(i); + if (i"+i+": "); - alink[i].forEach(function(e){ + alink_fix[i].forEach(function(e,indd){ var j = e.nei; if (d[j]==null){ d[j]=d[i]+1; @@ -696,10 +702,10 @@ function between_e(graph){ }else{ Pathu[j]=Pathu[i]; if (j"+" -Leaf "+t); while (Pathu[t].length!=0){ var i = Pathu[t].pop(); - eb[i][t] = w[i]/w[t]; - //eb[t][i] = w[i]/w[t]; + eb[i][t] += w[i]/w[t]; + eb[t][i] += w[i]/w[t]; ebs[i][t] += w[i]/w[t]; - //ebs[t][i] += w[i]/w[t]; + ebs[t][i] += w[i]/w[t]; + //console.log(ebs[i][t]); if (ebs[i][t]>max_ebs[0]){ max_ebs[0]=ebs[i][t]; max_ebs[1]=i; max_ebs[2]=t; } + if (ebs[t][i]>max_ebs[0]){ + max_ebs[0]=ebs[t][i]; + max_ebs[1]=t; + max_ebs[2]=i; + } + } - } + }*/ //document.write("
"+" ----- "); //document.write("
"+S); //cont + S.splice(0,1); while (S.length!=0){ var j = S.pop(); + //console.log(d[j]); if (jmax_ebs[0]){ max_ebs[0]=ebs[i][j]; max_ebs[1]=i; max_ebs[2]=j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); //document.write("
"+"max "+ max_ebs); } + } } } + else{ + while (Pathu[j].length!=0){ + var i = Pathu[j].pop(); + eb[i][j] = w[i]/w[j]; + //eb[j][i] += w[i]/w[j]; + ebs[i][j] += w[i]/w[j]; + // ebs[j][i] += w[i]/w[j]; + if (ebs[i][j]>max_ebs[0]){ + max_ebs[0]=ebs[i][j]; + max_ebs[1]=i; + max_ebs[2]=j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + } + + } + } } } + //console.log("----end---- "+s); } if (max_ebs[0]!=0){ step.push([max_ebs[1],max_ebs[2]]); - av = av*num_l; + //av = av*num_l; //document.write("
"+"max "+ max_ebs[0]); - for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); - if (alink_o[max_ebs[1]][i].nei== max_ebs[2]){ - av = av - alink_o[max_ebs[1]][i].val; - num_l--; - av = av/num_l; - alink_o[max_ebs[1]].splice(i,1); + if (alink_fix[max_ebs[1]][i].nei== max_ebs[2]||alink_fix[max_ebs[1]][i].ori== max_ebs[2]){ + //av = av - alink_o[max_ebs[1]][i].val; + //num_l--; + //av = av/num_l; + alink_fix[max_ebs[1]].splice(i,1); break; } } - for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); - if (alink_o[max_ebs[2]][i].nei== max_ebs[1]){ - alink_o[max_ebs[2]].splice(i,1); + if (alink_fix[max_ebs[2]][i].nei== max_ebs[1]||alink_fix[max_ebs[2]][i].ori== max_ebs[1]){ + alink_fix[max_ebs[2]].splice(i,1); break; } } } - //document.write("----step: "+ step+" av"+av+"
"); + //console.log("----step: "+ step+" av"+av+"
"); } return step; } @@ -837,15 +882,15 @@ function delta_Q(i,j,m,A,a_e){ A[j][j] = 0; A[j][i] = 0; A[i][j] = 0; - var sum = A[i][i]; + var sum = 0; for (var k = 0;k Date: Sat, 27 Aug 2016 20:23:12 +0700 Subject: [PATCH 39/80] Add files via upload --- convert.html | 183 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 183 insertions(+) create mode 100644 convert.html diff --git a/convert.html b/convert.html new file mode 100644 index 0000000..4198f24 --- /dev/null +++ b/convert.html @@ -0,0 +1,183 @@ + + + + + \ No newline at end of file From 5426af82371bd4d12f69c88eee8c8666945abeae Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sat, 27 Aug 2016 20:35:38 +0700 Subject: [PATCH 40/80] Add files via upload --- data/football.json | 1 + 1 file changed, 1 insertion(+) create mode 100644 data/football.json diff --git a/data/football.json b/data/football.json new file mode 100644 index 0000000..151739b --- /dev/null +++ b/data/football.json @@ -0,0 +1 @@ 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+ } + }else{ + for (var i=0;i0){ + if (a[key[0]][i]>av) + nei.push([i,true,key[0]]);// virtual node + else + nei.push([i,false,key[0]]); + a[key[0]][i]-=av; + a[i][key[0]]-=av; + } + } + } + return nei; +} + +function init(m,n){ + var ar= []; + for (var i = 0; i < m; i++) { + var art=[]; + for (var j = 0; j < n; j++) { + art.push(0); + } + ar.push(art); + } + return ar; + } + +function init_empty(m){ + var ar= []; + for (var i = 0; i < m; i++) { + var art=[]; + ar.push(art); + } + return ar; + } + +function a_array(ee){ + var a = init(ee.nodes.length,ee.nodes.length); + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + ee.nodes.forEach(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + }); + a[ii][jj]=e.value; + a[jj][ii]=e.value; + }); + return a; +} + +function a_array_av(ee){ + var a = init_empty(ee.nodes.length); + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + }); + sum = sum + (e.value); + a[ii].push({nei: jj,val: e.value}); + a[jj].push({nei: ii,val: e.value}); + + }); + return [a,sum/m]; +} + + + +function calculate_m(ee){ + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function(e){ + var ii=0; + var jj=0; + /*ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + });*/ + sum = sum+e.value; + + }); + return sum; +} + +function a_array_ext(arr,av){ + var l = arr.length; + for (var iii=0;iii1) + { + arr[iii][jjj] = {nei: arr.length, val: av, ori:nei}; + //arr[iii][jjj].nei = arr.length; + //arr[iii][jjj].val = av; + + arr.push([{nei: iii, val: av,ori:nei},{nei: nei,val: av,ori:iii}]); + for (var z = 2; z av: "+av); + while (step.length!=graph.links.length){ + //var alink_oc = copyA(alink_o); + //document.write("
old array size: "+alink_o[3][0].nei); + //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes + //document.write("
old array size: "+alink_o[3][0].nei); + //var alink = alink_fix[0]; //fixed + // calculate + var ebs=init(num_n,num_n); + var max_ebs=[0,0,0]; + for (var s = 0; s < num_n; s++) { + var S=[]; + var Leaf=[]; + var Pathu=[]; + var Pathd=[]; + var d=[]; + var w=[]; + d[s]=0; + w[s]=1; + var Q=[]; + Q.push(s); + while (Q.length!=0){ + var i = Q.shift(); + if (i"+i+": "); + alink_fix[i].forEach(function(e,indd){ + var j = e.nei; + if (d[j]==null){ + d[j]=d[i]+1; + w[j]=w[i]; + Q.push(j); + + if (i"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); + }); + if (Q.length ==l&&(i!=s)&&(i"+" - "+i+" - w:"+w[i]); + + document.write("
"+" --- u"); + if(Pathu[i]!=null) + Pathu[i].forEach(function(e){document.write("- "+e);}); + document.write("
"+" --- d"); + if(Pathd[i]!=null) + Pathd[i].forEach(function(e){document.write("- "+e);}); + };*/ + var eb=init(num_n,num_n); + var gene =[]; + //Leaf + /*while(Leaf.length!=0){ + var t=Leaf.pop(); + console.log("list Leaf: "+t); + //S.filter(function(e,inde){if (e==t){ S.splice(inde,1); return;}}); + //document.write("
"+" -Leaf "+t); + while (Pathu[t].length!=0){ + var i = Pathu[t].pop(); + eb[i][t] += w[i]/w[t]; + eb[t][i] += w[i]/w[t]; + ebs[i][t] += w[i]/w[t]; + ebs[t][i] += w[i]/w[t]; + //console.log(ebs[i][t]); + if (ebs[i][t]>max_ebs[0]){ + max_ebs[0]=ebs[i][t]; + max_ebs[1]=i; + max_ebs[2]=t; + } + if (ebs[t][i]>max_ebs[0]){ + max_ebs[0]=ebs[t][i]; + max_ebs[1]=t; + max_ebs[2]=i; + } + + } + }*/ + //document.write("
"+" ----- "); + //document.write("
"+S); + //cont + S.splice(0,1); + while (S.length!=0){ + var j = S.pop(); + //console.log(d[j]); + if (j -- "+j); + var sumb=1; + while (Pathd[j].length!=0){ + var jj = Pathd[j].pop(); + sumb+=eb[j][jj]; + } + if (Pathu[j]!=null) + { + while (Pathu[j].length!=0){ + var i = Pathu[j].pop(); + eb[i][j]=w[i]/w[j]*sumb; + //eb[j][i]+=w[i]/w[j]*sumb; + ebs[i][j]+=w[i]/w[j]*sumb; + //ebs[j][i]+=w[i]/w[j]*sumb; + //console.log("3-9: "+ebs[3][9]+" 0-9: "+ebs[0][9]); + //console.log(ebs[i][t]); + if (ebs[i][j]>max_ebs[0]){ + max_ebs[0]=ebs[i][j]; + max_ebs[1]=i; + max_ebs[2]=j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + //document.write("
"+"max "+ max_ebs); + } + + } + } + } + else{ + while (Pathu[j].length!=0){ + var i = Pathu[j].pop(); + eb[i][j] = w[i]/w[j]; + //eb[j][i] += w[i]/w[j]; + ebs[i][j] += w[i]/w[j]; + // ebs[j][i] += w[i]/w[j]; + if (ebs[i][j]>max_ebs[0]){ + max_ebs[0]=ebs[i][j]; + max_ebs[1]=i; + max_ebs[2]=j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + } + + } + } + } + } + //console.log("----end---- "+s); + } + if (max_ebs[0]!=0){ + step.push([max_ebs[1],max_ebs[2]]); + //av = av*num_l; + //document.write("
"+"max "+ max_ebs[0]); + for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); + if (alink_fix[max_ebs[1]][i].nei== max_ebs[2]||alink_fix[max_ebs[1]][i].ori== max_ebs[2]){ + //av = av - alink_o[max_ebs[1]][i].val; + //num_l--; + //av = av/num_l; + alink_fix[max_ebs[1]].splice(i,1); + break; + } + } + + for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); + if (alink_fix[max_ebs[2]][i].nei== max_ebs[1]||alink_fix[max_ebs[2]][i].ori== max_ebs[1]){ + alink_fix[max_ebs[2]].splice(i,1); + break; + } + } + } + //console.log("----step: "+ step+" av"+av+"
"); + } + return step; +} + +function Q_init(A,m,a_e){ + var n = A.length; + var Q = 0; + for (var i = 0;i new group + //Q + Q_t += delta_Q(grouping[g1][0],grouping[g2][0],m,A,a_e); + Q.push(Q_t); + //move + grouping.splice(g1,1,grouping[g1].concat(grouping[g2])); + grouping.splice(g2,1); + var hi_t=[]; + hi_t.push(hi[g1]); + hi_t.push(hi[g2]); + hi[g1]={name: li,children: hi_t,depth: lv, Q: Q_t}; + hi.splice(g2,1); + //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); + }else{ + // 1 element + 1 group -> new group + var li_t= li; + if (g2==-1){// li[1] is new element + li_t[0]=li_t[1]; + }else{ + g1=g2; + } + //Q + Q_t += delta_Q(grouping[g1][0],li[0],m,A,a_e); + Q.push(Q_t); + //move + grouping[g1].push(li[0]); + hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; + hi[g1].children.push({name: graph.nodes[li_t[0]].name!=null?graph.nodes[li_t[0]].name:graph.nodes[li_t[0]].id , depth: 0}); + //document.write("case 2 "+JSON.stringify(hi)+"
"); + } + }else{ + if (g1==-1) + { + lv++; + //Q + Q_t += delta_Q(li[0],li[1],m,A,a_e); + Q.push(Q_t); + //move + grouping.push(li); + hi.push({name: li,children: [{name: graph.nodes[li[0]].name!=null?graph.nodes[li[0]].name:graph.nodes[li[0]].id, depth: 0},{name: graph.nodes[li[1]].name!=null?graph.nodes[li[1]].name:graph.nodes[li[1]].id, depth: 0}], depth: lv, Q: Q_t}); + //document.write("case 3 "+JSON.stringify(hi)+"
"); + } + } + } + if (hi.length==1){ + return [hi[0],Q]; + } + else{ + hi[0]={name: "join all",children: [hi[0]],depth: lv+1, Q: Q_t}; + while (grouping.length != 1){ + Q_t += delta_Q(grouping[0][0],grouping[1][0],m,A,a_e); + grouping.splice(0,1,grouping[0].concat(grouping[1])); + grouping.splice(1,1); + hi[0].children.push(hi[1]); + hi.splice(1,1); + } + + Q.push(Q_t); + return [hi[0],Q]; + } +} \ No newline at end of file diff --git a/scripts/summary.js b/scripts/summary.js index 83d0100..1a3326a 100644 --- a/scripts/summary.js +++ b/scripts/summary.js @@ -64,6 +64,9 @@ var mainArea = svg.append("g") .attr("height",containerHeight) .attr("transform", "translate(" + margin.left + "," + stitle.height + ")"); +var grid_line = mainArea.append("g") + .attr("class", "grid-lines"); + var xScale = d3.scaleLinear() .range([0, containerWidth]); @@ -83,7 +86,7 @@ var yAxis = mainArea.append("g") svg.append("text") .attr("class","graph-title") .attr("transform", "translate("+ [margin.left/2, margin.top+containerHeight/2] +")rotate(-90)") // text is drawn off the screen top left, move down and out and rotate - .text("Computing Time - ms"); + .text("Computing Time - s"); svg.append("text") .attr("class","graph-title") @@ -188,8 +191,16 @@ function readData(value) { .attr("height", 0) .attr("fill",function(d){return colorLegend(d.key);}) .call(transition_animation); + //layerss.exit().remove(); yAxis.call(transition_axis); + grid_line.selectAll(".grid-line").data(yScale.ticks()) + .enter().append("line") + .attr("class", "grid-line") + .attr("x1", 0) + .attr("x2", containerWidth) + .attr("y1", yScale) + .attr("y2", yScale); }); } function updateData(value) { @@ -212,7 +223,6 @@ function updateData(value) { var dis = list_o[0].list[tm]-list_o[0].list[tm-1]; min_d = min_d < dis ? min_d : dis; } - var count =0; var min_s = min_d*2/3; xScale.domain([0, max_v+min_d/2]); @@ -226,26 +236,18 @@ function updateData(value) { q.defer(earse_chart).defer(function(){data.splice(0);maxStackY=0;}); list_o[0].list.forEach(function(e){ - q.defer(read_json,value,e,count); - count++;}); + q.defer(read_json,value,e,list_o[0].list[list.length-1]);}); q.defer(function(){d3.select("#try_button").style("background-color","lemonchiffon");}) .awaitAll(function(error, results) { if (error) throw error; console.log(results); }); - /*console.log(layersArea.selectAll("g").data()); - layers = layersArea.selectAll("g"); - layers.selectAll("rect").data(data,function (d) { console.log(d.values);return d.values; }) - .enter().append("rect") - .attr("x", function(d){return (xScale(count));}) - .attr("y", function(d){return (yScale(d[1]));}) - .attr("width", stackedBarWidth) - .attr("height", function(d){return (yScale(d[1]));});*/ } function earse_chart (){ var layer_All = layersArea.selectAll(".layer").data(data).enter(); var group_All = layer_All.selectAll("g"); + var grid_line_All = grid_line.selectAll(".grid-line").remove(); layer_All.selectAll("rect") .transition() .duration(animation_time) @@ -277,8 +279,8 @@ function read_json(value,e,count){ var data_temp = { id:e, values: [ - {key: "Betweenness edge", value:[0,(end_time_b-start_time)]}, - {key: "Modularity Q", value:[(end_time_b-start_time),(end_time_t-start_time)]}] + {key: "Betweenness edge", value:[0,(end_time_b-start_time)/1000]}, + {key: "Modularity Q", value:[(end_time_b-start_time)/1000,(end_time_t-start_time)/1000]}] }; maxStackY = (maxStackY > data_temp.values[1].value[1] ? maxStackY : data_temp.values[1].value[1]); @@ -320,6 +322,14 @@ function read_json(value,e,count){ //layerss.exit().remove(); layerss.merge(new_layers); yAxis.call(transition_axis); + if (e === count) + grid_line.selectAll(".grid-line").data(yScale.ticks()) + .enter().append("line") + .attr("class", "grid-line") + .attr("x1", 0) + .attr("x2", containerWidth) + .attr("y1", yScale) + .attr("y2", yScale); }); } @@ -374,473 +384,3 @@ function save_file() { } } -function findnei(a,key,av){ - var nei=[]; - if (key[1])//virtual node - { - if (a[a[2]][a[0]]>0){//virtual node next - a[a[2]][a[0]] -=av; - a[a[0]][a[2]] -=av; - nei.push(key); - }else{ - nei.push([a[0],false,a[2]]); - } - }else{ - for (var i=0;i0){ - if (a[key[0]][i]>av) - nei.push([i,true,key[0]]);// virtual node - else - nei.push([i,false,key[0]]); - a[key[0]][i]-=av; - a[i][key[0]]-=av; - } - } - } - return nei; -} - -function init(m,n){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - for (var j = 0; j < n; j++) { - art.push(0); - } - ar.push(art); - } - return ar; - } - -function init_empty(m){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - ar.push(art); - } - return ar; - } - -function a_array(ee){ - var a = init(ee.nodes.length,ee.nodes.length); - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - a[ii][jj]=e.value; - a[jj][ii]=e.value; - }); - return a; -} - -function a_array_av(ee){ - var a = init_empty(ee.nodes.length); - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - sum = sum + (e.value); - a[ii].push({nei: jj,val: e.value}); - a[jj].push({nei: ii,val: e.value}); - - }); - return [a,sum/m]; -} - - - -function calculate_m(ee){ - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - sum = sum+e.value; - - }); - return [sum]; -} - -function a_array_ext(arr,av){ - var l = arr.length; - for (var iii=0;iii1) - { - arr[iii][jjj].nei = arr.length; - arr[iii][jjj].val = av; - arr.push([{nei: iii, val: av},{nei: nei,val: av}]); - for (var z = 2; z av: "+av); - while (step.length!=graph.links.length){ - var alink_oc = copyA(alink_o); - //document.write("
old array size: "+alink_o[3][0].nei); - var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes - //document.write("
old array size: "+alink_o[3][0].nei); - var alink = alink_fix[0]; //fixed - // calculate - var ebs=init(num_n,num_n); - var max_ebs=[0,0,0]; - for (var s = 0; s < num_n; s++) { - var S=[]; - var Leaf=[]; - var Pathu=[]; - var Pathd=[]; - var d=[]; - var w=[]; - d[s]=0; - w[s]=1; - var Q=[]; - Q.push(s); - while (Q.length!=0){ - var i = Q.shift(); - S.push(i); - var l=Q.length; - //document.write("
"+i+": "); - alink[i].forEach(function(e){ - var j = e.nei; - if (d[j]==null){ - d[j]=d[i]+1; - w[j]=w[i]; - Q.push(j); - - if (i"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); - }); - if (Q.length ==l&&(i!=s)&&(i"+" - "+i+" - w:"+w[i]); - - document.write("
"+" --- u"); - if(Pathu[i]!=null) - Pathu[i].forEach(function(e){document.write("- "+e);}); - document.write("
"+" --- d"); - if(Pathd[i]!=null) - Pathd[i].forEach(function(e){document.write("- "+e);}); - };*/ - var eb=init(num_n,num_n); - //Leaf - while(Leaf.length!=0){ - var t=Leaf.pop(); - //document.write("
"+" -Leaf "+t); - while (Pathu[t].length!=0){ - var i = Pathu[t].pop(); - eb[i][t] = w[i]/w[t]; - //eb[t][i] = w[i]/w[t]; - ebs[i][t] += w[i]/w[t]; - //ebs[t][i] += w[i]/w[t]; - if (ebs[i][t]>max_ebs[0]){ - max_ebs[0]=ebs[i][t]; - max_ebs[1]=i; - max_ebs[2]=t; - } - } - } - //document.write("
"+" ----- "); - //document.write("
"+S); - //cont - while (S.length!=0){ - var j = S.pop(); - if (j -- "+j); - var sumb=1; - while (Pathd[j].length!=0){ - var jj = Pathd[j].pop(); - sumb+=eb[j][jj]; - } - if (Pathu[j]!=null) - { - while (Pathu[j].length!=0){ - var i = Pathu[j].pop(); - eb[i][j]=w[i]/w[j]*sumb; - //eb[j][i]=w[i]/w[j]*sumb; - ebs[i][j]+=w[i]/w[j]*sumb; - //ebs[j][i]+=w[i]/w[j]*sumb; - if (ebs[i][j]>max_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - //document.write("
"+"max "+ max_ebs); - } - } - } - } - } - } - } - if (max_ebs[0]!=0){ - step.push([max_ebs[1],max_ebs[2]]); - av = av*num_l; - //document.write("
"+"max "+ max_ebs[0]); - for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); - if (alink_o[max_ebs[1]][i].nei== max_ebs[2]){ - av = av - alink_o[max_ebs[1]][i].val; - num_l--; - av = av/num_l; - alink_o[max_ebs[1]].splice(i,1); - break; - } - } - - for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); - if (alink_o[max_ebs[2]][i].nei== max_ebs[1]){ - alink_o[max_ebs[2]].splice(i,1); - break; - } - } - } - //document.write("----step: "+ step+" av"+av+"
"); - } - return step; -} - -function Q_init(A,m,a_e){ - var n = A.length; - var Q = 0; - for (var i = 0;i new group - //Q - Q_t += delta_Q(grouping[g1][0],grouping[g2][0],m,A,a_e); - Q.push(Q_t); - //move - grouping.splice(g1,1,grouping[g1].concat(grouping[g2])); - grouping.splice(g2,1); - var hi_t=[]; - hi_t.push(hi[g1]); - hi_t.push(hi[g2]); - hi[g1]={name: li,children: hi_t,depth: lv, Q: Q_t}; - hi.splice(g2,1); - //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); - }else{ - // 1 element + 1 group -> new group - var li_t= li; - if (g2==-1){// li[1] is new element - li_t[0]=li_t[1]; - }else{ - g1=g2; - } - //Q - Q_t += delta_Q(grouping[g1][0],li[0],m,A,a_e); - Q.push(Q_t); - //move - grouping[g1].push(li[0]); - hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; - hi[g1].children.push({name: graph.nodes[li_t[0]].name!=null?graph.nodes[li_t[0]].name:graph.nodes[li_t[0]].id , depth: 0}); - //document.write("case 2 "+JSON.stringify(hi)+"
"); - } - }else{ - if (g1==-1) - { - lv++; - //Q - Q_t += delta_Q(li[0],li[1],m,A,a_e); - Q.push(Q_t); - //move - grouping.push(li); - hi.push({name: li,children: [{name: graph.nodes[li[0]].name!=null?graph.nodes[li[0]].name:graph.nodes[li[0]].id, depth: 0},{name: graph.nodes[li[1]].name!=null?graph.nodes[li[1]].name:graph.nodes[li[1]].id, depth: 0}], depth: lv, Q: Q_t}); - //document.write("case 3 "+JSON.stringify(hi)+"
"); - } - } - } - if (hi.length==1){ - return [hi[0],Q]; - } - else{ - hi[0]={name: "join all",children: [hi[0]],depth: lv+1, Q: Q_t}; - while (grouping.length != 1){ - Q_t += delta_Q(grouping[0][0],grouping[1][0],m,A,a_e); - grouping.splice(0,1,grouping[0].concat(grouping[1])); - grouping.splice(1,1); - hi[0].children.push(hi[1]); - hi.splice(1,1); - } - - Q.push(Q_t); - return [hi[0],Q]; - } -} - From fb55c685db3f00eec03a892899f6909986420241 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sat, 27 Aug 2016 20:36:23 +0700 Subject: [PATCH 42/80] Add files via upload --- index.html | 14 ++++++-------- summary.html | 7 ++++++- 2 files changed, 12 insertions(+), 9 deletions(-) diff --git a/index.html b/index.html index bc98484..7b6a4e4 100644 --- a/index.html +++ b/index.html @@ -110,15 +110,13 @@ z-index: 10; } .timebox rect { - shape-rendering: crispEdges; - width: 100%; - height: 100%; + shape-rendering: crispEdges; fill:none; stroke: #000; stroke-dasharray: 3,2; - border-radius: 3px; - -moz-border-radius: 3px; - -webkit-border-radius: 3px; + border-radius: 5px; + -moz-border-radius: 5px; + -webkit-border-radius: 5px; z-index: 2; } .timebox text { @@ -179,7 +177,7 @@
- - + + \ No newline at end of file diff --git a/summary.html b/summary.html index fc4eed3..155776e 100644 --- a/summary.html +++ b/summary.html @@ -5,7 +5,7 @@ font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; } .axis { - font: 10px sans-serif; + font: 13px sans-serif; } .axis path, .axis line { @@ -13,6 +13,9 @@ stroke: #000; shape-rendering: crispEdges; } +.axis.axis--x text{ + font: 13px sans-serif; +} .axis.axis--x line, .axis.axis--x path { stroke: #000; @@ -130,6 +133,7 @@ .stacked-chart .grid-lines { fill: none; stroke: lightgrey; + stroke-dasharray: 5,2; } .stacked-chart .layer rect { @@ -312,4 +316,5 @@ + \ No newline at end of file From b78d4f3c195a142a69956cde00e671933caee33b Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sat, 27 Aug 2016 21:28:17 +0700 Subject: [PATCH 43/80] Add files via upload --- data/dataset4.json | 53 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 data/dataset4.json diff --git a/data/dataset4.json b/data/dataset4.json new file mode 100644 index 0000000..de68cf5 --- /dev/null +++ b/data/dataset4.json @@ -0,0 +1,53 @@ +{ + "nodes": [ + {"id": "0", "group": 1}, + {"id": "1", "group": 1}, + {"id": "2", "group": 1}, + {"id": "3", "group": 2}, + {"id": "4", "group": 2}, + {"id": "5", "group": 2}, + {"id": "6", "group": 3}, + {"id": "7", "group": 1}, + {"id": "8", "group": 1}, + {"id": "9", "group": 1}, + {"id": "10", "group": 2}, + {"id": "11", "group": 2}, + {"id": "12", "group": 2}, + {"id": "13", "group": 3}, + {"id": "14", "group": 3} + ], + "links": [ + {"source": "0", "target": "1", "value": 1}, + {"source": "0", "target": "2", "value": 1}, + {"source": "0", "target": "4", "value": 2}, + {"source": "0", "target": "1", "value": 1}, + {"source": "0", "target": "2", "value": 1}, + {"source": "0", "target": "4", "value": 1}, + {"source": "1", "target": "2", "value": 1}, + {"source": "1", "target": "7", "value": 2}, + {"source": "2", "target": "4", "value": 5}, + {"source": "2", "target": "10", "value": 3}, + {"source": "3", "target": "8", "value": 1}, + {"source": "3", "target": "11", "value": 1}, + {"source": "5", "target": "6", "value": 1}, + {"source": "5", "target": "7", "value": 1}, + {"source": "6", "target": "9", "value": 2}, + {"source": "6", "target": "10", "value": 1}, + {"source": "6", "target": "11", "value": 1}, + {"source": "6", "target": "14", "value": 5}, + {"source": "7", "target": "11", "value": 1}, + {"source": "8", "target": "12", "value": 1}, + {"source": "9", "target": "10", "value": 2}, + {"source": "9", "target": "11", "value": 4}, + {"source": "9", "target": "12", "value": 3}, + {"source": "9", "target": "13", "value": 1}, + {"source": "9", "target": "14", "value": 1}, + {"source": "10", "target": "11", "value": 1}, + {"source": "10", "target": "12", "value": 1}, + {"source": "10", "target": "10", "value": 1}, + {"source": "11", "target": "12", "value": 5}, + {"source": "12", "target": "13", "value": 4}, + {"source": "12", "target": "14", "value": 3}, + {"source": "13", "target": "14", "value": 2} + ] + } From 078d1728648bca48f06950e92d96160f815172d8 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 18:47:35 -0500 Subject: [PATCH 44/80] Update readme --- .DS_Store | Bin 0 -> 6148 bytes README.md | 21 +++++++++++++++++++-- figures/IndexCards.png | Bin 0 -> 181804 bytes figures/imdb_125.png | Bin 0 -> 225417 bytes figures/text_100.png | Bin 0 -> 181087 bytes figures/vis_100.png | Bin 0 -> 213078 bytes scripts/main.js | 4 ++-- 7 files changed, 21 insertions(+), 4 deletions(-) create mode 100644 .DS_Store create mode 100644 figures/IndexCards.png create mode 100644 figures/imdb_125.png create mode 100644 figures/text_100.png create mode 100644 figures/vis_100.png diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..8fc2b3f0a2a6e6b2b9a12903604351f32d87abd7 GIT binary patch literal 6148 zcmeHKQAz_b5S`J21%LYKXRgp2EM+}GFCcWa3YHdi|8o-$C3pp|;d?Wq?Aist6p{%DSqcE;GujM3a|yCX@VeNVZaeRN$W} zptE+}uJBQDw;p{S@7jWLg+e2*(t*JrJp$0+IdWlxK3?d9*92Ba&cc2R2j)Y-1j#BD I_yq;t0b6%0asU7T literal 0 HcmV?d00001 diff --git a/README.md b/README.md index ca6905d..066e5f1 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,25 @@ -# NetworkClustering -Implementing network clustering algorithms. +# Algorithms for detectingcommunity structure in networks + +We implement network clustering algorithms. Out web application is available at [online demo](http://hexagon.esy.es/). + +### Exploring Topics and Events in Political Blogs +top left. Terms appear together in political blogs are brought closer and connected by arcs. The arc thickness indicates the frequency of collocated terms. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/Text) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/Text/). + +![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/Text/images/PoliticalBlogs1.png) + +### Finding Patterns in the IMDB Co-Star Network +The following image shows TimeArcs visualization for the top 100 actors from [IMDB database](http://www.imdb.com/interfaces) in movies rated 8 stars or higher from 1955 to 2014. Arcs connect co-actors in the same movies and color-coded by movie genres: green for comedy, red for action, blue for drama. More examples and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IMDB) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IMDB/). + +![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/IMDB/images/IMDB1.png) + +### Evidence in Biological Pathway Literature +The following image shows TimeArcs visualization for Pathway Commons index cards. Time axis goes from left (2002) to right (2014). An arc connects two proteins/complexes at a particular time (based on when the interaction was discovered/ publication year). The colors encode interaction types: green for adds_modification, red for removes_modification, blue for translocation, orange for binds, and pink for increases. A black (and usually thicker) arc indicates multiple interactions between two proteins/complexes which are discovered in the same year. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IndexCards) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IndexCards/). + +![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/IndexCards/images/PC1.png) + # References http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.066133 diff --git a/figures/IndexCards.png b/figures/IndexCards.png new file mode 100644 index 0000000000000000000000000000000000000000..e481ef2e1e8d56d64a103c659ff35cb2dc03d30b GIT binary patch literal 181804 zcmZ^JbzB`;6D1H_g1fuBJHg!v7Tn!~YjBq!K?4L2E)RQXaCdii=V5_m=9|gP?oRmi zACK<7R$X=K)VVi8Sy2iJ9uFQ23=By|T3i(j4DuEX>#+PtyTm!h`NU*_p}BiVuYIZ$9gkVAZEauS1NXY8>(wSW}N4rm~4yYP^6 z^0Fqnw}E^37R)rlkULHpBm%ki25jV%Nc8O+u&Jp2d-874hI5D@+yU5kU{!aF$G}g# zfU2dpDXX*9^|SA)n7};f&?1hJz;04}S7F^9e!O*qos=Zr-oOtorXusGY(XA)19rZg`%k)k4 zJ|3wYup9kd_ltkk09K)>qgZ@K6I9Rv>eG)o6J39VxVvEd#h>cv^Z9+#|s_SR5bel!p#Hao>PH+{r!N%&Omza%9A36+-d+>msaEUlm 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70b81b5..abff3bd 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -103,7 +103,7 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ //d3.json("data/karate.json", function(error, graph) { - d3.json("data/football.json", function(error, graph) { + d3.json("data/vis100.json", function(error, graph) { if (error) throw error; var num_n = graph.nodes.length; var start_time = performance.now(); @@ -289,7 +289,7 @@ var end_time_t = performance.now(); .attr("dy", ".35em") .text(function(d) { return d.name!=null?d.name:d.id; }); - simulation.force("charge", d3.forceManyBody().strength(function(){return -wgroup/graph.nodes.length})); + simulation.force("charge", d3.forceManyBody().strength(function(){return -(wgroup*3)/graph.nodes.length})); simulation .nodes(graph.nodes) .on("tick", ticked); From c5cbcf488aceae6ec6ff92c7c464262c9bec21a5 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 18:52:40 -0500 Subject: [PATCH 45/80] Update readme --- README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 066e5f1..51670e8 100644 --- a/README.md +++ b/README.md @@ -8,17 +8,19 @@ Out web application is available at [online demo](http://hexagon.esy.es/). ### Exploring Topics and Events in Political Blogs top left. Terms appear together in political blogs are brought closer and connected by arcs. The arc thickness indicates the frequency of collocated terms. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/Text) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/Text/). -![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/Text/images/PoliticalBlogs1.png) +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/text_100.png) ### Finding Patterns in the IMDB Co-Star Network The following image shows TimeArcs visualization for the top 100 actors from [IMDB database](http://www.imdb.com/interfaces) in movies rated 8 stars or higher from 1955 to 2014. Arcs connect co-actors in the same movies and color-coded by movie genres: green for comedy, red for action, blue for drama. More examples and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IMDB) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IMDB/). -![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/IMDB/images/IMDB1.png) +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/imdb_125.png) ### Evidence in Biological Pathway Literature The following image shows TimeArcs visualization for Pathway Commons index cards. Time axis goes from left (2002) to right (2014). An arc connects two proteins/complexes at a particular time (based on when the interaction was discovered/ publication year). The colors encode interaction types: green for adds_modification, red for removes_modification, blue for translocation, orange for binds, and pink for increases. A black (and usually thicker) arc indicates multiple interactions between two proteins/complexes which are discovered in the same year. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IndexCards) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IndexCards/). -![ScreenShot](https://github.com/CreativeCodingLab/TimeArcs/blob/master/IndexCards/images/PC1.png) +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/IndexCards.png) + +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) # References From 58d8f3163bdf2a47ff2d735e82dcefc9ccbf52d3 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 18:57:41 -0500 Subject: [PATCH 46/80] Update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 51670e8..f71a018 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ Out web application is available at [online demo](http://hexagon.esy.es/). ### Exploring Topics and Events in Political Blogs -top left. Terms appear together in political blogs are brought closer and connected by arcs. The arc thickness indicates the frequency of collocated terms. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/Text) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/Text/). +The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/text_100.png) From 61e78050161c0e6eaec0ac04656beb05aacb1547 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:00:40 -0500 Subject: [PATCH 47/80] Update readme --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index f71a018..eb44a66 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# Algorithms for detectingcommunity structure in networks +# Algorithms for detecting community structure in networks We implement network clustering algorithms. @@ -11,7 +11,7 @@ The following image shows the top 100 terms in nearly 100,000 political blog pos ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/text_100.png) ### Finding Patterns in the IMDB Co-Star Network -The following image shows TimeArcs visualization for the top 100 actors from [IMDB database](http://www.imdb.com/interfaces) in movies rated 8 stars or higher from 1955 to 2014. Arcs connect co-actors in the same movies and color-coded by movie genres: green for comedy, red for action, blue for drama. More examples and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IMDB) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IMDB/). +The following image shows community structure for the top 100 actors from [IMDB database](http://www.imdb.com/interfaces) in movies rated 8.5 stars or higher. Links connect co-actors in the same movies and color-coded by thier clusters. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/imdb_125.png) From 2a693a83be81b02f197c7e56f8c5d236b26374d1 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:04:39 -0500 Subject: [PATCH 48/80] Update readme --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index eb44a66..de8e584 100644 --- a/README.md +++ b/README.md @@ -16,10 +16,13 @@ The following image shows community structure for the top 100 actors from [IMDB ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/imdb_125.png) ### Evidence in Biological Pathway Literature -The following image shows TimeArcs visualization for Pathway Commons index cards. Time axis goes from left (2002) to right (2014). An arc connects two proteins/complexes at a particular time (based on when the interaction was discovered/ publication year). The colors encode interaction types: green for adds_modification, red for removes_modification, blue for translocation, orange for binds, and pink for increases. A black (and usually thicker) arc indicates multiple interactions between two proteins/complexes which are discovered in the same year. More details and source codes can be found [here](https://github.com/CreativeCodingLab/TimeArcs/tree/master/IndexCards) or [online demo](http://www2.cs.uic.edu/~tdang/TimeArcs/IndexCards/). +The following image shows ommunity structure for 125 proteins selected from various Pathway Commons index cards. In particular, a link connects two proteins/complexes if they interact. Nodes are colored by community formation. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/IndexCards.png) +### Evidence in Biological Pathway Literature +The following image shows collaboration network of the top 100 researcher from [Visualization Publication Data Collection](http://www.vispubdata.org/site/vispubdata/). + ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) # References From f2578ad02fdbfdbab2b20bc19d7febc35cefb015 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:06:13 -0500 Subject: [PATCH 49/80] Update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index de8e584..9ba25a4 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ The following image shows ommunity structure for 125 proteins selected from vari ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/IndexCards.png) -### Evidence in Biological Pathway Literature +### Author Collaboration in Visualization Publication The following image shows collaboration network of the top 100 researcher from [Visualization Publication Data Collection](http://www.vispubdata.org/site/vispubdata/). ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) From b3db910504d35c2f100ca3edfb0bd5d50e9ce234 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:11:00 -0500 Subject: [PATCH 50/80] Update readme --- README.md | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 9ba25a4..dd7c0ba 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,7 @@ # Algorithms for detecting community structure in networks - -We implement network clustering algorithms. - +In this project, we implement algorithms for detecting community structure in networks. Out web application is available at [online demo](http://hexagon.esy.es/). - ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. @@ -16,12 +13,12 @@ The following image shows community structure for the top 100 actors from [IMDB ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/imdb_125.png) ### Evidence in Biological Pathway Literature -The following image shows ommunity structure for 125 proteins selected from various Pathway Commons index cards. In particular, a link connects two proteins/complexes if they interact. Nodes are colored by community formation. +The following image shows community structure for 125 proteins selected from various Pathway Commons index cards. In particular, a link connects two proteins/complexes if they interact. Nodes are colored by community formation. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/IndexCards.png) ### Author Collaboration in Visualization Publication -The following image shows collaboration network of the top 100 researcher from [Visualization Publication Data Collection](http://www.vispubdata.org/site/vispubdata/). +The following image shows collaboration network of the top 100 researchers from [Visualization Publication Data Collection](http://www.vispubdata.org/site/vispubdata/). Links connect authors of the same paper. Link thickness highlights the number of papers that they published together. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) From e049a968939339a991179fed038932f6bc1293f5 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:11:52 -0500 Subject: [PATCH 51/80] Update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dd7c0ba..e8bbb3a 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ The following image shows collaboration network of the top 100 researchers from ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) -# References +### References http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.066133 From 0dff626192889852e6347d8523786834c46f73f5 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:13:54 -0500 Subject: [PATCH 52/80] Update readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e8bbb3a..c236d58 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Out web application is available at [online demo](http://hexagon.esy.es/). +Our web application is available at [online demo](http://hexagon.esy.es/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. From 85e5ee4fcfa905872d77b6f40895219e0cf30790 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 19:30:42 -0500 Subject: [PATCH 53/80] Update readme --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index c236d58..87b2036 100644 --- a/README.md +++ b/README.md @@ -12,12 +12,12 @@ The following image shows community structure for the top 100 actors from [IMDB ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/imdb_125.png) -### Evidence in Biological Pathway Literature +### Protein interactions in Biological Pathway Literature The following image shows community structure for 125 proteins selected from various Pathway Commons index cards. In particular, a link connects two proteins/complexes if they interact. Nodes are colored by community formation. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/IndexCards.png) -### Author Collaboration in Visualization Publication +### Author Collaboration in Visualization Publications The following image shows collaboration network of the top 100 researchers from [Visualization Publication Data Collection](http://www.vispubdata.org/site/vispubdata/). Links connect authors of the same paper. Link thickness highlights the number of papers that they published together. ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) From 74b4ceeedff3b45a2049b39766838ac8baa87370 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 20:18:03 -0500 Subject: [PATCH 54/80] Update readme --- data/dataset4.json | 36 ++++++++++++++++-------------------- scripts/main.js | 2 +- 2 files changed, 17 insertions(+), 21 deletions(-) diff --git a/data/dataset4.json b/data/dataset4.json index de68cf5..c654a89 100644 --- a/data/dataset4.json +++ b/data/dataset4.json @@ -20,32 +20,28 @@ {"source": "0", "target": "1", "value": 1}, {"source": "0", "target": "2", "value": 1}, {"source": "0", "target": "4", "value": 2}, - {"source": "0", "target": "1", "value": 1}, - {"source": "0", "target": "2", "value": 1}, + {"source": "0", "target": "1", "value": 8}, + {"source": "0", "target": "2", "value": 6}, {"source": "0", "target": "4", "value": 1}, {"source": "1", "target": "2", "value": 1}, - {"source": "1", "target": "7", "value": 2}, {"source": "2", "target": "4", "value": 5}, - {"source": "2", "target": "10", "value": 3}, - {"source": "3", "target": "8", "value": 1}, - {"source": "3", "target": "11", "value": 1}, - {"source": "5", "target": "6", "value": 1}, - {"source": "5", "target": "7", "value": 1}, - {"source": "6", "target": "9", "value": 2}, - {"source": "6", "target": "10", "value": 1}, - {"source": "6", "target": "11", "value": 1}, + {"source": "2", "target": "10", "value": 1}, + {"source": "3", "target": "8", "value": 2}, + {"source": "3", "target": "11", "value": 6}, + {"source": "3", "target": "7", "value": 1}, + {"source": "5", "target": "6", "value": 9}, + {"source": "5", "target": "8", "value": 1}, + {"source": "5", "target": "9", "value": 10}, + {"source": "5", "target": "11", "value": 1}, + {"source": "6", "target": "9", "value": 4}, {"source": "6", "target": "14", "value": 5}, {"source": "7", "target": "11", "value": 1}, - {"source": "8", "target": "12", "value": 1}, - {"source": "9", "target": "10", "value": 2}, - {"source": "9", "target": "11", "value": 4}, - {"source": "9", "target": "12", "value": 3}, - {"source": "9", "target": "13", "value": 1}, - {"source": "9", "target": "14", "value": 1}, - {"source": "10", "target": "11", "value": 1}, - {"source": "10", "target": "12", "value": 1}, + {"source": "8", "target": "11", "value": 7}, + {"source": "9", "target": "10", "value": 7}, + {"source": "9", "target": "12", "value": 7}, + {"source": "9", "target": "14", "value": 7}, + {"source": "10", "target": "12", "value": 9}, {"source": "10", "target": "10", "value": 1}, - {"source": "11", "target": "12", "value": 5}, {"source": "12", "target": "13", "value": 4}, {"source": "12", "target": "14", "value": 3}, {"source": "13", "target": "14", "value": 2} diff --git a/scripts/main.js b/scripts/main.js index abff3bd..c426563 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -103,7 +103,7 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ //d3.json("data/karate.json", function(error, graph) { - d3.json("data/vis100.json", function(error, graph) { + d3.json("data/dataset4.json", function(error, graph) { if (error) throw error; var num_n = graph.nodes.length; var start_time = performance.now(); From 976329efd3303d8862c918dc8f5a45a593a103ce Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 09:07:48 +0700 Subject: [PATCH 55/80] fix algorithm --- scripts/math_script.js | 34 +++++++++++++++++++++++++--------- 1 file changed, 25 insertions(+), 9 deletions(-) diff --git a/scripts/math_script.js b/scripts/math_script.js index ceb7dcb..d78b297 100644 --- a/scripts/math_script.js +++ b/scripts/math_script.js @@ -226,6 +226,7 @@ function between_e(graph){ if (i"+i+": "); + //console.log(" to: "+i); alink_fix[i].forEach(function(e,indd){ var j = e.nei; if (d[j]==null){ @@ -241,6 +242,7 @@ function between_e(graph){ else Pathd[i].push(j); } + //console.log(i+" Pathd "+ Pathd[i]); }else{ Pathu[j]=Pathu[i]; if (j"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); }); @@ -323,8 +329,7 @@ function between_e(graph){ S.splice(0,1); while (S.length!=0){ var j = S.pop(); - //console.log(d[j]); - if (j -- "+j); @@ -350,6 +355,17 @@ function between_e(graph){ //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); //document.write("
"+"max "+ max_ebs); } + else{ + if (ebs[i][j]==max_ebs[0]){ + if (Math.abs(d[i]-d[j])"+"max "+ max_ebs); + } + } + } } } @@ -370,9 +386,8 @@ function between_e(graph){ } } - } } - //console.log("----end---- "+s); + console.log("----end---- "+s); } if (max_ebs[0]!=0){ step.push([max_ebs[1],max_ebs[2]]); @@ -397,7 +412,7 @@ function between_e(graph){ } } } - //console.log("----step: "+ step+" av"+av+"
"); + console.log("----step: "+ step+" av"+av+"
"); } return step; } @@ -438,7 +453,8 @@ function delta_Q(i,j,m,A,a_e){ a_e[j] = 0; return delta_Q; } - +function takeaname(d){ +return d.label!=null? d.label:(d.name!=null?d.name:d.id);} function tree_mapingv3(step,graph){ var grouping = []; var ed = step.pop(); @@ -454,7 +470,7 @@ function tree_mapingv3(step,graph){ Q_t += delta_Q(ed[0],ed[1],m,A,a_e); //---- Q.push(Q_t); - var hi=[{name: ed,children: [{name: graph.nodes[ed[0]].name!=null?graph.nodes[ed[0]].name:graph.nodes[ed[0]].id, depth: 0},{name: graph.nodes[ed[1]].name!=null?graph.nodes[ed[1]].name:graph.nodes[ed[1]].id, depth: 0}], depth: lv, Q: Q_t}]; + var hi=[{name: ed,children: [{name: takeaname(graph.nodes[ed[0]]), depth: 0},{name: takeaname(graph.nodes[ed[1]]), depth: 0}], depth: lv, Q: Q_t}]; while (step.length!=0){ var li=step.pop(); // 4 main case @@ -493,7 +509,7 @@ function tree_mapingv3(step,graph){ //move grouping[g1].push(li[0]); hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; - hi[g1].children.push({name: graph.nodes[li_t[0]].name!=null?graph.nodes[li_t[0]].name:graph.nodes[li_t[0]].id , depth: 0}); + hi[g1].children.push({name: takeaname(graph.nodes[li_t[0]]) , depth: 0}); //document.write("case 2 "+JSON.stringify(hi)+"
"); } }else{ @@ -505,7 +521,7 @@ function tree_mapingv3(step,graph){ Q.push(Q_t); //move grouping.push(li); - hi.push({name: li,children: [{name: graph.nodes[li[0]].name!=null?graph.nodes[li[0]].name:graph.nodes[li[0]].id, depth: 0},{name: graph.nodes[li[1]].name!=null?graph.nodes[li[1]].name:graph.nodes[li[1]].id, depth: 0}], depth: lv, Q: Q_t}); + hi.push({name: li,children: [{name: takeaname(graph.nodes[li[0]]), depth: 0},{name: takeaname(graph.nodes[li[1]]), depth: 0}], depth: lv, Q: Q_t}); //document.write("case 3 "+JSON.stringify(hi)+"
"); } } From 19372c124c1c926ff2a591c36da776c10de87246 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 09:17:20 +0700 Subject: [PATCH 56/80] Add files via upload --- data/dataset4_fix.json | 45 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 45 insertions(+) create mode 100644 data/dataset4_fix.json diff --git a/data/dataset4_fix.json b/data/dataset4_fix.json new file mode 100644 index 0000000..57710cc --- /dev/null +++ b/data/dataset4_fix.json @@ -0,0 +1,45 @@ +{ + "nodes": [ + {"id": "0", "group": 1}, + {"id": "1", "group": 1}, + {"id": "2", "group": 1}, + {"id": "3", "group": 2}, + {"id": "4", "group": 2}, + {"id": "5", "group": 2}, + {"id": "6", "group": 3}, + {"id": "7", "group": 1}, + {"id": "8", "group": 1}, + {"id": "9", "group": 1}, + {"id": "10", "group": 2}, + {"id": "11", "group": 2}, + {"id": "12", "group": 2}, + {"id": "13", "group": 3}, + {"id": "14", "group": 3} + ], + "links": [ + {"source": "0", "target": "1", "value": 8}, + {"source": "0", "target": "2", "value": 6}, + {"source": "0", "target": "4", "value": 1}, + {"source": "1", "target": "2", "value": 1}, + {"source": "2", "target": "4", "value": 5}, + {"source": "2", "target": "10", "value": 1}, + {"source": "3", "target": "8", "value": 2}, + {"source": "3", "target": "11", "value": 6}, + {"source": "3", "target": "7", "value": 1}, + {"source": "5", "target": "6", "value": 9}, + {"source": "5", "target": "8", "value": 1}, + {"source": "5", "target": "9", "value": 10}, + {"source": "5", "target": "11", "value": 1}, + {"source": "6", "target": "9", "value": 4}, + {"source": "6", "target": "14", "value": 5}, + {"source": "7", "target": "11", "value": 1}, + {"source": "8", "target": "11", "value": 7}, + {"source": "9", "target": "10", "value": 7}, + {"source": "9", "target": "12", "value": 7}, + {"source": "9", "target": "14", "value": 7}, + {"source": "10", "target": "12", "value": 9}, + {"source": "12", "target": "13", "value": 4}, + {"source": "12", "target": "14", "value": 3}, + {"source": "13", "target": "14", "value": 2} + ] + } \ No newline at end of file From cc6a7aad6ab38514165d1b6c80d87ec86fd1ff7f Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 09:17:59 +0700 Subject: [PATCH 57/80] Add files via upload --- scripts/main.js | 543 +----------------------------------------------- 1 file changed, 7 insertions(+), 536 deletions(-) diff --git a/scripts/main.js b/scripts/main.js index c426563..c47fcef 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -103,7 +103,7 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ //d3.json("data/karate.json", function(error, graph) { - d3.json("data/dataset4.json", function(error, graph) { + d3.json("data/dataset4_fix.json", function(error, graph) { if (error) throw error; var num_n = graph.nodes.length; var start_time = performance.now(); @@ -283,13 +283,13 @@ var end_time_t = performance.now(); .on("end", dragended)); node.append("title") - .text(function(d) { return d.name!=null?d.name:d.id; }); + .text(function(d){return takeaname(d);}); node.append("text") .attr("dx", 12) .attr("dy", ".35em") - .text(function(d) { return d.name!=null?d.name:d.id; }); + .text(function(d){return takeaname(d);}); - simulation.force("charge", d3.forceManyBody().strength(function(){return -(wgroup*3)/graph.nodes.length})); + simulation.force("charge", d3.forceManyBody().strength(function(){return -wgroup/graph.nodes.length})); simulation .nodes(graph.nodes) .on("tick", ticked); @@ -416,16 +416,16 @@ var end_time_t = performance.now(); clusterbox.select("text").text("# of clusters : "+leave.length+" | Q : "+Math.round(tree_hi[1][tree_hi[1].length-1-depth]*1000)/1000); for (var j=0;jkey){ - end=p-1; - }else{ - return p; - } - } - } - return -1; -} - -function findnei(a,key,av){ - var nei=[]; - if (key[1])//virtual node - { - if (a[a[2]][a[0]]>0){//virtual node next - a[a[2]][a[0]] -=av; - a[a[0]][a[2]] -=av; - nei.push(key); - }else{ - nei.push([a[0],false,a[2]]); - } - }else{ - for (var i=0;i0){ - if (a[key[0]][i]>av) - nei.push([i,true,key[0]]);// virtual node - else - nei.push([i,false,key[0]]); - a[key[0]][i]-=av; - a[i][key[0]]-=av; - } - } - } - return nei; -} - -function init(m,n){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - for (var j = 0; j < n; j++) { - art.push(0); - } - ar.push(art); - } - return ar; - } - -function init_empty(m){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - ar.push(art); - } - return ar; - } - -function a_array(ee){ - var a = init(ee.nodes.length,ee.nodes.length); - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.forEach(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - a[ii][jj]=e.value; - a[jj][ii]=e.value; - }); - return a; -} - -function a_array_av(ee){ - var a = init_empty(ee.nodes.length); - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - sum = sum + (e.value); - a[ii].push({nei: jj,val: e.value}); - a[jj].push({nei: ii,val: e.value}); - - }); - return [a,sum/m]; -} - - - -function calculate_m(ee){ - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - /*ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - });*/ - sum = sum+e.value; - - }); - return sum; -} - -function a_array_ext(arr,av){ - var l = arr.length; - for (var iii=0;iii1) - { - arr[iii][jjj] = {nei: arr.length, val: av, ori:nei}; - //arr[iii][jjj].nei = arr.length; - //arr[iii][jjj].val = av; - - arr.push([{nei: iii, val: av,ori:nei},{nei: nei,val: av,ori:iii}]); - for (var z = 2; z av: "+av); - while (step.length!=graph.links.length){ - //var alink_oc = copyA(alink_o); - //document.write("
old array size: "+alink_o[3][0].nei); - //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes - //document.write("
old array size: "+alink_o[3][0].nei); - //var alink = alink_fix[0]; //fixed - // calculate - var ebs=init(num_n,num_n); - var max_ebs=[0,0,0]; - for (var s = 0; s < num_n; s++) { - var S=[]; - var Leaf=[]; - var Pathu=[]; - var Pathd=[]; - var d=[]; - var w=[]; - d[s]=0; - w[s]=1; - var Q=[]; - Q.push(s); - while (Q.length!=0){ - var i = Q.shift(); - if (i"+i+": "); - alink_fix[i].forEach(function(e,indd){ - var j = e.nei; - if (d[j]==null){ - d[j]=d[i]+1; - w[j]=w[i]; - Q.push(j); - - if (i"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); - }); - if (Q.length ==l&&(i!=s)&&(i"+" - "+i+" - w:"+w[i]); - - document.write("
"+" --- u"); - if(Pathu[i]!=null) - Pathu[i].forEach(function(e){document.write("- "+e);}); - document.write("
"+" --- d"); - if(Pathd[i]!=null) - Pathd[i].forEach(function(e){document.write("- "+e);}); - };*/ - var eb=init(num_n,num_n); - var gene =[]; - //Leaf - /*while(Leaf.length!=0){ - var t=Leaf.pop(); - console.log("list Leaf: "+t); - //S.filter(function(e,inde){if (e==t){ S.splice(inde,1); return;}}); - //document.write("
"+" -Leaf "+t); - while (Pathu[t].length!=0){ - var i = Pathu[t].pop(); - eb[i][t] += w[i]/w[t]; - eb[t][i] += w[i]/w[t]; - ebs[i][t] += w[i]/w[t]; - ebs[t][i] += w[i]/w[t]; - //console.log(ebs[i][t]); - if (ebs[i][t]>max_ebs[0]){ - max_ebs[0]=ebs[i][t]; - max_ebs[1]=i; - max_ebs[2]=t; - } - if (ebs[t][i]>max_ebs[0]){ - max_ebs[0]=ebs[t][i]; - max_ebs[1]=t; - max_ebs[2]=i; - } - - } - }*/ - //document.write("
"+" ----- "); - //document.write("
"+S); - //cont - S.splice(0,1); - while (S.length!=0){ - var j = S.pop(); - //console.log(d[j]); - if (j -- "+j); - var sumb=1; - while (Pathd[j].length!=0){ - var jj = Pathd[j].pop(); - sumb+=eb[j][jj]; - } - if (Pathu[j]!=null) - { - while (Pathu[j].length!=0){ - var i = Pathu[j].pop(); - eb[i][j]=w[i]/w[j]*sumb; - //eb[j][i]+=w[i]/w[j]*sumb; - ebs[i][j]+=w[i]/w[j]*sumb; - //ebs[j][i]+=w[i]/w[j]*sumb; - //console.log("3-9: "+ebs[3][9]+" 0-9: "+ebs[0][9]); - //console.log(ebs[i][t]); - if (ebs[i][j]>max_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); - //document.write("
"+"max "+ max_ebs); - } - - } - } - } - else{ - while (Pathu[j].length!=0){ - var i = Pathu[j].pop(); - eb[i][j] = w[i]/w[j]; - //eb[j][i] += w[i]/w[j]; - ebs[i][j] += w[i]/w[j]; - // ebs[j][i] += w[i]/w[j]; - if (ebs[i][j]>max_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); - } - - } - } - } - } - //console.log("----end---- "+s); - } - if (max_ebs[0]!=0){ - step.push([max_ebs[1],max_ebs[2]]); - //av = av*num_l; - //document.write("
"+"max "+ max_ebs[0]); - for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); - if (alink_fix[max_ebs[1]][i].nei== max_ebs[2]||alink_fix[max_ebs[1]][i].ori== max_ebs[2]){ - //av = av - alink_o[max_ebs[1]][i].val; - //num_l--; - //av = av/num_l; - alink_fix[max_ebs[1]].splice(i,1); - break; - } - } - - for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); - if (alink_fix[max_ebs[2]][i].nei== max_ebs[1]||alink_fix[max_ebs[2]][i].ori== max_ebs[1]){ - alink_fix[max_ebs[2]].splice(i,1); - break; - } - } - } - //console.log("----step: "+ step+" av"+av+"
"); - } - return step; -} - -function Q_init(A,m,a_e){ - var n = A.length; - var Q = 0; - for (var i = 0;i new group - //Q - Q_t += delta_Q(grouping[g1][0],grouping[g2][0],m,A,a_e); - Q.push(Q_t); - //move - grouping.splice(g1,1,grouping[g1].concat(grouping[g2])); - grouping.splice(g2,1); - var hi_t=[]; - hi_t.push(hi[g1]); - hi_t.push(hi[g2]); - hi[g1]={name: li,children: hi_t,depth: lv, Q: Q_t}; - hi.splice(g2,1); - //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); - }else{ - // 1 element + 1 group -> new group - var li_t= li; - if (g2==-1){// li[1] is new element - li_t[0]=li_t[1]; - }else{ - g1=g2; - } - //Q - Q_t += delta_Q(grouping[g1][0],li[0],m,A,a_e); - Q.push(Q_t); - //move - grouping[g1].push(li[0]); - hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; - hi[g1].children.push({name: graph.nodes[li_t[0]].name!=null?graph.nodes[li_t[0]].name:graph.nodes[li_t[0]].id , depth: 0}); - //document.write("case 2 "+JSON.stringify(hi)+"
"); - } - }else{ - if (g1==-1) - { - lv++; - //Q - Q_t += delta_Q(li[0],li[1],m,A,a_e); - Q.push(Q_t); - //move - grouping.push(li); - hi.push({name: li,children: [{name: graph.nodes[li[0]].name!=null?graph.nodes[li[0]].name:graph.nodes[li[0]].id, depth: 0},{name: graph.nodes[li[1]].name!=null?graph.nodes[li[1]].name:graph.nodes[li[1]].id, depth: 0}], depth: lv, Q: Q_t}); - //document.write("case 3 "+JSON.stringify(hi)+"
"); - } - } - } - if (hi.length==1){ - return [hi[0],Q]; - } - else{ - hi[0]={name: "join all",children: [hi[0]],depth: lv+1, Q: Q_t}; - while (grouping.length != 1){ - Q_t += delta_Q(grouping[0][0],grouping[1][0],m,A,a_e); - grouping.splice(0,1,grouping[0].concat(grouping[1])); - grouping.splice(1,1); - hi[0].children.push(hi[1]); - hi.splice(1,1); - } - - Q.push(Q_t); - return [hi[0],Q]; - } -} \ No newline at end of file From 9a44f491c1db06fba6d06e7b9232d0b9dab46997 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 10:15:21 +0700 Subject: [PATCH 58/80] Add files via upload --- data/dataset4.json | 36 ++++++++++++++++-------------------- 1 file changed, 16 insertions(+), 20 deletions(-) diff --git a/data/dataset4.json b/data/dataset4.json index c654a89..fc83d5c 100644 --- a/data/dataset4.json +++ b/data/dataset4.json @@ -19,31 +19,27 @@ "links": [ {"source": "0", "target": "1", "value": 1}, {"source": "0", "target": "2", "value": 1}, - {"source": "0", "target": "4", "value": 2}, - {"source": "0", "target": "1", "value": 8}, - {"source": "0", "target": "2", "value": 6}, {"source": "0", "target": "4", "value": 1}, {"source": "1", "target": "2", "value": 1}, - {"source": "2", "target": "4", "value": 5}, + {"source": "2", "target": "4", "value": 1}, {"source": "2", "target": "10", "value": 1}, - {"source": "3", "target": "8", "value": 2}, - {"source": "3", "target": "11", "value": 6}, + {"source": "3", "target": "8", "value": 1}, + {"source": "3", "target": "11", "value": 1}, {"source": "3", "target": "7", "value": 1}, - {"source": "5", "target": "6", "value": 9}, + {"source": "5", "target": "6", "value": 1}, {"source": "5", "target": "8", "value": 1}, - {"source": "5", "target": "9", "value": 10}, + {"source": "5", "target": "9", "value": 1}, {"source": "5", "target": "11", "value": 1}, - {"source": "6", "target": "9", "value": 4}, - {"source": "6", "target": "14", "value": 5}, + {"source": "6", "target": "9", "value": 1}, + {"source": "6", "target": "14", "value": 1}, {"source": "7", "target": "11", "value": 1}, - {"source": "8", "target": "11", "value": 7}, - {"source": "9", "target": "10", "value": 7}, - {"source": "9", "target": "12", "value": 7}, - {"source": "9", "target": "14", "value": 7}, - {"source": "10", "target": "12", "value": 9}, - {"source": "10", "target": "10", "value": 1}, - {"source": "12", "target": "13", "value": 4}, - {"source": "12", "target": "14", "value": 3}, - {"source": "13", "target": "14", "value": 2} + {"source": "8", "target": "11", "value": 1}, + {"source": "9", "target": "10", "value": 1}, + {"source": "9", "target": "12", "value": 1}, + {"source": "9", "target": "14", "value": 1}, + {"source": "10", "target": "12", "value": 1}, + {"source": "12", "target": "13", "value": 1}, + {"source": "12", "target": "14", "value": 1}, + {"source": "13", "target": "14", "value": 1} ] - } + } \ No newline at end of file From 9d8b15378b80d369e070b3f014800d2eb7aa6d04 Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 22:17:03 -0500 Subject: [PATCH 59/80] Update readme --- data/dataset4.json | 1 - data/dataset4_fix.json | 6 +++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/data/dataset4.json b/data/dataset4.json index c654a89..15c253e 100644 --- a/data/dataset4.json +++ b/data/dataset4.json @@ -41,7 +41,6 @@ {"source": "9", "target": "12", "value": 7}, {"source": "9", "target": "14", "value": 7}, {"source": "10", "target": "12", "value": 9}, - {"source": "10", "target": "10", "value": 1}, {"source": "12", "target": "13", "value": 4}, {"source": "12", "target": "14", "value": 3}, {"source": "13", "target": "14", "value": 2} diff --git a/data/dataset4_fix.json b/data/dataset4_fix.json index 57710cc..38edc87 100644 --- a/data/dataset4_fix.json +++ b/data/dataset4_fix.json @@ -22,7 +22,7 @@ {"source": "0", "target": "4", "value": 1}, {"source": "1", "target": "2", "value": 1}, {"source": "2", "target": "4", "value": 5}, - {"source": "2", "target": "10", "value": 1}, + {"source": "2", "target": "10", "value": 9}, {"source": "3", "target": "8", "value": 2}, {"source": "3", "target": "11", "value": 6}, {"source": "3", "target": "7", "value": 1}, @@ -34,10 +34,10 @@ {"source": "6", "target": "14", "value": 5}, {"source": "7", "target": "11", "value": 1}, {"source": "8", "target": "11", "value": 7}, - {"source": "9", "target": "10", "value": 7}, + {"source": "9", "target": "10", "value": 3}, {"source": "9", "target": "12", "value": 7}, {"source": "9", "target": "14", "value": 7}, - {"source": "10", "target": "12", "value": 9}, + {"source": "10", "target": "12", "value": 2}, {"source": "12", "target": "13", "value": 4}, {"source": "12", "target": "14", "value": 3}, {"source": "13", "target": "14", "value": 2} From 17ca76a46d93f9f2fe621d64fd5bdba7954cad11 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 10:19:04 +0700 Subject: [PATCH 60/80] hide console debug --- scripts/math_script.js | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/scripts/math_script.js b/scripts/math_script.js index d78b297..5c7c780 100644 --- a/scripts/math_script.js +++ b/scripts/math_script.js @@ -329,7 +329,7 @@ function between_e(graph){ S.splice(0,1); while (S.length!=0){ var j = S.pop(); - console.log(j+" -- "+d[j]); + //console.log(j+" -- "+d[j]); if (Pathd[j]!=null) { //document.write("
-- "+j); @@ -346,7 +346,7 @@ function between_e(graph){ //eb[j][i]+=w[i]/w[j]*sumb; ebs[i][j]+=w[i]/w[j]*sumb; //ebs[j][i]+=w[i]/w[j]*sumb; - //console.log("3-9: "+ebs[3][9]+" 0-9: "+ebs[0][9]); + //console.log("2-10: "+ebs[2][10]+" 10-12: "+ebs[10][12]+"10-9: "+ebs[9][10]); //console.log(ebs[i][t]); if (ebs[i][j]>max_ebs[0]){ max_ebs[0]=ebs[i][j]; @@ -382,12 +382,22 @@ function between_e(graph){ max_ebs[1]=i; max_ebs[2]=j; //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); - } + } else{ + if (ebs[i][j]==max_ebs[0]){ + if (Math.abs(d[i]-d[j])"+"max "+ max_ebs); + } + } + } } } } - console.log("----end---- "+s); + //console.log("----end---- "+s); } if (max_ebs[0]!=0){ step.push([max_ebs[1],max_ebs[2]]); From 80cb4fa3d91aa891d99b5c5934674341370e9c3b Mon Sep 17 00:00:00 2001 From: Tommy Dang Date: Sat, 27 Aug 2016 23:56:15 -0500 Subject: [PATCH 61/80] Update readme --- data/dataset4.json | 19 +--- data/dataset4_fix.json | 2 +- data/imdb50.json | 113 ++++++++++++++++++++ data/vis75.json | 227 +++++++++++++++++++++++++++++++++++++++++ 4 files changed, 345 insertions(+), 16 deletions(-) create mode 100644 data/imdb50.json create mode 100644 data/vis75.json diff --git a/data/dataset4.json b/data/dataset4.json index 4d23729..574d3f5 100644 --- a/data/dataset4.json +++ b/data/dataset4.json @@ -33,24 +33,13 @@ {"source": "6", "target": "9", "value": 1}, {"source": "6", "target": "14", "value": 1}, {"source": "7", "target": "11", "value": 1}, -<<<<<<< HEAD - {"source": "8", "target": "11", "value": 7}, - {"source": "9", "target": "10", "value": 7}, - {"source": "9", "target": "12", "value": 7}, + {"source": "8", "target": "11", "value": 1}, + {"source": "9", "target": "10", "value": 1}, + {"source": "9", "target": "12", "value": 1}, {"source": "9", "target": "14", "value": 7}, - {"source": "10", "target": "12", "value": 9}, + {"source": "10", "target": "12", "value": 2}, {"source": "12", "target": "13", "value": 4}, {"source": "12", "target": "14", "value": 3}, {"source": "13", "target": "14", "value": 2} -======= - {"source": "8", "target": "11", "value": 1}, - {"source": "9", "target": "10", "value": 1}, - {"source": "9", "target": "12", "value": 1}, - {"source": "9", "target": "14", "value": 1}, - {"source": "10", "target": "12", "value": 1}, - {"source": "12", "target": "13", "value": 1}, - {"source": "12", "target": "14", "value": 1}, - {"source": "13", "target": "14", "value": 1} ->>>>>>> 9a44f491c1db06fba6d06e7b9232d0b9dab46997 ] } \ No newline at end of file diff --git a/data/dataset4_fix.json b/data/dataset4_fix.json index 38edc87..b01b28d 100644 --- a/data/dataset4_fix.json +++ b/data/dataset4_fix.json @@ -34,7 +34,7 @@ {"source": "6", "target": "14", "value": 5}, {"source": "7", "target": "11", "value": 1}, {"source": "8", "target": "11", "value": 7}, - {"source": "9", "target": "10", "value": 3}, + {"source": "9", "target": "10", "value": 1}, {"source": "9", "target": "12", "value": 7}, {"source": "9", "target": "14", "value": 7}, {"source": "10", "target": "12", "value": 2}, diff --git a/data/imdb50.json b/data/imdb50.json new file mode 100644 index 0000000..751aa2b --- /dev/null +++ b/data/imdb50.json @@ -0,0 +1,113 @@ +{ +"nodes": [ + {"id": "0", "name": "Schmidt, Michael Q.", "group": 1}, + {"id": "1", "name": "Rosen, Larry (III)", "group": 1}, + {"id": "2", "name": "Walker, Doug (VI)", "group": 1}, + {"id": "3", "name": "Tennant, David (I)", "group": 1}, + {"id": "4", "name": "Nasser (I)", "group": 1}, + {"id": "5", "name": "Lovhaug, Lewis", "group": 1}, + {"id": "6", "name": "Greenall, Simon", "group": 1}, + {"id": "7", "name": "Brahmanandam", "group": 1}, + {"id": "8", "name": "Mandir, Marin", "group": 1}, + {"id": "9", "name": "Eldon, Kevin", "group": 1}, + {"id": "10", "name": "Chalk, Garry", "group": 1}, + {"id": "11", "name": "McNeil, Scott (I)", "group": 1}, + {"id": "12", "name": "Richardson, Kevin Michael", "group": 1}, + {"id": "13", "name": "Jones, Doug (I)", "group": 1}, + {"id": "14", "name": "Gariffo, Joe", "group": 1}, + {"id": "15", "name": "Raj, Prakash (I)", "group": 1}, + {"id": "16", "name": "Koyama, Rikiya", "group": 1}, + {"id": "17", "name": "Cheena, Parvesh", "group": 1}, + {"id": "18", "name": "Reed, Bobby (I)", "group": 1}, + {"id": "19", "name": "Costello, Shaun Paul", "group": 1}, + {"id": "20", "name": "Bharani, Tanikella", "group": 1}, + {"id": "21", "name": "Jones, Brad (VII)", "group": 1}, + {"id": "22", "name": "Miller, T.J.", "group": 1}, + {"id": "23", "name": "Sakurai, Takahiro", "group": 1}, + {"id": "24", "name": "Marsden, Jason (I)", "group": 1}, + {"id": "25", "name": "Antwiler, Noah", "group": 1}, + {"id": "26", "name": "Black, Jordan (I)", "group": 1}, + {"id": "27", "name": "Matsuda, Sh�ta", "group": 1}, + {"id": "28", "name": "Tachiki, Fumihiko", "group": 1}, + {"id": "29", "name": "Drummond, Brian (I)", "group": 1}, + {"id": "30", "name": "Licciardello, Chas", "group": 1}, + {"id": "31", "name": "Jeremy, Ron", "group": 1}, + {"id": "32", "name": "Black, Jack (I)", "group": 1}, + {"id": "33", "name": "Dobson, Michael (I)", "group": 1}, + {"id": "34", "name": "Bennett, Jeff (I)", "group": 1}, + {"id": "35", "name": "Villella, Chad", "group": 1}, + {"id": "36", "name": "Posehn, Brian", "group": 1}, + {"id": "37", "name": "Bettinelli-Olpin, Matt", "group": 1}, + {"id": "38", "name": "Kramaric, Goran", "group": 1}, + {"id": "39", "name": "Churchson, Scott", "group": 1}, + {"id": "40", "name": "Galifianakis, Zach", "group": 1}, + {"id": "41", "name": "Chinnery, Mark", "group": 1}, + {"id": "42", "name": "Ramos, Wendell", "group": 1}, + {"id": "43", "name": "Trillo, Dennis", "group": 1}, + {"id": "44", "name": "Sabat, Christopher (I)", "group": 1}, + {"id": "45", "name": "Williams, Gary Anthony", "group": 1}, + {"id": "46", "name": "Ishida, Akira (I)", "group": 1}, + {"id": "47", "name": "Dobson, Paul (I)", "group": 1}, + {"id": "48", "name": "Webb, Robert (VI)", "group": 1}, + {"id": "49", "name": "Taylor, Chris (XII)", "group": 1} +], +"links": [ + {"source": "0", "target": "17", "value": 1}, + {"source": "0", "target": "31", "value": 1}, + {"source": "1", "target": "39", "value": 3}, + {"source": "2", "target": "5", "value": 5}, + {"source": "2", "target": "13", "value": 1}, + {"source": "2", "target": "21", "value": 4}, + {"source": "2", "target": "25", "value": 4}, + {"source": "3", "target": "22", "value": 1}, + {"source": "4", "target": "7", "value": 2}, + {"source": "4", "target": "15", "value": 2}, + {"source": "4", "target": "20", "value": 3}, + {"source": "5", "target": "13", "value": 1}, + {"source": "5", "target": "21", "value": 4}, + {"source": "5", "target": "25", "value": 3}, + {"source": "6", "target": "9", "value": 2}, + {"source": "7", "target": "15", "value": 3}, + {"source": "7", "target": "20", "value": 6}, + {"source": "8", "target": "38", "value": 5}, + {"source": "9", "target": "48", "value": 1}, + {"source": "10", "target": "11", "value": 7}, + {"source": "10", "target": "29", "value": 3}, + {"source": "10", "target": "33", "value": 3}, + {"source": "10", "target": "47", "value": 4}, + {"source": "11", "target": "29", "value": 4}, + {"source": "11", "target": "33", "value": 5}, + {"source": "11", "target": "47", "value": 5}, + {"source": "12", "target": "24", "value": 1}, + {"source": "12", "target": "34", "value": 6}, + {"source": "12", "target": "36", "value": 2}, + {"source": "13", "target": "35", "value": 1}, + {"source": "14", "target": "19", "value": 4}, + {"source": "15", "target": "20", "value": 3}, + {"source": "16", "target": "28", "value": 1}, + {"source": "16", "target": "44", "value": 1}, + {"source": "17", "target": "18", "value": 1}, + {"source": "17", "target": "24", "value": 1}, + {"source": "17", "target": "34", "value": 1}, + {"source": "21", "target": "25", "value": 2}, + {"source": "22", "target": "36", "value": 1}, + {"source": "23", "target": "28", "value": 1}, + {"source": "23", "target": "44", "value": 1}, + {"source": "23", "target": "46", "value": 1}, + {"source": "24", "target": "34", "value": 2}, + {"source": "26", "target": "45", "value": 1}, + {"source": "27", "target": "41", "value": 3}, + {"source": "28", "target": "44", "value": 1}, + {"source": "28", "target": "46", "value": 4}, + {"source": "29", "target": "33", "value": 4}, + {"source": "29", "target": "47", "value": 3}, + {"source": "30", "target": "49", "value": 6}, + {"source": "32", "target": "40", "value": 1}, + {"source": "33", "target": "47", "value": 4}, + {"source": "34", "target": "36", "value": 1}, + {"source": "35", "target": "37", "value": 4}, + {"source": "36", "target": "40", "value": 1}, + {"source": "41", "target": "46", "value": 1}, + {"source": "42", "target": "43", "value": 2} +] +} \ No newline at end of file diff --git a/data/vis75.json b/data/vis75.json new file mode 100644 index 0000000..dc8b477 --- /dev/null +++ b/data/vis75.json @@ -0,0 +1,227 @@ +{ +"nodes": [ + {"id": "0", "name": "Kwan-Liu Ma", "group": 1}, + {"id": "1", "name": "Kaufman, A.", "group": 1}, + {"id": "2", "name": "Ertl, T.", "group": 1}, + {"id": "3", "name": "van Wijk, J.J.", "group": 1}, + {"id": "4", "name": "Keim, D.A.", "group": 1}, + {"id": "5", "name": "Ribarsky, W.", "group": 1}, + {"id": "6", "name": "Hamann, B.", "group": 1}, + {"id": "7", "name": "Pfister, H.", "group": 1}, + {"id": "8", "name": "Groller, M.E.", "group": 1}, + {"id": "9", "name": "Weiskopf, D.", "group": 1}, + {"id": "10", "name": "Hagen, H.", "group": 1}, + {"id": "11", "name": "Hauser, H.", "group": 1}, + {"id": "12", "name": "Munzner, T.", "group": 1}, + {"id": "13", "name": "Silva, C.T.", "group": 1}, + {"id": "14", "name": "Groller, E.", "group": 1}, + {"id": "15", "name": "Ebert, D.S.", "group": 1}, + {"id": "16", "name": "Pascucci, V.", "group": 1}, + {"id": "17", "name": "Mueller, K.", "group": 1}, + {"id": "18", "name": "Laidlaw, D.H.", "group": 1}, + {"id": "19", "name": "Scheuermann, G.", "group": 1}, + {"id": "20", "name": "Joy, K.I.", "group": 1}, + {"id": "21", "name": "Huamin Qu", "group": 1}, + {"id": "22", "name": "Chang, R.", "group": 1}, + {"id": "23", "name": "Han-Wei Shen", "group": 1}, + {"id": "24", "name": "North, C.", "group": 1}, + {"id": "25", "name": "Stasko, J.", "group": 1}, + {"id": "26", "name": "Wood, J.", "group": 1}, + {"id": "27", "name": "Westermann, R.", "group": 1}, + {"id": "28", "name": "Rheingans, P.", "group": 1}, + {"id": "29", "name": "Hansen, C.", "group": 1}, + {"id": "30", "name": "Hege, H.-C.", "group": 1}, + {"id": "31", "name": "Theisel, H.", "group": 1}, + {"id": "32", "name": "Hanson, A.J.", "group": 1}, + {"id": "33", "name": "Heer, J.", "group": 1}, + {"id": "34", "name": "Moller, T.", "group": 1}, + {"id": "35", "name": "Hanrahan, P.", "group": 1}, + {"id": "36", "name": "Ward, M.O.", "group": 1}, + {"id": "37", "name": "Dykes, J.", "group": 1}, + {"id": "38", "name": "Schreck, T.", "group": 1}, + {"id": "39", "name": "Tory, M.", "group": 1}, + {"id": "40", "name": "Carpendale, S.", "group": 1}, + {"id": "41", "name": "Tricoche, X.", "group": 1}, + {"id": "42", "name": "Pak Chung Wong", "group": 1}, + {"id": "43", "name": "Nielson, G.M.", "group": 1}, + {"id": "44", "name": "Preim, B.", "group": 1}, + {"id": "45", "name": "Xiaoru Yuan", "group": 1}, + {"id": "46", "name": "Isenberg, P.", "group": 1}, + {"id": "47", "name": "Seidel, H.-P.", "group": 1}, + {"id": "48", "name": "Varshney, A.", "group": 1}, + {"id": "49", "name": "Garth, C.", "group": 1}, + {"id": "50", "name": "Andrienko, N.", "group": 1}, + {"id": "51", "name": "Andrienko, G.", "group": 1}, + {"id": "52", "name": "Shneiderman, B.", "group": 1}, + {"id": "53", "name": "Shixia Liu", "group": 1}, + {"id": "54", "name": "Jing Yang", "group": 1}, + {"id": "55", "name": "Bruckner, S.", "group": 1}, + {"id": "56", "name": "Hadwiger, M.", "group": 1}, + {"id": "57", "name": "Lindstrom, P.", "group": 1}, + {"id": "58", "name": "Bongshin Lee", "group": 1}, + {"id": "59", 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zoBH_p-4|BAP__NnhSY_pp8X>@`5-2G=NS1LuzqZZT7i5#$KW1)uqbJ*xB!lMFFUZ- zFutZ(@$Fw==eyk{z(VJL7>4_x9-l@LGWHv;Xmv c2ih4d1sF)CLt<3~^DFmmYv0PbY5nYf0mcI5(EtDd literal 0 HcmV?d00001 From 311fc79a81d1a7b5d5be0c3313e30bd2209a1131 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 14:01:22 +0700 Subject: [PATCH 65/80] Update README.md --- README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/README.md b/README.md index 87b2036..57f8f35 100644 --- a/README.md +++ b/README.md @@ -22,6 +22,16 @@ The following image shows collaboration network of the top 100 researchers from ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) +### Jazz Musicians network +The following image shows contains the network of friendships between the 34 members of a karate club at a US university, as described by Wayne Zachary in 1977. Dataset at [UCI Network Data Repository](https://networkdata.ics.uci.edu/data.php?id=105). + +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/karate.png) + +### Jazz Musicians network +The following image shows the collaboration network between Jazz musicians. Each node is a Jazz musician and an edge denotes that two musicians have played together in a band from [Koblenz Network Collection](http://konect.uni-koblenz.de/networks/arenas-jazz). + +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/jazz musician.png) + ### References http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.066133 From f979bf9281fe81e70d869aa709241f2ee7050eec Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 14:02:18 +0700 Subject: [PATCH 66/80] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 57f8f35..f5303b5 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ The following image shows collaboration network of the top 100 researchers from ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/vis_100.png) -### Jazz Musicians network +### Zachary's Karate Club The following image shows contains the network of friendships between the 34 members of a karate club at a US university, as described by Wayne Zachary in 1977. Dataset at [UCI Network Data Repository](https://networkdata.ics.uci.edu/data.php?id=105). ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/karate.png) @@ -30,7 +30,7 @@ The following image shows contains the network of friendships between the 34 mem ### Jazz Musicians network The following image shows the collaboration network between Jazz musicians. Each node is a Jazz musician and an edge denotes that two musicians have played together in a band from [Koblenz Network Collection](http://konect.uni-koblenz.de/networks/arenas-jazz). -![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/jazz musician.png) +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/Jazz musician.png) ### References From 35a3c9992a5a93e45ec67ffb67868342f63e5a47 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Sun, 28 Aug 2016 14:04:13 +0700 Subject: [PATCH 67/80] Add files via upload --- scripts/math_script.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/math_script.js b/scripts/math_script.js index 5c7c780..e5aa617 100644 --- a/scripts/math_script.js +++ b/scripts/math_script.js @@ -422,7 +422,7 @@ function between_e(graph){ } } } - console.log("----step: "+ step+" av"+av+"
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Eac ![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/Jazz musician.png) +### American College Football +The following image shows the network of American football games +between Division IA colleges during regular season Fall 2000, as compiled +by M. Girvan and M. Newman. Dataset: [UCI Network Data Repository](https://networkdata.ics.uci.edu/data.php?id=5). + +![ScreenShot](https://github.com/iDataVisualizationLab/NetworkClustering/blob/master/figures/football.png) + ### References http://journals.aps.org/pre/abstract/10.1103/PhysRevE.69.066133 From 2d0e1c4f1ee66acad0dde5edc6a9ce2c9a06b7b3 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 29 Aug 2016 09:22:05 +0700 Subject: [PATCH 72/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 689e6c9..a40cec1 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](http://hexagon.esy.es/). +Our web application is available at [online demo](http://hexagon.esy.es/)[back up link](http://hexagon.pe.hu/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. From 9346ac60d54741cfd14b86ede87ec5843b51b580 Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 29 Aug 2016 09:22:33 +0700 Subject: [PATCH 73/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a40cec1..3edc3e5 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](http://hexagon.esy.es/)[back up link](http://hexagon.pe.hu/). +Our web application is available at [online demo](http://hexagon.esy.es/)|[back up link](http://hexagon.pe.hu/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. From 74d7882bf3c7ea30fe005345cef83c2b9017182d Mon Sep 17 00:00:00 2001 From: nvtNgan Date: Mon, 29 Aug 2016 09:51:14 +0700 Subject: [PATCH 74/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3edc3e5..e107f67 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](http://hexagon.esy.es/)|[back up link](http://hexagon.pe.hu/). +Our web application is available at [online demo](https://nvtngan.github.io/)|[back up link](http://hexagon.pe.hu/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. 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+ \ No newline at end of file diff --git a/scripts/main.js b/scripts/main.js index c47fcef..d2e40a9 100644 --- a/scripts/main.js +++ b/scripts/main.js @@ -1,458 +1,598 @@ -/*title -var svg_ti = d3.select("#title").append("svg") - .attr("width","100%").attr("height","30px"); - svg_ti.append("rect").attr("width","100%") - .attr("height","30px").attr("background","#000");*/ -//body -var margin = {top: 0, right: 20, bottom: 20, left: 0}; -var width = (window.innerWidth -|| document.documentElement.clientWidth -|| document.body.clientWidth) - margin.left - margin.right; -var height = (window.innerHeight -|| document.documentElement.clientHeight -|| document.body.clientHeight) - margin.top - margin.bottom; - -var wtree_b_g = width*0.25; -var htree_b_g = width*0.125; -var mtree_g = {top: 10, right: 50, bottom: 50, left: 50}; -var wtree_g = wtree_b_g-mtree_g.left-mtree_g.right; -var htree_g = htree_b_g-mtree_g.top-mtree_g.bottom; - -var wtree_b = width*0.25; -var htree_b = height-htree_b_g; -var mtree = {top: 10, right: 50, bottom: 0, left: 50}; -var wtree = wtree_b-mtree.left-mtree.right; -var htree = htree_b-mtree.top-mtree.bottom; - -var wgroup = width-wtree-mtree.left-mtree_g.right; -var hgroup = height; -var bar_pos = [{x1:0, y1:height,x2:0, y2:0}]; - -var wtime = 300; -var htime = 50; -var mtime = {top: (hgroup-htime-10), right: 0, bottom: 0, left: (wgroup-wtime-10)}; -d3.select("#container").append("div").attr("id","group").attr("class","group").style("left",(margin.left+wtree_b)+"px"); -var svg = d3.select("#group").append("svg") - .attr("width", wgroup) - .attr("height", hgroup) -var svg_graph = d3.select("#treemap_graph").append("svg") - // .style("background", "#eed") - - .attr("width", wtree_b_g) - .attr("height", htree_b_g) - .append("g") - .attr("width", wtree_b_g) - .attr("height", htree_b_g); - -d3.select("#treemap_main").append("div").attr("id","treemap_tree").attr("class","treemap_tree").style("top",(margin.top+htree_b_g)+"px"); -var svg4 = d3.select("#treemap_tree") - .append("svg") - .style("position", "absolute") - .attr("width", wtree_b) - .attr("height", htree_b) - .append("g") - .attr("width", wtree_b) - .attr("height", htree_b) - .attr("transform", "translate(" + [mtree.left, mtree.top] + ")"); -var svg_bar = d3.select("#treemap_bar").append("svg") - // .style("background", "#eed") - .attr("width", wtree_b) - .attr("height", height); - //.attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")"); -var color = d3.scaleOrdinal(d3.schemeCategory10); - - -var simulation = d3.forceSimulation() - .force("link", d3.forceLink().id(function(d) { return d.id; })) - .force("charge", d3.forceManyBody()) - .force("center", d3.forceCenter((width-wtree_b)/2, height/2)); -var tree = d3.cluster() - .size([htree, wtree]) - .separation(function(a, b) { return 1; }); -var bar = svg_bar.append("g") - .attr("class", "bar") - .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")"); -var bar_l1 = bar - .append("line") - .classed('b',true) - .data(bar_pos) - .style("stroke-dasharray", "4, 2") - .style("stroke-width", "2px") - .attr("x1", function(d) { return d.x1; }) - .attr("y1", function(d) { return d.y1; }) - .attr("x2", function(d) { return d.x2; }) - .attr("y2", function(d) { return d.y2; }); -var bar_l2 = bar.append("line") - .classed('a',true) - .data(bar_pos) - .style("opacity", "0") - .attr("x1", function(d) { return d.x1; }) - .attr("y1", function(d) { return d.y1; }) - .attr("x2", function(d) { return d.x2; }) - .attr("y2", function(d) { return d.y2; }); -var focus; -var tree_dx; -var node2; -var node; -var roots; -var tree_deep_cv; -var radius = 6; -/* -<<<<<<< HEAD - -======= ->>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ -//d3.json("data/karate.json", function(error, graph) { - d3.json("data/dataset4_fix.json", function(error, graph) { -if (error) throw error; -var num_n = graph.nodes.length; -var start_time = performance.now(); -//processing - var step = between_e(graph); -var end_time_b = performance.now(); - var max_lv=step.length+1; -// tree - var tree_hi = tree_mapingv3(step,graph); -var end_time_t = performance.now(); - var tree_deep = d3.scaleLinear().domain([tree_hi[0].depth,0]).range([0,wtree]); - tree_deep_cv = d3.scaleLinear().domain([tree_hi[0].depth,0]).range([0,tree_hi[1].length]); - tree_dx = wtree/tree_hi[1].length; -//end - roots = d3.hierarchy(tree_hi[0]); - tree(roots); - var link2 = svg4.selectAll(".link") - .data(roots.descendants().slice(roots.name=="join all"?(roots.children.length+1):1)) - .enter().append("path") - .attr("class", "link") - .attr("d", function(d) { - return "M" + [tree_deep(d.data.depth), d.x] - + "L" + [tree_deep(d.parent.data.depth), d.x] - + "L" + [tree_deep(d.parent.data.depth), d.parent.x]; - /*+ "C" + [(tree_deep(d.parent.data.depth)+tree_deep(d.data.depth))/2, d.x] - + " " + [tree_deep(d.parent.data.depth), (d.x+d.parent.x)/2] - + " " + [tree_deep(d.parent.data.depth), d.parent.x];*/ - }) - .attr("stroke", function(d) { return color(1); }); - - function size_scale (){ - if (num_n*2*4max_Q.val){max_Q.val = d; max_Q.pos = i} return x_range(tree_hi[1].length-i); }) - .y(function(d) { return y_range(d); }); - - svg_graph.append("g") - .attr("class", "axis axis--x") - .attr("transform", "translate(" + [mtree_g.left, mtree_g.top+htree_g] + ")") - .call(d3.axisBottom(x_range).tickSize(5)); - - svg_graph.append("g") - .attr("class", "axis axis--x") - .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") - .call(d3.axisLeft(y_range)); - - svg_graph.append("path") - .attr("class", "graph") - .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") - .data([1]) - .attr("d", line_g(tree_hi[1])); - - svg_graph.append("text") - .attr("class","graph-title") - .attr("text-anchor", "middle") - .attr("transform", "translate("+ [mtree_g.left-35, mtree_g.top+htree_g/2] +")rotate(-90)") // text is drawn off the screen top left, move down and out and rotate - .text("Modularity - Q"); - svg_graph.append("text") - .attr("class","graph-title") - .attr("text-anchor", "middle") - .attr("transform", "translate("+ [mtree_g.left+wtree_g/2, mtree_g.top+htree_g+35]+")") // text is drawn off the screen top left, move down and out and rotate - .text("Number of clusters"); - - focus = svg_graph.append("g") - .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") - .append("g") - .attr("class", "focus") - - .style("display", "none"); - - focus.append("circle") - .attr("r", 4.5); - - focus.append("text") - .attr("x", 9) - .attr("dy", ".35em"); - - focus.append("line") - .classed("x", true) - .attr("fill", "none") - .attr("stroke", "black") - .attr("stroke-width", "1.5px") - .attr("stroke-dasharray", "3 3"); - - /*svg_bar.append("rect") - .attr("class", "overlay") - .attr("width", wtree_g) - .attr("height", htree_g) - .attr("transform", "translate(" + [mtree_g.right, mtree_g.top] + ")") - .on("mouseover", function(d){ focus.style('display', null)}) - .on("mouseout", function(d){focus.style('display', 'none')}) - .on("mousemove", mousemove); - function mousemove() { - var x0 = Math.round(x_range.invert(d3.mouse(this)[0])); - d = y_range(tree_hi[1][x0]); - focus.attr("transform", "translate(" + x_range(x0)+ "," + (d ) + ")"); - focus.select("text").text(tree_hi[1][x0]); - focus.select("line.y") - .attr("x1",0) - .attr("y1",0) - .attr("x2",0) - .attr("y2",d); - }*/ - - //---------------node - var link = svg.append("g") - .attr("class", "links") - .selectAll("line") - .data(graph.links) - .enter().append("line") - .attr("stroke-width", function(d) { return Math.sqrt(d.value); }); - - node = svg.append("g") - .attr("class", "nodes") - .selectAll("circle") - //.data(graph.nodes) - .data(graph.nodes,function(d) { return d.id; }) - .enter().append("circle") - .attr("r", 5) - .attr("fill", function(d) { return color(d.group); }) - .call(d3.drag() - .on("start", dragstarted) - .on("drag", dragged) - .on("end", dragended)); - - node.append("title") - .text(function(d){return takeaname(d);}); - node.append("text") - .attr("dx", 12) - .attr("dy", ".35em") - .text(function(d){return takeaname(d);}); - - simulation.force("charge", d3.forceManyBody().strength(function(){return -wgroup/graph.nodes.length})); - simulation - .nodes(graph.nodes) - .on("tick", ticked); - - simulation.force("link") - .links(graph.links); - - function ticked() { - node - .attr("cx", function(d) { return d.x = Math.max(radius, Math.min(wgroup - radius, d.x)); }) - .attr("cy", function(d) { return d.y = Math.max(radius, Math.min(hgroup - radius, d.y)); }) - .attr("fill" , function(d){ return color(d.group)}); - link - .attr("x1", function(d) { return d.source.x; }) - .attr("y1", function(d) { return d.source.y; }) - .attr("x2", function(d) { return d.target.x; }) - .attr("y2", function(d) { return d.target.y; }); - } - //---------------------init bar - bar_l2.attr("transform", function(d){ - return "translate(" + [ x_range(tree_hi[1].length-max_Q.pos),0 ] + ")"}); - bar_l1.attr("transform", function(d){ - return "translate(" + [ x_range(tree_hi[1].length-max_Q.pos),0 ] + ")"}); - var x0 = x_range(tree_hi[1].length-max_Q.pos); - y0 = y_range(max_Q.val); - focus.attr("transform", "translate(" + x0 + "," + y0 + ")"); - focus.select("text").text(max_Q.val); - focus.select("line.x") - .attr("x1",0) - .attr("y1",0) - .attr("x2",-x0) - .attr("y2",0); - bar_l2.attr("x1",function(d){d.x1 = x0; return bar_pos.x1}); - var numofg=1; - update_group(tree_hi[1].length-max_Q.pos-1); - //--------------- - bar_l2.call(d3.drag() - .on("start", dragstarted_bar) - .on("drag", dragged_bar) - .on("end", dragended_bar)) - .on("mousemove",dragstarted_bar) - .on("mouseout",mouseout); - - function mouseout(d){ - bar_l2.style("opacity", "0"); - focus.style('display', "none"); - clusterbox.style("display","none"); - } - function dragstarted_bar(d) { - bar_l2.style("opacity", "0.5"); - focus.style('display', null); - clusterbox.style("display",null); - var x0 = Math.round(x_range.invert(d.x1)); - d = y_range(tree_hi[1][tree_hi[1].length-x0]); - focus.attr("transform", "translate(" + x_range(x0)+ "," + (d ) + ")"); - focus.select("text").text(tree_hi[1][tree_hi[1].length-x0]); - focus.select("line.x") - .attr("x1",0) - .attr("y1",0) - .attr("x2",-x_range(x0)) - .attr("y2",0); - } - - function dragged_bar(d) { - bar_l2.on("mouseout",null) - d.x1 += d3.event.dx; - if (d.x1<=0) - d.x1 = 0; - else{ - if (d.x1>= wtree) - d.x1 = wtree; - - else - { - bar_l2.attr("transform", function(d){ - return "translate(" + [ d.x1,0 ] + ")"}); - bar_l1.attr("transform", function(d){ - return "translate(" + [ d.x1,0 ] + ")"}); - } - - } - var x0 = Math.round(x_range.invert(d.x1)); - d = y_range(tree_hi[1][tree_hi[1].length-x0]); - focus.attr("transform", "translate(" + x_range(x0)+ "," + (d ) + ")"); - focus.select("text").text(tree_hi[1][tree_hi[1].length-x0]); - focus.select("line.x") - .attr("x1",0) - .attr("y1",0) - .attr("x2",-x_range(x0)) - .attr("y2",0); - //d.x2 = d.x1; - clusterbox.select("text").text("# of clusters : "+(x0+1)+" | Q : "+Math.round((tree_hi[1][tree_hi[1].length-x0])*1000)/1000); - } - - function dragended_bar(d) { - bar_l2.style("opacity", "0") - .on("mouseout",mouseout);; - focus.style('display', "none"); - var depth = Math.round(x_range.invert(d.x1))-1; - if (depth<0) - depth=0; - //update_group(depth tree_hi[1].length-max_Q.pos-1); - update_group(depth); - } - - function update_group(depth){ - var cg = 0; - var leave=[]; - var node_t=[]; - node_t.push(roots); - while (node_t.length!=0){ - var node_t_t = node_t.pop(); - if (tree_deep_cv(node_t_t.data.depth)>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ +// d3.json("data/karate.json", function(error, graph) { +d3.json("data/imdb171.json", function (error, graph) { + // d3.json("data/dataset4_fix.json", function(error, graph) { + if (error) throw error; + // for(var i=0;i max_Q.val) { + max_Q.val = d; + max_Q.pos = i + } + return x_range(tree_hi[1].length - i); + }) + .y(function (d) { + return y_range(d); + }); + + svg_graph.append("g") + .attr("class", "axis axis--x") + .attr("transform", "translate(" + [mtree_g.left, mtree_g.top + htree_g] + ")") + .call(d3.axisBottom(x_range).tickSize(5)); + + svg_graph.append("g") + .attr("class", "axis axis--x") + .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") + .call(d3.axisLeft(y_range)); + + svg_graph.append("path") + .attr("class", "graph") + .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") + .data([1]) + .attr("d", line_g(tree_hi[1])); + + svg_graph.append("text") + .attr("class", "graph-title") + .attr("text-anchor", "middle") + .attr("transform", "translate(" + [mtree_g.left - 35, mtree_g.top + htree_g / 2] + ")rotate(-90)") // text is drawn off the screen top left, move down and out and rotate + .text("Modularity - Q"); + svg_graph.append("text") + .attr("class", "graph-title") + .attr("text-anchor", "middle") + .attr("transform", "translate(" + [mtree_g.left + wtree_g / 2, mtree_g.top + htree_g + 35] + ")") // text is drawn off the screen top left, move down and out and rotate + .text("Number of clusters"); + + focus = svg_graph.append("g") + .attr("transform", "translate(" + [mtree_g.left, mtree_g.top] + ")") + .append("g") + .attr("class", "focus") + + .style("display", "none"); + + focus.append("circle") + .attr("r", 4.5); + + focus.append("text") + .attr("x", 9) + .attr("dy", ".35em"); + + focus.append("line") + .classed("x", true) + .attr("fill", "none") + .attr("stroke", "black") + .attr("stroke-width", "1.5px") + .attr("stroke-dasharray", "3 3"); + + /*svg_bar.append("rect") + .attr("class", "overlay") + .attr("width", wtree_g) + .attr("height", htree_g) + .attr("transform", "translate(" + [mtree_g.right, mtree_g.top] + ")") + .on("mouseover", function(d){ focus.style('display', null)}) + .on("mouseout", function(d){focus.style('display', 'none')}) + .on("mousemove", mousemove); + function mousemove() { + var x0 = Math.round(x_range.invert(d3.mouse(this)[0])); + d = y_range(tree_hi[1][x0]); + focus.attr("transform", "translate(" + x_range(x0)+ "," + (d ) + ")"); + focus.select("text").text(tree_hi[1][x0]); + focus.select("line.y") + .attr("x1",0) + .attr("y1",0) + .attr("x2",0) + .attr("y2",d); + }*/ + + //---------------node + var link = svg.append("g") + .attr("class", "links") + .selectAll("line") + .data(graph.links) + .enter().append("line") + .attr("stroke-width", function (d) { + return Math.sqrt(d.value); + }); + + node = svg.append("g") + .attr("class", "nodes") + .selectAll("circle") + //.data(graph.nodes) + .data(graph.nodes, function (d) { + return d.id; + }) + .enter().append("circle") + .attr("r", 5) + .attr("fill", function (d) { + return color(d.group); + }) + .call(d3.drag() + .on("start", dragstarted) + .on("drag", dragged) + .on("end", dragended)); + + node.append("title") + .text(function (d) { + return takeaname(d); + }); + node.append("text") + .attr("dx", 12) + .attr("dy", ".35em") + .text(function (d) { + return takeaname(d); + }); + + simulation.force("charge", d3.forceManyBody().strength(-10)); + simulation + .nodes(graph.nodes) + .on("tick", ticked) + .velocityDecay(0.2) + .force("x", d3.forceX().strength(.0005)) + .force("y", d3.forceY().strength(.0005)); + + simulation.force("link") + .links(graph.links); + + function ticked() { + node + .attr("cx", function (d) { + return d.x + }) + .attr("cy", function (d) { + return d.y + }) + link + .attr("x1", function (d) { + return d.source.x; + }) + .attr("y1", function (d) { + return d.source.y; + }) + .attr("x2", function (d) { + return d.target.x; + }) + .attr("y2", function (d) { + return d.target.y; + }); + } + + //---------------------init bar + bar_l2.attr("transform", function (d) { + return "translate(" + [x_range(tree_hi[1].length - max_Q.pos), 0] + ")" + }); + bar_l1.attr("transform", function (d) { + return "translate(" + [x_range(tree_hi[1].length - max_Q.pos), 0] + ")" + }); + var x0 = x_range(tree_hi[1].length - max_Q.pos); + y0 = y_range(max_Q.val); + focus.attr("transform", "translate(" + x0 + "," + y0 + ")"); + focus.select("text").text(max_Q.val); + focus.select("line.x") + .attr("x1", 0) + .attr("y1", 0) + .attr("x2", -x0) + .attr("y2", 0); + bar_l2.attr("x1", function (d) { + d.x1 = x0; + return bar_pos.x1 + }); + var numofg = 1; + update_group(tree_hi[1].length - max_Q.pos - 1); + //--------------- + bar_l2.call(d3.drag() + .on("start", dragstarted_bar) + .on("drag", dragged_bar) + .on("end", dragended_bar)) + .on("mousemove", dragstarted_bar) + .on("mouseout", mouseout); + + function mouseout(d) { + bar_l2.style("opacity", "0"); + focus.style('display', "none"); + clusterbox.style("display", "none"); + } + + function dragstarted_bar(d) { + bar_l2.style("opacity", "0.5"); + focus.style('display', null); + clusterbox.style("display", null); + var x0 = Math.round(x_range.invert(d.x1)); + d = y_range(tree_hi[1][tree_hi[1].length - x0]); + focus.attr("transform", "translate(" + x_range(x0) + "," + (d ) + ")"); + focus.select("text").text(tree_hi[1][tree_hi[1].length - x0]); + focus.select("line.x") + .attr("x1", 0) + .attr("y1", 0) + .attr("x2", -x_range(x0)) + .attr("y2", 0); + } + + function dragged_bar(d) { + bar_l2.on("mouseout", null) + d.x1 += d3.event.dx; + if (d.x1 <= 0) + d.x1 = 0; + else { + if (d.x1 >= wtree) + d.x1 = wtree; + + else { + bar_l2.attr("transform", function (d) { + return "translate(" + [d.x1, 0] + ")" + }); + bar_l1.attr("transform", function (d) { + return "translate(" + [d.x1, 0] + ")" + }); + } + + } + var x0 = Math.round(x_range.invert(d.x1)); + d = y_range(tree_hi[1][tree_hi[1].length - x0]); + focus.attr("transform", "translate(" + x_range(x0) + "," + (d ) + ")"); + focus.select("text").text(tree_hi[1][tree_hi[1].length - x0]); + focus.select("line.x") + .attr("x1", 0) + .attr("y1", 0) + .attr("x2", -x_range(x0)) + .attr("y2", 0); + //d.x2 = d.x1; + clusterbox.select("text").text("# of clusters : " + (x0 + 1) + " | Q : " + Math.round((tree_hi[1][tree_hi[1].length - x0]) * 1000) / 1000); + } + + function dragended_bar(d) { + bar_l2.style("opacity", "0") + .on("mouseout", mouseout); + ; + focus.style('display', "none"); + var depth = Math.round(x_range.invert(d.x1)) - 1; + if (depth < 0) + depth = 0; + //update_group(depth tree_hi[1].length-max_Q.pos-1); + update_group(depth); + } + + function update_group(depth) { + console.log("test if here first time: " + depth) + clusters = new Array(depth); + + var cg = 0; + var leave = []; + var node_t = []; + node_t.push(roots); + while (node_t.length != 0) { + var node_t_t = node_t.pop(); + if (tree_deep_cv(node_t_t.data.depth) < depth) { + if (node_t_t.children != null) + node_t = node_t_t.children.concat(node_t); + else + leave.push(node_t_t); + } else { + leave.push(node_t_t); + } + } + numofg = leave.length; + clusterbox.select("text").text("# of clusters : " + leave.length + " | Q : " + Math.round(tree_hi[1][tree_hi[1].length - 1 - depth] * 1000) / 1000); + for (var j = 0; j < leave.length; j++) { + //update for tree windown + node2.data(leave[j].leaves(), function (d) { + return takeaname(d.data); + }) + .selectAll("circle") + .attr("fill", function (d) { + return color(j); + }); + var node_temp = []; + link2.data(leave[j].descendants(), function (d) { + return takeaname(d.data); + }) + .attr("stroke", function (d) { + return color(j); + }); + //update for right group windown + leave[j].leaves().forEach(function (e) { + simulation.nodes().filter(function (n) { + if (takeaname(n) == e.data.name) { + n.group = j; + node_temp.push(n); + } + }) + }); + node.attr("fill", function (d) { + return color(d.group) + }); + } + + graph.nodes.forEach(function (d) { + if (!clusters[d.group]) { + clusters[d.group] = d; + } + }) + + var newlinks = []; + graph.links.forEach(function (d, i) { + if (d.source.group === d.target.group) + newlinks.push(i); + }) + simulation.force("cluster", clustering); + simulation.alphaTarget(0.2).restart(); + link.attr("opacity", function (d, i) { + return newlinks.indexOf(i) > -1 ? 0.1 : 1; + }) + + + function clustering(alpha) { + graph.nodes.forEach(function (d) { + var cluster = clusters[d.group]; + if (cluster === d) return; + var x = d.x - cluster.x, + y = d.y - cluster.y, + l = Math.sqrt(x * x + y * y), + r = 10; + if (l !== r) { + l = (l - r) / l * alpha; + d.x -= x *= l; + d.y -= y *= l; + cluster.x += x; + cluster.y += y; + } + }); + } + } + + +}); + +function dragstarted(d) { + if (!d3.event.active) simulation.alphaTarget(0.3).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; +} + + + diff --git a/scripts/math_script.js b/scripts/math_script.js index e5aa617..21c6999 100644 --- a/scripts/math_script.js +++ b/scripts/math_script.js @@ -1,555 +1,891 @@ -function findbi(e,key,start,end){ - while (start<=end){ - var p = Math.floor((start+end)/2); - if (e.links[p].sourcekey){ - end=p-1; - }else{ - return p; - } - } - } - return -1; -} - -function findnei(a,key,av){ - var nei=[]; - if (key[1])//virtual node - { - if (a[a[2]][a[0]]>0){//virtual node next - a[a[2]][a[0]] -=av; - a[a[0]][a[2]] -=av; - nei.push(key); - }else{ - nei.push([a[0],false,a[2]]); - } - }else{ - for (var i=0;i0){ - if (a[key[0]][i]>av) - nei.push([i,true,key[0]]);// virtual node - else - nei.push([i,false,key[0]]); - a[key[0]][i]-=av; - a[i][key[0]]-=av; - } - } - } - return nei; -} - -function init(m,n){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - for (var j = 0; j < n; j++) { - art.push(0); - } - ar.push(art); - } - return ar; - } - -function init_empty(m){ - var ar= []; - for (var i = 0; i < m; i++) { - var art=[]; - ar.push(art); - } - return ar; - } - -function a_array(ee){ - var a = init(ee.nodes.length,ee.nodes.length); - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.forEach(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - a[ii][jj]=e.value; - a[jj][ii]=e.value; - }); - return a; -} - -function a_array_av(ee){ - var a = init_empty(ee.nodes.length); - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - }); - sum = sum + (e.value); - a[ii].push({nei: jj,val: e.value}); - a[jj].push({nei: ii,val: e.value}); - - }); - return [a,sum/m]; -} - - - -function calculate_m(ee){ - var sum = 0; - var m = ee.links.length; - ee.links.forEach(function(e){ - var ii=0; - var jj=0; - /*ee.nodes.filter(function(n,i){ - if (e.source==n.id) - ii=i; - else - if (e.target==n.id) - jj=i; - });*/ - sum = sum+e.value; - - }); - return sum; -} - -function a_array_ext(arr,av){ - var l = arr.length; - for (var iii=0;iii1) - { - arr[iii][jjj] = {nei: arr.length, val: av, ori:nei}; - //arr[iii][jjj].nei = arr.length; - //arr[iii][jjj].val = av; - - arr.push([{nei: iii, val: av,ori:nei},{nei: nei,val: av,ori:iii}]); - for (var z = 2; z av: "+av); - while (step.length!=graph.links.length){ - //var alink_oc = copyA(alink_o); - //document.write("
old array size: "+alink_o[3][0].nei); - //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes - //document.write("
old array size: "+alink_o[3][0].nei); - //var alink = alink_fix[0]; //fixed - // calculate - var ebs=init(num_n,num_n); - var max_ebs=[0,0,0]; - for (var s = 0; s < num_n; s++) { - var S=[]; - var Leaf=[]; - var Pathu=[]; - var Pathd=[]; - var d=[]; - var w=[]; - d[s]=0; - w[s]=1; - var Q=[]; - Q.push(s); - while (Q.length!=0){ - var i = Q.shift(); - if (i"+i+": "); - //console.log(" to: "+i); - alink_fix[i].forEach(function(e,indd){ - var j = e.nei; - if (d[j]==null){ - d[j]=d[i]+1; - w[j]=w[i]; - Q.push(j); - - if (i"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); - }); - if (Q.length ==l&&(i!=s)&&(i"+" - "+i+" - w:"+w[i]); - - document.write("
"+" --- u"); - if(Pathu[i]!=null) - Pathu[i].forEach(function(e){document.write("- "+e);}); - document.write("
"+" --- d"); - if(Pathd[i]!=null) - Pathd[i].forEach(function(e){document.write("- "+e);}); - };*/ - var eb=init(num_n,num_n); - var gene =[]; - //Leaf - /*while(Leaf.length!=0){ - var t=Leaf.pop(); - console.log("list Leaf: "+t); - //S.filter(function(e,inde){if (e==t){ S.splice(inde,1); return;}}); - //document.write("
"+" -Leaf "+t); - while (Pathu[t].length!=0){ - var i = Pathu[t].pop(); - eb[i][t] += w[i]/w[t]; - eb[t][i] += w[i]/w[t]; - ebs[i][t] += w[i]/w[t]; - ebs[t][i] += w[i]/w[t]; - //console.log(ebs[i][t]); - if (ebs[i][t]>max_ebs[0]){ - max_ebs[0]=ebs[i][t]; - max_ebs[1]=i; - max_ebs[2]=t; - } - if (ebs[t][i]>max_ebs[0]){ - max_ebs[0]=ebs[t][i]; - max_ebs[1]=t; - max_ebs[2]=i; - } - - } - }*/ - //document.write("
"+" ----- "); - //document.write("
"+S); - //cont - S.splice(0,1); - while (S.length!=0){ - var j = S.pop(); - //console.log(j+" -- "+d[j]); - if (Pathd[j]!=null) - { - //document.write("
-- "+j); - var sumb=1; - while (Pathd[j].length!=0){ - var jj = Pathd[j].pop(); - sumb+=eb[j][jj]; - } - if (Pathu[j]!=null) - { - while (Pathu[j].length!=0){ - var i = Pathu[j].pop(); - eb[i][j]=w[i]/w[j]*sumb; - //eb[j][i]+=w[i]/w[j]*sumb; - ebs[i][j]+=w[i]/w[j]*sumb; - //ebs[j][i]+=w[i]/w[j]*sumb; - //console.log("2-10: "+ebs[2][10]+" 10-12: "+ebs[10][12]+"10-9: "+ebs[9][10]); - //console.log(ebs[i][t]); - if (ebs[i][j]>max_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); - //document.write("
"+"max "+ max_ebs); - } - else{ - if (ebs[i][j]==max_ebs[0]){ - if (Math.abs(d[i]-d[j])"+"max "+ max_ebs); - } - } - } - - } - } - } - else{ - while (Pathu[j].length!=0){ - var i = Pathu[j].pop(); - eb[i][j] = w[i]/w[j]; - //eb[j][i] += w[i]/w[j]; - ebs[i][j] += w[i]/w[j]; - // ebs[j][i] += w[i]/w[j]; - if (ebs[i][j]>max_ebs[0]){ - max_ebs[0]=ebs[i][j]; - max_ebs[1]=i; - max_ebs[2]=j; - //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); - } else{ - if (ebs[i][j]==max_ebs[0]){ - if (Math.abs(d[i]-d[j])"+"max "+ max_ebs); - } - } - } - - } - } - } - //console.log("----end---- "+s); - } - if (max_ebs[0]!=0){ - step.push([max_ebs[1],max_ebs[2]]); - //av = av*num_l; - //document.write("
"+"max "+ max_ebs[0]); - for (var i =0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); - if (alink_fix[max_ebs[1]][i].nei== max_ebs[2]||alink_fix[max_ebs[1]][i].ori== max_ebs[2]){ - //av = av - alink_o[max_ebs[1]][i].val; - //num_l--; - //av = av/num_l; - alink_fix[max_ebs[1]].splice(i,1); - break; - } - } - - for (var i =0;i"+"--- "+ alink_o[max_ebs[2]][i].nei); - if (alink_fix[max_ebs[2]][i].nei== max_ebs[1]||alink_fix[max_ebs[2]][i].ori== max_ebs[1]){ - alink_fix[max_ebs[2]].splice(i,1); - break; - } - } - } - //console.log("----step: "+ step+" av"+av+"
"); - } - return step; -} - -function Q_init(A,m,a_e){ - var n = A.length; - var Q = 0; - for (var i = 0;i new group - //Q - Q_t += delta_Q(grouping[g1][0],grouping[g2][0],m,A,a_e); - Q.push(Q_t); - //move - grouping.splice(g1,1,grouping[g1].concat(grouping[g2])); - grouping.splice(g2,1); - var hi_t=[]; - hi_t.push(hi[g1]); - hi_t.push(hi[g2]); - hi[g1]={name: li,children: hi_t,depth: lv, Q: Q_t}; - hi.splice(g2,1); - //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); - }else{ - // 1 element + 1 group -> new group - var li_t= li; - if (g2==-1){// li[1] is new element - li_t[0]=li_t[1]; - }else{ - g1=g2; - } - //Q - Q_t += delta_Q(grouping[g1][0],li[0],m,A,a_e); - Q.push(Q_t); - //move - grouping[g1].push(li[0]); - hi[g1]={name: li,children: [hi[g1]], depth: lv, Q:Q_t}; - hi[g1].children.push({name: takeaname(graph.nodes[li_t[0]]) , depth: 0}); - //document.write("case 2 "+JSON.stringify(hi)+"
"); - } - }else{ - if (g1==-1) - { - lv++; - //Q - Q_t += delta_Q(li[0],li[1],m,A,a_e); - Q.push(Q_t); - //move - grouping.push(li); - hi.push({name: li,children: [{name: takeaname(graph.nodes[li[0]]), depth: 0},{name: takeaname(graph.nodes[li[1]]), depth: 0}], depth: lv, Q: Q_t}); - //document.write("case 3 "+JSON.stringify(hi)+"
"); - } - } - } - if (hi.length==1){ - return [hi[0],Q]; - } - else{ - hi[0]={name: "join all",children: [hi[0]],depth: lv+1, Q: Q_t}; - while (grouping.length != 1){ - Q_t += delta_Q(grouping[0][0],grouping[1][0],m,A,a_e); - grouping.splice(0,1,grouping[0].concat(grouping[1])); - grouping.splice(1,1); - hi[0].children.push(hi[1]); - hi.splice(1,1); - } - - Q.push(Q_t); - return [hi[0],Q]; - } +function findbi(e, key, start, end) { + while (start <= end) { + var p = Math.floor((start + end) / 2); + if (e.links[p].source < key) { + start = p + 1; + } else { + if (e.links[p].source > key) { + end = p - 1; + } else { + return p; + } + } + } + return -1; +} + +function findnei(a, key, av) { + var nei = []; + if (key[1])//virtual node + { + if (a[a[2]][a[0]] > 0) {//virtual node next + a[a[2]][a[0]] -= av; + a[a[0]][a[2]] -= av; + nei.push(key); + } else { + nei.push([a[0], false, a[2]]); + } + } else { + for (var i = 0; i < a[0].length; i++) { + if (a[key[0]][i] > 0) { + if (a[key[0]][i] > av) + nei.push([i, true, key[0]]);// virtual node + else + nei.push([i, false, key[0]]); + a[key[0]][i] -= av; + a[i][key[0]] -= av; + } + } + } + return nei; +} + +function init(m, n) { + var ar = []; + for (var i = 0; i < m; i++) { + var art = []; + for (var j = 0; j < n; j++) { + art.push(0); + } + ar.push(art); + } + return ar; +} + +function init_empty(m) { + var ar = []; + for (var i = 0; i < m; i++) { + var art = []; + ar.push(art); + } + return ar; +} + +function a_array(ee) { + var a = init(ee.nodes.length, ee.nodes.length); + ee.links.forEach(function (e) { + var ii = 0; + var jj = 0; + ee.nodes.forEach(function (n, i) { + if (e.source == n.id) + ii = i; + else if (e.target == n.id) + jj = i; + }); + a[ii][jj] = e.value; + a[jj][ii] = e.value; + }); + return a; +} + +function a_array_av(ee) { + var a = init_empty(ee.nodes.length); + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function (e) { + var ii = 0; + var jj = 0; + ee.nodes.filter(function (n, i) { + if (e.source == n.id) + ii = i; + else if (e.target == n.id) + jj = i; + }); + sum = sum + (e.value); + a[ii].push({nei: jj, val: e.value}); + a[jj].push({nei: ii, val: e.value}); + + }); + return [a, sum / m]; +} + + +function calculate_m(ee) { + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function (e) { + var ii = 0; + var jj = 0; + /*ee.nodes.filter(function(n,i){ + if (e.source==n.id) + ii=i; + else + if (e.target==n.id) + jj=i; + });*/ + sum = sum + e.value; + + }); + return sum; +} + +function a_array_ext(arr, av) { + var l = arr.length; + for (var iii = 0; iii < l; iii++) { + for (var jjj = 0; jjj < arr[iii].length; jjj++) { + var n = Math.round(arr[iii][jjj].val / av); + var nei = arr[iii][jjj].nei; + if (n > 1) { + arr[iii][jjj] = {nei: arr.length, val: av, ori: nei}; + //arr[iii][jjj].nei = arr.length; + //arr[iii][jjj].val = av; + + arr.push([{nei: iii, val: av, ori: nei}, {nei: nei, val: av, ori: iii}]); + for (var z = 2; z < n; z++) { + var ll = arr.length; + //arr[ll-1][1].nei = ll; + arr[ll - 1][1] = {nei: ll, var: av, ori: iii}; + arr.push([{nei: ll - 1, val: av}, {nei: nei, val: av, ori: nei}]); + } + arr[nei].filter(function (n, i) { + if (n.nei == iii) { + arr[nei].splice(i, 1, {nei: arr.length - 1, val: av, ori: iii}); + //n.val = av; + //n.nei = arr.length-1;//last virtual node + } + }); + } + } + } + return [arr, av]; +} + +function finditem(grouping, li, graph) { + var g1 = -1; + var g2 = -1; + for (var i = 0; (i < grouping.length) && (g1 == -1 || g2 == -1); i++) { + for (var j = 0; (j < grouping[i].length) && (g1 == -1 || g2 == -1); j++) { + if (g1 == -1 && grouping[i][j] == li[0]) + g1 = i; + if (g2 == -1 && grouping[i][j] == li[1]) + g2 = i; + } + } + return [g1, g2]; +} + +function clone(obj) { + if (null == obj || "object" != typeof obj) return obj; + var copy = obj.constructor(); + for (var attr in obj) { + if (obj.hasOwnProperty(attr)) copy[attr] = obj[attr]; + } + return copy; +} + + +function copyA(a) { + var b = []; + a.forEach(function (e) { + var bb = []; + e.forEach(function (e) { + bb.push(clone(e)); + }); + b.push(bb); + }); + return b; +} +//virtual nodes +function between_e(graph) { + var alink_o = a_array_av(graph); // orgiginal + var av = alink_o[1]; + alink_o = alink_o[0]; + var alink_fix = a_array_ext(alink_o, av)[0]; // add virtual nodes + var num_n = graph.nodes.length;// num of node + var step = []; + var num_l = graph.links.length; + //document.write("
av: "+av); + while (step.length != num_l) { + //var alink_oc = copyA(alink_o); + //document.write("
old array size: "+alink_o[3][0].nei); + //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes + //document.write("
old array size: "+alink_o[3][0].nei); + //var alink = alink_fix[0]; //fixed + // calculate + var ebs = init(num_n, num_n); + var max_ebs = [0, 0, 0]; + var start_time = performance.now(); + for (var s = 0; s < num_n; s++) { + var S = []; + var Leaf = []; + var Pathu = []; + var Pathd = []; + var d = []; + var w = []; + d[s] = 0; + w[s] = 1; + var Q = []; + Q.push(s); + while (Q.length != 0) { + var i = Q.shift(); + if (i < num_n) S.push(i); + var l = Q.length; + //document.write("
"+i+": "); + //console.log(" to: "+i); + alink_fix[i].forEach(function (e, indd) { + var j = e.nei; + if (d[j] == null) { + d[j] = d[i] + 1; + w[j] = w[i]; + Q.push(j); + + if (i < num_n) {//not virtual node + Pathu[j] = [i]; + if (j < num_n) { + if (Pathd[i] == null) + Pathd[i] = [j]; + else + Pathd[i].push(j); + } + //console.log(i+" Pathd "+ Pathd[i]); + } else { + Pathu[j] = Pathu[i]; + if (j < num_n) { + if (Pathd[alink_fix[i][indd].ori] == null) + Pathd[alink_fix[i][indd].ori] = [j]; + else + Pathd[alink_fix[i][indd].ori].push(j); + + } + //console.log(alink_fix[i][indd].ori+" Pathd "+ Pathd[alink_fix[i][indd].ori]); + } + //console.log(j+" Pathu "+ Pathu[j]); + + } else { + if (d[j] == d[i] + 1) { + w[j] = w[j] + w[i]; + if (i < num_n) {//not virtual node + Pathu[j].push(i); + if (j < num_n) { + if (Pathd[i] == null) + Pathd[i] = [j]; + else + Pathd[i].push(j); + }//if j is virtual , j won't be visit second time + } else { + if (j < num_n) { + Pathu[j].concat(Pathu[i]); + if (Pathd[alink_fix[i][indd].ori] == null) + Pathd[alink_fix[i][indd].ori] = [j]; + else + Pathd[alink_fix[i][indd].ori].concat(Pathd[j]); + + } + } + //console.log(i+" Pathd "+ Pathd[i]); + //console.log(j+" Pathu "+ Pathu[j]); + } + }//document.write("
"+" - "+e.nei+": "+"d :"+d[e.nei]+"w :"+w[e.nei]); + }); + if (Q.length == l && (i != s) && (i < num_n)) + Leaf.push(i); + } + /*for (var i=0;i"+" - "+i+" - w:"+w[i]); + + document.write("
"+" --- u"); + if(Pathu[i]!=null) + Pathu[i].forEach(function(e){document.write("- "+e);}); + document.write("
"+" --- d"); + if(Pathd[i]!=null) + Pathd[i].forEach(function(e){document.write("- "+e);}); + };*/ + var eb = init(num_n, num_n); + var gene = []; + //Leaf + /*while(Leaf.length!=0){ + var t=Leaf.pop(); + console.log("list Leaf: "+t); + //S.filter(function(e,inde){if (e==t){ S.splice(inde,1); return;}}); + //document.write("
"+" -Leaf "+t); + while (Pathu[t].length!=0){ + var i = Pathu[t].pop(); + eb[i][t] += w[i]/w[t]; + eb[t][i] += w[i]/w[t]; + ebs[i][t] += w[i]/w[t]; + ebs[t][i] += w[i]/w[t]; + //console.log(ebs[i][t]); + if (ebs[i][t]>max_ebs[0]){ + max_ebs[0]=ebs[i][t]; + max_ebs[1]=i; + max_ebs[2]=t; + } + if (ebs[t][i]>max_ebs[0]){ + max_ebs[0]=ebs[t][i]; + max_ebs[1]=t; + max_ebs[2]=i; + } + + } + }*/ + //document.write("
"+" ----- "); + //document.write("
"+S); + //cont + S.splice(0, 1); + while (S.length != 0) { + var j = S.pop(); + //console.log(j+" -- "+d[j]); + if (Pathd[j] != null) { + //document.write("
-- "+j); + var sumb = 1; + while (Pathd[j].length != 0) { + var jj = Pathd[j].pop(); + sumb += eb[j][jj]; + } + if (Pathu[j] != null) { + while (Pathu[j].length != 0) { + var i = Pathu[j].pop(); + eb[i][j] = w[i] / w[j] * sumb; + //eb[j][i]+=w[i]/w[j]*sumb; + ebs[i][j] += w[i] / w[j] * sumb; + //ebs[j][i]+=w[i]/w[j]*sumb; + //console.log("2-10: "+ebs[2][10]+" 10-12: "+ebs[10][12]+"10-9: "+ebs[9][10]); + //console.log(ebs[i][t]); + if (ebs[i][j] > max_ebs[0]) { + max_ebs[0] = ebs[i][j]; + max_ebs[1] = i; + max_ebs[2] = j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + //document.write("
"+"max "+ max_ebs); + } + else { + if (ebs[i][j] == max_ebs[0]) { + if (Math.abs(d[i] - d[j]) < Math.abs(d[max_ebs[1]] - d[max_ebs[2]])) { + max_ebs[0] = ebs[i][j]; + max_ebs[1] = i; + max_ebs[2] = j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + //document.write("
"+"max "+ max_ebs); + } + } + } + + } + } + } + else { + while (Pathu[j].length != 0) { + var i = Pathu[j].pop(); + eb[i][j] = w[i] / w[j]; + //eb[j][i] += w[i]/w[j]; + ebs[i][j] += w[i] / w[j]; + // ebs[j][i] += w[i]/w[j]; + if (ebs[i][j] > max_ebs[0]) { + max_ebs[0] = ebs[i][j]; + max_ebs[1] = i; + max_ebs[2] = j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + } else { + if (ebs[i][j] == max_ebs[0]) { + if (Math.abs(d[i] - d[j]) < Math.abs(d[max_ebs[1]] - d[max_ebs[2]])) { + max_ebs[0] = ebs[i][j]; + max_ebs[1] = i; + max_ebs[2] = j; + //console.log("i: "+max_ebs[1]+" j: "+max_ebs[2]+" max "+max_ebs[0]); + //document.write("
"+"max "+ max_ebs); + } + } + } + + } + } + } + //console.log("----end---- "+s); + } + var end_time_b = performance.now(); + console.log("Time for old technique"); + console.log(end_time_b-start_time); + if (max_ebs[0] != 0) { + step.push([max_ebs[1], max_ebs[2]]); + //av = av*num_l; + //document.write("
"+"max "+ max_ebs[0]); + for (var i = 0; i < alink_fix[max_ebs[1]].length; i++) { + //document.write("
"+"-- "+ alink_o[max_ebs[1]][i].nei); + if (alink_fix[max_ebs[1]][i].nei == max_ebs[2] || alink_fix[max_ebs[1]][i].ori == max_ebs[2]) { + //av = av - alink_o[max_ebs[1]][i].val; + //num_l--; + //av = av/num_l; + alink_fix[max_ebs[1]].splice(i, 1); + break; + } + } + + for (var i = 0; i < alink_fix[max_ebs[2]].length; i++) { + //document.write("
"+"--- "+ alink_o[max_ebs[2]][i].nei); + if (alink_fix[max_ebs[2]][i].nei == max_ebs[1] || alink_fix[max_ebs[2]][i].ori == max_ebs[1]) { + alink_fix[max_ebs[2]].splice(i, 1); + break; + } + } + } + //console.log("----step: "+ step+" av"+av+"
"); + } + return step; +} + +function Q_init(A, m, a_e) { + var n = A.length; + var Q = 0; + for (var i = 0; i < n; i++) { + var sum = 0; + for (var j = 0; j < n; j++) { + sum += A[i][j]; + } + a_e.push(sum / 2 / m); + Q -= Math.pow(sum / 2 / m, 2); + } + return Q; +} + +function delta_Q(i, j, m, A, a_e) { + var n = A.length; + var delta_Q = 2 * (A[i][j] / 2 / m - a_e[i] * a_e[j]); + //update + A[i][i] += A[j][j] + A[i][j] + A[j][i]; + A[j][j] = 0; + A[j][i] = 0; + A[i][j] = 0; + var sum = 0; + for (var k = 0; k < n; k++) { + if (k != i && k != j) { + A[i][k] = A[i][k] + A[j][k]; + A[k][i] = A [i][k]; + A[j][k] = 0; + A[k][j] = 0; + } + sum += A[i][k]; + } + a_e[i] = sum / 2 / m; + a_e[j] = 0; + return delta_Q; +} +function takeaname(d) { + return d.label != null ? d.label : (d.name != null ? d.name : d.id); +} +function tree_mapingv3(step, graph) { + var grouping = []; + var ed = step.pop(); + var lv = 1; + var m = calculate_m(graph); + var A = a_array(graph); + var a_e = []; + var Q = []; + var Q_t = Q_init(A, m, a_e); + Q.push(Q_t); + grouping.push(ed); + // join 2 nodes together + Q_t += delta_Q(ed[0], ed[1], m, A, a_e); + //---- + Q.push(Q_t); + var hi = [{ + name: ed, + children: [{name: takeaname(graph.nodes[ed[0]]), depth: 0}, {name: takeaname(graph.nodes[ed[1]]), depth: 0}], + depth: lv, + Q: Q_t + }]; + while (step.length != 0) { + var li = step.pop(); + // 4 main case + for (var i = 0; i < grouping.length; i++) { + var g = finditem(grouping, li, graph); + } + + var g1 = g[0]; + var g2 = g[1]; + if (g1 != g2) { + lv++; + if (g1 != -1 && g2 != -1) { + // 2 groups -> new group + //Q + Q_t += delta_Q(grouping[g1][0], grouping[g2][0], m, A, a_e); + Q.push(Q_t); + //move + grouping.splice(g1, 1, grouping[g1].concat(grouping[g2])); + grouping.splice(g2, 1); + var hi_t = []; + hi_t.push(hi[g1]); + hi_t.push(hi[g2]); + hi[g1] = {name: li, children: hi_t, depth: lv, Q: Q_t}; + hi.splice(g2, 1); + //document.write("case 1 "+g1+" "+g2+" "+JSON.stringify(hi)+"
"); + } else { + // 1 element + 1 group -> new group + var li_t = li; + if (g2 == -1) {// li[1] is new element + li_t[0] = li_t[1]; + } else { + g1 = g2; + } + //Q + Q_t += delta_Q(grouping[g1][0], li[0], m, A, a_e); + Q.push(Q_t); + //move + grouping[g1].push(li[0]); + hi[g1] = {name: li, children: [hi[g1]], depth: lv, Q: Q_t}; + hi[g1].children.push({name: takeaname(graph.nodes[li_t[0]]), depth: 0}); + //document.write("case 2 "+JSON.stringify(hi)+"
"); + } + } else { + if (g1 == -1) { + lv++; + //Q + Q_t += delta_Q(li[0], li[1], m, A, a_e); + Q.push(Q_t); + //move + grouping.push(li); + hi.push({ + name: li, + children: [{name: takeaname(graph.nodes[li[0]]), depth: 0}, { + name: takeaname(graph.nodes[li[1]]), + depth: 0 + }], + depth: lv, + Q: Q_t + }); + //document.write("case 3 "+JSON.stringify(hi)+"
"); + } + } + } + if (hi.length == 1) { + return [hi[0], Q]; + } + else { + hi[0] = {name: "join all", children: [hi[0]], depth: lv + 1, Q: Q_t}; + while (grouping.length != 1) { + Q_t += delta_Q(grouping[0][0], grouping[1][0], m, A, a_e); + grouping.splice(0, 1, grouping[0].concat(grouping[1])); + grouping.splice(1, 1); + hi[0].children.push(hi[1]); + hi.splice(1, 1); + } + + Q.push(Q_t); + return [hi[0], Q]; + } +} +//Start Vinh's code + +function make2dArray(len) { + var a = []; + while (a.push([]) < len); + return a; +} +function graph_nodes_random(nodes, size) { + var oldnodes = []; + for (i = 0; i < nodes; i++) { + oldnodes.push(i) + } + var newnodes = []; + for (i = 0; i < size; i++) { + var value = oldnodes[Math.floor(oldnodes.length * Math.random())]; + var index = oldnodes.indexOf(value); + newnodes.push(value); + oldnodes.splice(index, 1); + } + return newnodes.sort(function (a, b) { + return a - b; + }); +} + +function edge_betweenness_centrality(graph, k='none', normalized=true, weight) { + var num_node = graph.nodes.length; + var num_link = graph.links.length; + //var tempgraph = Object.assign({}, graph.nodes); + var betweenness = new Object(); + for (var linkitem = 0; linkitem < graph.links.length; linkitem++) { + for (var nodeItem = 0; nodeItem < num_node; nodeItem++) { + + if (graph.nodes[nodeItem].id == graph.links[linkitem].source) { + graph.links[linkitem].source = nodeItem; + } + if (graph.nodes[nodeItem].id == graph.links[linkitem].target) { + graph.links[linkitem].target = nodeItem; + } + } + } + var step = []; + + var nodes; + + var neighbours = make2dArray(num_node); + for (var i = 0; i < graph.links.length; i++) { + var source = graph.links[i].source; + var target = graph.links[i].target; + var value = graph.links[i].value; + neighbours[source].push([target, value]); + neighbours[target].push([source, value]); + } + if (k !== 'none') { + nodes = graph_nodes_random(num_node, k) + } + else { + nodes = graph_nodes_random(num_node, num_node); + } + while (step.length != 1) { + for (i = 0; i < num_node; i++) { + betweenness[i] = 0.0 + } + for (var i = 0; i < graph.links.length; i++) { + var source = graph.links[i].source; + var target = graph.links[i].target; + betweenness[source + "," + target] = 0.0; + } + var start_time = performance.now(); + for (s = 0; s < nodes.length; s++) { + if (weight == true) { + var SPSigma = _single_source_dijkstra_path_basic(neighbours, nodes[s], weight); + var S = SPSigma[0]; + var P = SPSigma[1]; + var sigma = SPSigma[2]; + betweenness = _accumulate_edges(betweenness, S, P, sigma, nodes[s]); + } else { + var SPSigma = _single_source_shortest_path_basic(neighbours, nodes[s]); + var S = SPSigma[0]; + var P = SPSigma[1]; + var sigma = SPSigma[2]; + betweenness = _accumulate_edges(betweenness, S, P, sigma, nodes[s]); + } + } + var end_time_b = performance.now(); + console.log(end_time_b-start_time); + for (n = 0; n < num_node; n++) { + delete betweenness[n]; + } + var scale = 1.0 / ((num_node) * (num_node - 1)) + for (var key in betweenness) { + if (!betweenness.hasOwnProperty(key)) continue; + betweenness[key] *= scale; + } + + var obkey, obvalue = 0; + for (var key in betweenness) { + if (betweenness[key] > obvalue) { + obvalue = betweenness[key]; + obkey = key.split(",").map(Number); + } + } + step.push([obkey[0], obkey[1]]); + for (i = 0; i < neighbours[obkey[0]].length; i++) { + if (neighbours[obkey[0]][i][0] === obkey[1]) { + neighbours[obkey[0]].splice(i, 1); + } + } + for (i = 0; i < neighbours[obkey[1]].length; i++) { + if (neighbours[obkey[1]][i][0] === obkey[0]) { + neighbours[obkey[1]].splice(i, 1); + } + } + } + + return step; +} +function _single_source_dijkstra_path_basic(G, s, weight='weight') { + var S = [], P = new Object(), sigma = new Object(), D = new Object(); + var Q = []; + for (var v = 0; v < G.length; v++) { + P[v] = []; + sigma[v] = 0; + } + sigma[s] = 1.0 + seen = new Object(); + seen[s] = 0; + var count = 0; + + Q.push([0, count, s, s]); + + while (Q.length > 0) { + Q.sort(function (a, b) { + return a[0] - b[0]; + }) + var getvalue = Q.shift(); + var dist = getvalue[0]; + var _ = getvalue[1]; + var pred = getvalue[2]; + var v = getvalue[3]; + if (D.hasOwnProperty(v)) { + continue; + } + sigma[v] += sigma[pred]; + S.push(v); + D[v] = dist; + + for (var link = 0; link < G[v].length; link++) { + var vw_dist = dist + G[v][link][1]; + var w = G[v][link][0]; + if (!D.hasOwnProperty(w) && (!seen.hasOwnProperty(w) || vw_dist < seen[w])) { + seen[w] = vw_dist; + Q.push([vw_dist, ++count, v, w]); + sigma[w] = 0.0; + P[w] = [v]; + } else if (vw_dist === seen[w]) { + sigma[w] += sigma[v]; + P[w].push(v) + } + } + } + return [S, P, sigma]; + +} +function _single_source_shortest_path_basic(G, s) { + var S = [], P = new Object(), sigma = new Object(), D = new Object(); + for (var item = 0; item < G.length; item++) { + P[item] = []; + sigma[item] = 0; + } + sigma[s] = 1; + D[s] = 0; + var Q = []; + Q.push(s); + while (Q.length > 0) { + v = Q.shift(); + S.push(v); + Dv = D[v]; + sigmav = sigma[v]; + for (var item = 0; item < G[v].length; item++) { + if (!D.hasOwnProperty(G[v][item][0])) { + Q.push(G[v][item][0]); + D[G[v][item][0]] = Dv + 1; + } + if (D[G[v][item][0]] === Dv + 1) { + sigma[G[v][item][0]] += sigmav; + P[G[v][item][0]].push(v); + } + } + + } + return [S, P, sigma]; +} +function _accumulate_edges(betweenness, S, P, sigma, s) { + var delta = new Object(); + for (var i = 0; i < S.length; i++) { + delta[S[i]] = 0; + } + while (S.length > 0) { + var w = S.pop(); + var coeff = (1.0 + delta[w]) / sigma[w]; + for (var v = 0; v < P[w].length; v++) { + var c = sigma[P[w][v]] * coeff; + var p1 = P[w][v] + "," + w; + var p2 = w + "," + P[w][v]; + if (!betweenness.hasOwnProperty(p1)) { + betweenness[(p2)] += c; + } else { + betweenness[(p1)] += c; + } + delta[P[w][v]] += c; + } + if (w !== P[w][v]) { + betweenness[w] += delta[w]; + } + } + return betweenness; +} +function _getV(graph) { + var alink_o = a_array_av(graph); // orgiginal + var av = alink_o[1]; + alink_o = alink_o[0]; + var alink_fix = a_array_ext(alink_o, av)[0]; + var adjList = []; + for (i = 0; i < alink_fix.length; i++) { + adjList[i] = []; + for (j = 0; j < alink_fix[i].length; j++) { + adjList[i].push(alink_fix[i][j].nei) + } + } + + return adjList; +} +function _removeEdge(_graph, _edge) { + _graph.links.forEach(function (d, i) { + if (d.source === _edge[0] && d.target === _edge[1] || d.source === _edge[1] && d.target === _edge[0]) { + _graph.links.splice(i, 1); + } + }); + return _graph; + +} +function _betweennness_virtual(graph) { + var step = []; + var alink_o = a_array_av(graph); // orgiginal + var av = alink_o[1]; + alink_o = alink_o[0]; + var VirtualAdj = a_array_ext(alink_o, av)[0]; + var betweenness = new Object(); + var nodes = []; + var num_node = graph.nodes.length; + graph.nodes.forEach(function (d) { + nodes.push(+d.id); + }); + if (k !== 'none') { + nodes = graph_nodes_random(num_node, k) + } + graph.links.forEach(function (d) { + betweenness[d.source + ',' + d.target] = 0; + }); + // var start_time = performance.now(); + while (step.length != graph.links.length) { + var start_time = performance.now(); + nodes.forEach(function (s) { + var SPSigma = _single_source_shortest_path_basic_virtual_nodes(VirtualAdj, s, nodes); + var S = SPSigma[0]; + var P = SPSigma[1]; + var sigma = SPSigma[2]; + betweenness = _accumulate_edges(betweenness, S, P, sigma, s); + }); + var end_time_b = performance.now(); + nodes.forEach(function (s) { + delete betweenness[s]; + }); + var result = _.first(_.max(_.pairs(betweenness), _.last)).split(','); + step.push(result.map(Number)); + for (var i = 0; i < VirtualAdj[result[0]].length; i++) { + //document.write("
"+"-- "+ alink_o[max_ebs[1]][i].nei); + if (VirtualAdj[result[0]][i].nei == result[1] || VirtualAdj[result[0]][i].ori == result[1]) { + VirtualAdj[result[0]].splice(i, 1); + break; + } + } + for (var i = 0; i < VirtualAdj[result[1]].length; i++) { + if (VirtualAdj[result[1]][i].nei == result[0] || VirtualAdj[result[1]][i].ori == result[0]) { + VirtualAdj[result[1]].splice(i, 1); + break; + } + } + delete betweenness[_.first(_.max(_.pairs(betweenness), _.last))]; + } + + return step; + +} +function _single_source_shortest_path_basic_virtual_nodes(G, s, nodes) { + var S = [], P = new Object(), sigma = new Object(), D = new Object(); + for (i = 0; i < G.length; i++) { + P[i] = []; + sigma[i] = 0; + D[i] = -1; + } + sigma[s] = 1; + D[s] = 0; + var Q = []; + Q.push(s); + while (Q.length > 0) { + v = Q.shift(); + S.push(v); + for (w = 0; w < G[v].length; w++) { + //G[v].forEach(function (w) { + if (D[G[v][w].nei] < 0) { + Q.push(G[v][w].nei); + D[G[v][w].nei] = D[v] + 1; + } + if 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b/.idea/NetworkClustering.iml old mode 100644 new mode 100755 diff --git a/.idea/modules.xml b/.idea/modules.xml old mode 100644 new mode 100755 diff --git a/.idea/vcs.xml b/.idea/vcs.xml old mode 100644 new mode 100755 diff --git a/.idea/workspace.xml b/.idea/workspace.xml old mode 100644 new mode 100755 index a585912..710087e --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -2,9 +2,60 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -21,65 +72,155 @@ - - - + + + + + + + + + + + + + - - + + - - - - - - - - + - - + + - - - + + + + + - - + + - - + + - + - - + + + + + + + + + + + + + + + + + + + + + + - - + + + + + + + + + + + + - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + a_array_ext + _betweennness_virtual + a_array_av + var VirtualAdj = a_array_ext(alink_o, av)[0]; + 10 + class + graph + links + svg_graph + line_g + line_gline_g + takeaname + tree_mapingv3 + State + 3 + : 3 + numNode = + console.log @@ -88,9 +229,39 @@ @@ -101,8 +272,9 @@ DEFINITION_ORDER - @@ -119,7 +291,6 @@ - @@ -146,9 +317,24 @@ + + + + + + + + + @@ -156,7 +342,15 @@ - + + + + + + + + + @@ -190,6 +384,12 @@ + project + + + + + @@ -216,6 +416,10 @@ + + @@ -224,31 +428,44 @@ - - + - + - - + + - - + + - - + + @@ -259,11 +476,182 @@ - + + + + file://$PROJECT_DIR$/scripts/math_script.js + 889 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -273,37 +661,139 @@ - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - + + - + + - + + + - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - + diff --git a/README.md b/README.md old mode 100644 new mode 100755 diff --git a/convert.html b/convert.html old mode 100644 new mode 100755 diff --git a/data/IMDB_Graph.js b/data/IMDB_Graph.js new file mode 100644 index 0000000..7f265dc --- /dev/null +++ b/data/IMDB_Graph.js @@ -0,0 +1,26 @@ +var chart = c3.generate({ + data: { + x : 'x', + columns: [['x','250','500','750','1000'], + ['Brandes', 4.356, 16.637, 44.490,94.430], + ['Virtual Node', 8.461, 30.195, 75.712, 131.875], + ['Random Sampling', 2.404, 4.326, 7.219, 9.746] + ], + type: 'bar' + }, + + size: { + width: 500 + + }, + bar: { + width: { + ratio: 0.5 // this makes bar width 50% of length between ticks + } + + // or + //width: 100 // this makes bar width 100px + } +});/** + * Created by vinhtngu on 2/22/17. + */ diff --git a/data/IndexCards.json b/data/IndexCards.json deleted file mode 100644 index dfc864b..0000000 --- a/data/IndexCards.json +++ /dev/null @@ -1,839 +0,0 @@ -{ -"nodes": [ - {"id": "0", "name": "Lysyl hydroxylases", "group": 1}, - {"id": "1", "name": "Procollagen galactosyltransferases", "group": 1}, - {"id": "2", "name": "p300", "group": 1}, - {"id": "3", "name": "HS", "group": 1}, - {"id": "4", "name": "KAT3A", "group": 1}, - {"id": "5", "name": "H31", "group": 1}, - {"id": "6", "name": "H32", "group": 1}, - {"id": "7", "name": "Ca2+", "group": 1}, - {"id": "8", "name": "HDAC1/2 deacetylase complexes", "group": 1}, - {"id": "9", "name": "HDAC8", "group": 1}, - {"id": "10", "name": "HDAC10", "group": 1}, - {"id": "11", "name": "NOTC1", "group": 1}, - {"id": "12", "name": "GHRL", "group": 1}, - {"id": "13", "name": "TMED2", "group": 1}, - {"id": "14", "name": "OPSD", "group": 1}, - {"id": "15", "name": "Procollagen N-proteinases", "group": 1}, - {"id": "16", "name": "PCOLCEs", "group": 1}, - {"id": "17", "name": "Procollagen C-proteinases", "group": 1}, - {"id": "18", "name": "PRMT6", "group": 1}, - {"id": "19", "name": "HMT2", "group": 1}, - {"id": "20", "name": "CPLX1", "group": 1}, - {"id": 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"name": "PPARG", "group": 1}, - {"id": "83", "name": "HSF1", "group": 1}, - {"id": "84", "name": "SETD8", "group": 1}, - {"id": "85", "name": "Ubiquitin ligase", "group": 1}, - {"id": "86", "name": "phospho-ERK-2", "group": 1}, - {"id": "87", "name": "LDLR", "group": 1}, - {"id": "88", "name": "SRC1", "group": 1}, - {"id": "89", "name": "NP", "group": 1}, - {"id": "90", "name": "XPO1", "group": 1}, - {"id": "91", "name": "MUNC18", "group": 1}, - {"id": "92", "name": "STX1A", "group": 1}, - {"id": "93", "name": "BSG", "group": 1}, - {"id": "94", "name": "RBPJ", "group": 1}, - {"id": "95", "name": "EXOC2", "group": 1}, - {"id": "96", "name": "EXOC3", "group": 1}, - {"id": "97", "name": "EXOC6", "group": 1}, - {"id": "98", "name": "EXOC1", "group": 1}, - {"id": "99", "name": "EXOC7", "group": 1}, - {"id": "100", "name": "NCAM1", "group": 1}, - {"id": "101", "name": "EXOC8", "group": 1}, - {"id": "102", "name": "EXOC4", "group": 1}, - {"id": "103", "name": "EXOC5", "group": 1}, - {"id": 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"target": "961", "value": 1}, + {"source": "964", "target": "967", "value": 1}, + {"source": "969", "target": "970", "value": 1}, + {"source": "977", "target": "982", "value": 1}, + {"source": "998", "target": "999", "value": 1} + ] +} \ No newline at end of file diff --git a/data/IndexCardsGraph.js b/data/IndexCardsGraph.js new file mode 100644 index 0000000..8d27bc2 --- /dev/null +++ b/data/IndexCardsGraph.js @@ -0,0 +1,27 @@ +/** + * Created by vinhtngu on 2/22/17. + */ +var chart = c3.generate({ + data: { + x : 'x', + columns: [['x','250','500','750','1000'], + ['Brandes', 3.177, 15.687, 40.589,88.687], + ['Virtual Node', 3.690, 24.571, 54.87, 121.874], + ['Random Sampling', 3.889, 18.148, 23.686, 39.431] + ], + type: 'bar' + }, + + size: { + width: 500 + + }, + bar: { + width: { + ratio: 0.5 // this makes bar width 50% of length between ticks + } + + // or + //width: 100 // this makes bar width 100px + } +}); \ No newline at end of file diff --git a/data/Jazz musicians.json b/data/Jazz musicians.json old mode 100644 new mode 100755 diff --git a/data/VisGraph.js b/data/VisGraph.js new file mode 100644 index 0000000..eded1bb --- /dev/null +++ b/data/VisGraph.js @@ -0,0 +1,26 @@ +var chart = c3.generate({ + data: { + x : 'x', + columns: [['x','250','500','750','1000'], + ['Brandes', 14, 128, 480,1078], + ['Virtual Node', 21, 154, 532, 121.874], + ['Random Sampling', 24, 82, 189, 291] + ], + type: 'bar' + }, + + size: { + width: 700 + + }, + bar: { + width: { + ratio: 0.5 // this makes bar width 50% of length between ticks + } + + // or + //width: 100 // this makes bar width 100px + } +});/** + * Created by vinhtngu on 2/23/17. + */ diff --git a/data/barchartIMDB1000.js b/data/barchartIMDB1000.js new file mode 100644 index 0000000..b1fe292 --- /dev/null +++ b/data/barchartIMDB1000.js @@ -0,0 +1,27 @@ +var chart = c3.generate({ + data: { + x : 'x', + columns: [['x','250','500','750','1000'], + ['Brandes', 14.550, 130, 120,91.424], + ['Virtual Node', 21.717, 153.058, 535.127, 325.265], + ['Random Sampling', 23.645, 82.322, 189.146, 70.681] + ], + type: 'bar' + }, + axis: { + y: { + max:300, + ticks : 15}}, + size: { + width: 500 + + }, + bar: { + width: { + ratio: 0.5 // this makes bar width 50% of length between ticks + } + + // or + //width: 100 // this makes bar width 100px + } +}); \ No newline at end of file diff --git a/data/data.csv b/data/data.csv new file mode 100644 index 0000000..e30b9bd --- /dev/null +++ b/data/data.csv @@ -0,0 +1,5 @@ +data,brandes,virtual,sampling,Q +indexCard200,0.14,0.2044,0.2623, +indexCard500,15.927,24.734,18.408, +indexCard970,120.49,115.483,40.132, +indexCard1500,235.401,358.591,70.877, \ No newline at end of file diff --git a/data/dataset1.json b/data/dataset1.json old mode 100644 new mode 100755 diff --git a/data/dataset2.json b/data/dataset2.json old mode 100644 new mode 100755 diff --git a/data/dataset4.json b/data/dataset4.json old mode 100644 new mode 100755 index 574d3f5..fc83d5c --- a/data/dataset4.json +++ b/data/dataset4.json @@ -36,10 +36,10 @@ {"source": "8", "target": "11", "value": 1}, {"source": "9", "target": "10", "value": 1}, {"source": "9", "target": "12", "value": 1}, - {"source": "9", "target": "14", "value": 7}, - {"source": "10", "target": "12", "value": 2}, - {"source": "12", "target": "13", "value": 4}, - {"source": "12", "target": "14", "value": 3}, - {"source": "13", "target": "14", "value": 2} + {"source": "9", "target": "14", "value": 1}, + {"source": "10", "target": "12", "value": 1}, + {"source": "12", "target": "13", "value": 1}, + {"source": "12", "target": "14", "value": 1}, + {"source": "13", "target": "14", "value": 1} ] } \ No newline at end of file diff --git a/data/dataset4_fix.json b/data/dataset4_fix.json old mode 100644 new mode 100755 diff --git a/data/football.json b/data/football.json old mode 100644 new mode 100755 diff --git a/data/imdb.json b/data/imdb.json deleted file mode 100644 index 042c432..0000000 --- a/data/imdb.json 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"Betweenness edge", + "value": [ + 0, + 120 + ] + }, + { + "key": "Modularity Q", + "value": [ + 120, + 120.789 + ] + } + ] + } +] \ No newline at end of file diff --git a/figures/IndexCards.png b/figures/IndexCards.png old mode 100644 new mode 100755 diff --git a/figures/Jazz musician.png b/figures/Jazz musician.png old mode 100644 new mode 100755 diff --git a/figures/football.png b/figures/football.png old mode 100644 new mode 100755 diff --git a/figures/imdb_125.png b/figures/imdb_125.png old mode 100644 new mode 100755 diff --git a/figures/karate.png b/figures/karate.png old mode 100644 new mode 100755 diff --git a/figures/text_100.png b/figures/text_100.png old mode 100644 new mode 100755 diff --git a/figures/vis_100.png b/figures/vis_100.png old mode 100644 new mode 100755 diff --git a/force.html b/force.html new file mode 100644 index 0000000..5b8a318 --- /dev/null +++ b/force.html @@ -0,0 +1,151 @@ + + + + + + \ No newline at end of file diff --git a/groupbarchart.html b/groupbarchart.html new file mode 100644 index 0000000..b2a780d --- /dev/null +++ b/groupbarchart.html @@ -0,0 +1,191 @@ + + + + + + D3 v4 - Group barChart + + + + +
+ + + + + \ No newline at end of file diff --git a/hull.html b/hull.html new file mode 100755 index 0000000..812bb06 --- /dev/null +++ b/hull.html @@ -0,0 +1,88 @@ + + + + Force-Directed Layout with Convex Hull + + + +
+ + + \ No newline at end of file diff --git a/index.html b/index.html old mode 100644 new mode 100755 index dac277c..0535b17 --- a/index.html +++ b/index.html @@ -22,7 +22,7 @@ .graph { fill: none; - stroke: steelblue; + stroke: black; stroke-width: 1.5px; } .graph-title{ @@ -32,7 +32,7 @@ } .links line { stroke: #999; - stroke-opacity: 0.6; + stroke-opacity: 1; } .nodes circle { @@ -45,8 +45,8 @@ stroke-width: 1.5px; } -.node text { - font: 10px sans-serif; +.nodes text { + font: 25px sans-serif; } .node--internal circle { @@ -60,15 +60,15 @@ .link { fill: none; - stroke-opacity: 0.4; + stroke-opacity: 1; stroke-width: 1.5px; } .bar line { - z-index: 5; + z-index: 15; fill: none; - stroke: #f00; - stroke-opacity: 0.4; + stroke: #000000; + stroke-opacity: 0.8; stroke-width: 20px; } .overlay { @@ -181,4 +181,5 @@ + \ No newline at end of file diff --git a/scripts/barchartforvis.js b/scripts/barchartforvis.js new file mode 100644 index 0000000..44c1eba --- /dev/null +++ b/scripts/barchartforvis.js @@ -0,0 +1,27 @@ +var chart = c3.generate({ + data: { + x : 'x', + columns: [['x','250','500','750','1000'], + ['Brandes', 14.550, 130, 120,235], + ['Virtual Node', 21.717, 153.058, 535.127, 325.265], + ['Random Sampling', 23.645, 82.322, 189.146, 70.681] + ], + type: 'bar' + }, + axis: { + y: { + max:300, + ticks : 15}}, + size: { + width: 500 + + }, + bar: { + width: { + ratio: 0.5 // this makes bar width 50% of length between ticks + } + + // or + //width: 100 // this makes bar width 100px + } +}); \ No newline at end of file diff --git a/scripts/d3.v4.min.js b/scripts/d3.v4.min.js old mode 100644 new mode 100755 diff --git a/scripts/iDVLlibrary.js b/scripts/iDVLlibrary.js new file mode 100755 index 0000000..cf1dcd2 --- /dev/null +++ b/scripts/iDVLlibrary.js @@ -0,0 +1,161 @@ +/** + * Created by alexnguyen on 2/16/17. + */ +function Graph() { + this.vertices = []; + this.adjList = []; +} + +Graph.prototype.addEdge = function(vertex1, vertex2) { + this.adjList[vertex1].push(vertex2); + this.adjList[vertex2].push(vertex1); +}; +function prececessor(G, source) { + var level = 0; + var nextlevel = [source]; + var seen = new Object(); + seen[source] = level; + var pred = new Object(); + pred[source] = []; + while (nextlevel.length > 0) { + level +=1; + var currentlevel = nextlevel; + nextlevel=[]; + for(v=0;v 0) { + level +=1; + var currentlevel = nextlevel; + nextlevel=[]; + for(v=0;v 0) { + level +=1; + var currentlevel = nextlevel; + nextlevel=[]; + for(v=0;v 1) { + arr[iii][jjj] = {nei: arr.length, val: av, ori: nei}; + //arr[iii][jjj].nei = arr.length; + //arr[iii][jjj].val = av; + + arr.push([{nei: iii, val: av, ori: nei}, {nei: nei, val: av, ori: iii}]); + for (var z = 2; z < n; z++) { + var ll = arr.length; + //arr[ll-1][1].nei = ll; + arr[ll - 1][1] = {nei: ll, var: av, ori: iii}; + arr.push([{nei: ll - 1, val: av}, {nei: nei, val: av, ori: nei}]); + } + arr[nei].filter(function (n, i) { + if (n.nei == iii) { + arr[nei].splice(i, 1, {nei: arr.length - 1, val: av, ori: iii}); + //n.val = av; + //n.nei = arr.length-1;//last virtual node + } + }); + } + } + } + return [arr, av]; +} +function a_array_av(ee) { + var a = init_empty(ee.nodes.length); + var sum = 0; + var m = ee.links.length; + ee.links.forEach(function (e) { + var ii = 0; + var jj = 0; + ee.nodes.filter(function (n, i) { + if (e.source == n.id) + ii = i; + else if (e.target == n.id) + jj = i; + }); + sum = sum + (e.value); + a[ii].push({nei: jj, val: e.value}); + a[jj].push({nei: ii, val: e.value}); + + }); + return [a, sum / m]; +} +function init_empty(m) { + var ar = []; + for (var i = 0; i < m; i++) { + var art = []; + ar.push(art); + } + return ar; +} \ No newline at end of file diff --git a/scripts/main.js b/scripts/main.js old mode 100644 new mode 100755 index d2e40a9..05ad155 --- a/scripts/main.js +++ b/scripts/main.js @@ -133,24 +133,37 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ // d3.json("data/karate.json", function(error, graph) { -d3.json("data/imdb171.json", function (error, graph) { +d3.json("data/indexCards250.json", function (error, graph) { // d3.json("data/dataset4_fix.json", function(error, graph) { if (error) throw error; // for(var i=0;i1) return d; + // }) + console.log("number of filtered links:" + graph.links.length) + var AV_W = d3.mean(graph.links, function (d) { + return d.value; + }) + console.log("Average weight: "+ AV_W); + var AV_DG = 2*graph.links.length/graph.nodes.length; + console.log("Average node degree: "+ AV_DG); + console.log("Threshold: "+ (Math.log(graph.nodes.length)/AV_DG ) + 1); + var num_n = graph.nodes.length; - var sample_properties = 0.7; + var sample_properties = 1; var alpha = Math.floor(num_n * sample_properties); var start_time = performance.now(); //processing -// var step = edge_betweenness_centrality(graph, k = alpha, normalized = true, weight = true, virtual = false); - var step = _betweennness_virtual(graph,k=10); + var step = edge_betweenness_centrality(graph, k = num_n, normalized = true, weight = true, virtual = false); + // var step = _betweennness_virtual(graph); // var step = between_e(graph); var end_time_b = performance.now(); var max_lv = step.length + 1; // tree + var start_time_t = performance.now(); var tree_hi = tree_mapingv3(step, graph); var end_time_t = performance.now(); var tree_deep = d3.scaleLinear().domain([tree_hi[0].depth, 0]).range([0, wtree]); @@ -230,7 +243,7 @@ d3.json("data/imdb171.json", function (error, graph) { time_box .append("text") .attr("transform", "translate(" + [10, 35] + ")") - .text("Computing time for Modularity Q: " + Math.round(end_time_t - end_time_b + start_time) + " ms"); + .text("Computing time for Modularity Q: " + Math.round(end_time_t - start_time_t) + " ms"); //-------------graph var domain = {x: {min: 0, max: 0}, y: {min: 0, max: 0}}; domain.y.min = d3.min(tree_hi[1]); @@ -337,7 +350,7 @@ d3.json("data/imdb171.json", function (error, graph) { return d.id; }) .enter().append("circle") - .attr("r", 5) + .attr("r", 7) .attr("fill", function (d) { return color(d.group); }) @@ -366,7 +379,7 @@ d3.json("data/imdb171.json", function (error, graph) { .force("y", d3.forceY().strength(.0005)); simulation.force("link") - .links(graph.links); + .links(graph.links).distance(100); function ticked() { node @@ -550,9 +563,9 @@ d3.json("data/imdb171.json", function (error, graph) { }) simulation.force("cluster", clustering); simulation.alphaTarget(0.2).restart(); - link.attr("opacity", function (d, i) { - return newlinks.indexOf(i) > -1 ? 0.1 : 1; - }) + // link.attr("opacity", function (d, i) { + // return newlinks.indexOf(i) > -1 ? 0.1 : 1; + // }) function clustering(alpha) { diff --git a/scripts/mainv1.js b/scripts/mainv1.js old mode 100644 new mode 100755 diff --git a/scripts/math_script.js b/scripts/math_script.js old mode 100644 new mode 100755 index 21c6999..2768aef --- a/scripts/math_script.js +++ b/scripts/math_script.js @@ -195,7 +195,7 @@ function between_e(graph) { var step = []; var num_l = graph.links.length; //document.write("
av: "+av); - while (step.length != num_l) { + while (step.length != graph.links.length) { //var alink_oc = copyA(alink_o); //document.write("
old array size: "+alink_o[3][0].nei); //var alink_fix = a_array_ext(alink_oc,av); // add virtual nodes @@ -393,8 +393,8 @@ function between_e(graph) { //console.log("----end---- "+s); } var end_time_b = performance.now(); - console.log("Time for old technique"); - console.log(end_time_b-start_time); + //console.log("Time for old technique"); + //console.log(end_time_b-start_time); if (max_ebs[0] != 0) { step.push([max_ebs[1], max_ebs[2]]); //av = av*num_l; @@ -621,7 +621,8 @@ function edge_betweenness_centrality(graph, k='none', normalized=true, weight) { else { nodes = graph_nodes_random(num_node, num_node); } - while (step.length != 1) { + var start_time = performance.now(); + while (step.length != graph.links.length) { for (i = 0; i < num_node; i++) { betweenness[i] = 0.0 } @@ -646,8 +647,7 @@ function edge_betweenness_centrality(graph, k='none', normalized=true, weight) { betweenness = _accumulate_edges(betweenness, S, P, sigma, nodes[s]); } } - var end_time_b = performance.now(); - console.log(end_time_b-start_time); + for (n = 0; n < num_node; n++) { delete betweenness[n]; } @@ -676,7 +676,9 @@ function edge_betweenness_centrality(graph, k='none', normalized=true, weight) { } } } - + var end_time_b = performance.now(); + console.log("Time to run betweenness brandes"); + console.log(end_time_b-start_time); return step; } function _single_source_dijkstra_path_basic(G, s, weight='weight') { @@ -809,37 +811,64 @@ function _betweennness_virtual(graph) { var alink_o = a_array_av(graph); // orgiginal var av = alink_o[1]; alink_o = alink_o[0]; + var totaldegree=0; + for(i=0;i1) return d; + }) + console.log(templink) + var random_node = Math.floor(Math.random() * graph.nodes.length) + var pred =prececessorV_length(VirtualAdj,random_node, graph.nodes.length); + var arrayvalue = Object.values(pred).sort(function (a, b) { + return b - a; }); - if (k !== 'none') { - nodes = graph_nodes_random(num_node, k) + var VDG = arrayvalue[0] + arrayvalue[1]; + + var sigma = 0.1, delta = 0.1, c = 0.5; + var d = Math.floor(Math.log2(VDG) - 2) + 1 + Math.log(1 / delta); + var r = c / Math.pow(sigma, 2) * d; + + for(var i=0;i"+"-- "+ alink_o[max_ebs[1]][i].nei); if (VirtualAdj[result[0]][i].nei == result[1] || VirtualAdj[result[0]][i].ori == result[1]) { VirtualAdj[result[0]].splice(i, 1); break; @@ -853,7 +882,8 @@ function _betweennness_virtual(graph) { } delete betweenness[_.first(_.max(_.pairs(betweenness), _.last))]; } - + console.log("Time to run betweenness VS"); + console.log(end_time_b-start_time); return step; } @@ -869,7 +899,7 @@ function _single_source_shortest_path_basic_virtual_nodes(G, s, nodes) { var Q = []; Q.push(s); while (Q.length > 0) { - v = Q.shift(); + var v = Q.shift(); S.push(v); for (w = 0; w < G[v].length; w++) { //G[v].forEach(function (w) { @@ -888,4 +918,4 @@ function _single_source_shortest_path_basic_virtual_nodes(G, s, nodes) { } } return [S, P, sigma]; -} \ No newline at end of file +} diff --git a/scripts/summary.js b/scripts/summary.js old mode 100644 new mode 100755 diff --git a/summary.html b/summary.html old mode 100644 new mode 100755 diff --git a/test.html b/test.html new file mode 100644 index 0000000..8897bcc --- /dev/null +++ b/test.html @@ -0,0 +1,36 @@ + + + + + Title + + + + + + + + + + \ No newline at end of file From c1a09360f73a652da632d6cbf0cb09afd241d669 Mon Sep 17 00:00:00 2001 From: Alex-Nguyen Date: Sat, 25 Feb 2017 20:22:07 -0600 Subject: [PATCH 77/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e107f67..78aaeb6 100755 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](https://nvtngan.github.io/)|[back up link](http://hexagon.pe.hu/). +Our web application is available at [online demo](https://alex-nguyen.github.io/VictorHugo/)|[back up link](http://hexagon.pe.hu/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. From f3c222608202a63e42231fe5ef514811752b04ea Mon Sep 17 00:00:00 2001 From: "Vinh T. Nguyen" Date: Sat, 25 Feb 2017 21:41:19 -0600 Subject: [PATCH 78/80] First Commit --- .idea/workspace.xml | 187 +++++++++++++++------------------------- data/IMDB_Graph.js | 2 +- data/IndexCardsGraph.js | 7 +- scripts/main.js | 9 +- scripts/math_script.js | 6 +- 5 files changed, 84 insertions(+), 127 deletions(-) diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 710087e..dddee21 100755 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -2,60 +2,11 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + - - - @@ -73,11 +24,21 @@ - + - - + + + + + + + + + + + + @@ -86,8 +47,8 @@ - - + + @@ -95,11 +56,11 @@ - + - - + + @@ -110,8 +71,8 @@ - - + + @@ -142,7 +103,7 @@ - + @@ -152,8 +113,8 @@ - - + + @@ -165,22 +126,11 @@ - - - - - - - - - - - @@ -221,6 +171,7 @@ : 3 numNode = console.log + update_group @@ -257,11 +208,11 @@ @@ -441,11 +392,12 @@ + - @@ -455,18 +407,18 @@ - - + + @@ -518,13 +470,6 @@
- - - - - - - @@ -686,7 +631,6 @@ - @@ -718,7 +662,7 @@
- + @@ -740,38 +684,20 @@ - + - - + + - - - - - - - - - - - + - - - - - - - - - - + + @@ -780,23 +706,48 @@ - - + + - + - - + + + + + + + + + + - + + + + + + + + + + + + + + + + + +
\ No newline at end of file diff --git a/data/IMDB_Graph.js b/data/IMDB_Graph.js index 7f265dc..d23ab9b 100644 --- a/data/IMDB_Graph.js +++ b/data/IMDB_Graph.js @@ -10,7 +10,7 @@ var chart = c3.generate({ }, size: { - width: 500 + width: 700 }, bar: { diff --git a/data/IndexCardsGraph.js b/data/IndexCardsGraph.js index 8d27bc2..d34ef7d 100644 --- a/data/IndexCardsGraph.js +++ b/data/IndexCardsGraph.js @@ -11,9 +11,14 @@ var chart = c3.generate({ ], type: 'bar' }, + axis: { + y: { + max: 140 + } + }, size: { - width: 500 + width: 700 }, bar: { diff --git a/scripts/main.js b/scripts/main.js index 05ad155..7caed05 100755 --- a/scripts/main.js +++ b/scripts/main.js @@ -133,7 +133,7 @@ var radius = 6; ======= >>>>>>> f41cb8646193b11f7aab076bf481cc71363c0550*/ // d3.json("data/karate.json", function(error, graph) { -d3.json("data/indexCards250.json", function (error, graph) { +d3.json("data/indexCards500.json", function (error, graph) { // d3.json("data/dataset4_fix.json", function(error, graph) { if (error) throw error; // for(var i=0;i Date: Sat, 25 Feb 2017 21:45:45 -0600 Subject: [PATCH 79/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 78aaeb6..ed8fc17 100755 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](https://alex-nguyen.github.io/VictorHugo/)|[back up link](http://hexagon.pe.hu/). +Our web application is available at [online demo](https://alex-nguyen.github.io/VictorHugo/)|[Biological Pathway Literature](https://alex-nguyen.github.io/ClusteringIndex500/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms. From 0acf1a063a1f3126a6c44e429071ab90241a65a8 Mon Sep 17 00:00:00 2001 From: Alex-Nguyen Date: Sat, 25 Feb 2017 22:21:54 -0600 Subject: [PATCH 80/80] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ed8fc17..b347610 100755 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Algorithms for detecting community structure in networks In this project, we implement algorithms for detecting community structure in networks. -Our web application is available at [online demo](https://alex-nguyen.github.io/VictorHugo/)|[Biological Pathway Literature](https://alex-nguyen.github.io/ClusteringIndex500/). +Our web application is available at [Victor Hugo Dataset](https://alex-nguyen.github.io/VictorHugo/)|[Biological Pathway Literature](https://alex-nguyen.github.io/ClusteringIndex500/). ### Exploring Topics and Events in Political Blogs The following image shows the top 100 terms in nearly 100,000 political blog posts in last 10 years (from 2006 to 2015). Terms are color-coded by clusters (generated by our algorithm). The red dashed slider on the left controls the cut-off value for cluster formation. Terms appear together in the same political blogs are connected by links. The link thickness indicates the frequency of collocated terms.