chart = { ///// DATA const nodes = data.nodes.map(d => Object.create(d)); const links = data.links.map(d => Object.create(d)); // Filters on data var min_occ = 1; var min_occ_link = 1; var min_occ_iter_new = 0; var min_occ_iter = 0; var show_l1 = true; var show_l2 = true; var show_l34 = true; ///// DOM ROOT ELEMENTS const width = 2000; const height = 2000; const svg = d3.create("svg") .attr("viewBox", [-width / 2, -height / 2, width, height]) .attr('style','background: #fff;'); const g = svg.append("g"); var legend_svg = svg.append('g') .attr('class','legend_div') .attr('active','no') .attr('transform','translate(-'+width/2+',-'+height/2+')'); var legend_channel = svg.append('g') .attr('class','legend_channel') .attr('active','no') .attr('transform','translate('+(width/2-300)+',-'+height/2+')'); var active_session = []; var active_channel = []; const tooltip = new Tooltip(); g.append(() => tooltip.node_link); ///// FORCE const simulation = d3.forceSimulation(nodes) .force("link", d3.forceLink(links).id(d => d.id)) .force("charge", d3.forceManyBody()) .force("x", d3.forceX()) .force("y", d3.forceY()); ///// FULL SCREEN function onresize () { let fs = document.webkitFullscreenElement || document.mozFullscreenElement; if (fs == svg) { svg.width = window.innerWidth; svg.height = window.innerHeight; } else { svg.width = width; svg.height = height; } legend_svg.attr('transform','translate(-'+svg.width/2+',-'+svg.width/2+')'); } window.addEventListener('resize', onresize, false); ///// ZOOM function zoomed() { g.attr("transform", d3.event.transform); } svg.call(d3.zoom() .extent([[0, 0], [width, height]]) .scaleExtent([1, 8]) .on("zoom", zoomed)); ///// GRAPH // Rendering functions var node_opacity = function(d){ if( (!show_l1) & d.group != 'recommendation' | (!show_l2) & d.group == 'recommendation' ) return 0.02; if(parseInt(d.iteration_all) < min_occ_iter_new) return 0.02; if(d.group != 'recommendation') return 1; else return 0.2; } var link_opacity = function(d){ if( (!show_l1) & d.level == 1 | (!show_l2) & d.level == 2 | (!show_l34) & d.level > 2 ) return 0.002; if(parseInt(d.iteration_all) < min_occ_iter_new) return 0.002; if(d.level == 1) return 1; else if (d.level == 2) return 0.2; else return 0; } //////////////////////////////////////////////////////////////////////////////// // GRAPH //////////////////////////////////////////////////////////////////////////////// const link = g.append("g") .selectAll("line") .data(links) .join("line") .attr("type", d => d.type) .attr("level", d => d.level) .attr("target", d => d.target.id) .attr("source", d => d.source.id) .attr("channel_source", d => d.source.channel) .attr("channel_target", d => d.target.channel) .attr("channel_source_id", d => d.source.channel_id) .attr("channel_target_id", d => d.target.channel_id) .attr("session_source", d => d.source.group) .attr("session_target", d => d.target.group) .attr("session_all", d => d.session_all) .attr("session_direct", d => d.session_direct) .attr("iteration_all", d => d.iteration_all) .attr("stroke", '#000') .attr('stroke-linecap', 'round') .attr("stroke-opacity", d => link_opacity(d)) .attr("stroke-width", d => link_width(d.level)); // Nodes const node = g.append("g") .selectAll("circle") .data(nodes) .join("a") .attr("href", d => 'https://www.youtube.com/watch?v=' + d.id) .attr('target', '_blank') .append("circle") .attr("id", d => d.id) .attr("class", 'video_node') .attr("channel", d => d.channel) .attr("channel_id", d => d.channel_id) .attr("session", d => d.session) .attr("session_all", d => d.session_all) .attr("session_direct", d => d.session_direct) .attr("session_from_reco", d => d.session_from_reco) .attr("group", d => d.group) .attr("iteration_all", d => d.iteration_all) .attr("stroke", "#fff") .attr("stroke-width", 0.5) .attr("r", d => r_scale(d3.max([10^6, +d.views^0.5]))) .attr("fill", d => color_scale(d.session)) .attr("opacity", d => node_opacity(d)) .call(drag(simulation)); ///////////////////////////////////////////////////////////////////////////////////// ///// UX FUNCTIONS ///////////////////////////////////////////////////////////////////////////////////// const undo_highlight = function(){ d3.selectAll('.session_legend').attr('opacity',1); d3.selectAll('.legend_selector_channel').attr('opacity',0); d3.selectAll('circle').attr('opacity', d => node_opacity(d)); d3.selectAll('line').attr('stroke-opacity', d => link_opacity(d)); } const hide_all = function(){ d3.selectAll('.session_legend').attr('opacity',0.5); d3.selectAll('.legend_selector_channel').attr('opacity',0.5); d3.selectAll('circle').attr('opacity',0.02); d3.selectAll('line').attr('stroke-opacity',0.001); } const hide_all_light = function(){ d3.selectAll('.session_legend').attr('opacity',0.5); d3.selectAll('.legend_selector_channel').attr('opacity',0.5); d3.selectAll('circle').attr('opacity',0.08); d3.selectAll('line').attr('stroke-opacity',0.03); } const show_session = function(label){ d3.selectAll('text[session_legend="'+label+'"]').attr('opacity', 1); if(min_occ_iter == 0){ d3.selectAll('line[session_all*="'+label+'"]').attr("stroke-opacity", d => 0.1); // link_opacity(d)); d3.selectAll('line[session_all*="'+label+'"]').attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('circle[session_direct*="'+label+'"]').attr('opacity', d => node_opacity(d)); d3.selectAll('circle[session_all*="'+label+'"]').attr('opacity', d => node_opacity(d)); d3.selectAll('circle[session_from_reco*="'+label+'"]').attr('opacity', d => node_opacity(d)); } else { for(let i=1;i<=min_occ_iter;i++){ d3.selectAll('line[session_all*="'+label+'"][iteration_all*="'+i+'"]') .attr("stroke-opacity", d => 0.1); // link_opacity(d)); d3.selectAll('line[session_all*="'+label+'"][iteration_all*="'+i+'"]') .attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('circle[session_direct*="'+label+'"][iteration_all*="'+i+'"]') .attr('opacity', d => node_opacity(d)); d3.selectAll('circle[session_all*="'+label+'"][iteration_all*="'+i+'"]') .attr('opacity', d => node_opacity(d)); d3.selectAll('circle[session_from_reco*="'+label+'"][iteration_all*="'+i+'"]') .attr('opacity', d => node_opacity(d)); //await sleep(2000); } } } const show_session_direct = function(label){ d3.selectAll('text[session_legend="'+label+'"]').attr('opacity', 1); if(min_occ_iter == 0){ d3.selectAll('line[session_direct*="'+label+'"][level="1"]') .attr("stroke-opacity", d => link_opacity_nofilter(d)); d3.selectAll('circle[session_direct*="'+label+'"]').attr('opacity', d => node_opacity_nofilter(d)); } else { for(let i=1;i<=min_occ_iter;i++){ d3.selectAll('line[session_direct*="'+label+'"][level="1"][iteration_all*="'+i+'"]') .attr("stroke-opacity", d => link_opacity_nofilter(d)); d3.selectAll('circle[session_direct*="'+label+'"][iteration_all*="'+i+'"]') .attr('opacity', d => node_opacity_nofilter(d)); //await sleep(2000); } } } const show_channel = function(label){ d3.selectAll('rect[channel_legend="'+label+'"]').attr('opacity', 0); if(min_occ_iter == 0){ d3.selectAll('line[channel_source="'+label+'"]').attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('line[channel_target="'+label+'"]').attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('circle[channel="'+label+'"]').attr('opacity', d => node_opacity(d)); } else { for(let i=1;i<=t;i++){ d3.selectAll('line[channel_source="'+label+'"][iteration_all*="'+i+'"]') .attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('line[channel_target="'+label+'"][iteration_all*="'+i+'"]') .attr("stroke-opacity", d => link_opacity(d)); d3.selectAll('circle[channel="'+label+'"][iteration_all*="'+i+'"]') .attr('opacity', d => node_opacity(d)); //await sleep(2000); } } } var reshow_session_channel = function(){ if(active_session.length == 0 & active_channel.length == 0 & min_occ_iter == 0){ d3.selectAll('.legend_session').attr('active', 'no'); d3.selectAll('.legend_channel').attr('active', 'no'); undo_highlight(); } else { hide_all(); active_session.forEach(label => show_session(label)); active_channel.forEach(label => show_channel(label)); } } ///// TOOLTIP - interaction node.on('mouseover', d => { tooltip.show(d); hide_all_light(); // Higlight basic links d3.selectAll('circle[id="'+d.id+'"]').attr('opacity', node_opacity(d)); var links_src = d3.selectAll('line[source="'+d.id+'"]'); var links_tar = d3.selectAll('line[target="'+d.id+'"]'); links_src.attr('stroke-opacity', dd => link_opacity(dd)); links_tar.attr('stroke-opacity', dd => link_opacity(dd)); links_src.each(e => { d3.selectAll('circle[id="'+e.target.id+'"]').attr('opacity', node_opacity(e.target)); }); links_tar.each(e => { d3.selectAll('circle[id="'+e.source.id+'"]').attr('opacity', node_opacity(e.source)); }); // Highlight nodes & session links var session_list = []; d.session_all.split(';').forEach(s => { // s <- s.trim(); if(session_list.indexOf(s) ==-1) { session_list.push(s); } session_list.push(s.trim()); }); session_list.forEach(label => { show_session_direct(label); d3.selectAll('text[session_legend="'+label+'"]').attr('opacity', 1); }); }); node.on('mouseout', () => { tooltip.hide(); hide_all(); reshow_session_channel(); }); ////// LEGEND SESSION // Rendering functions var toggle_legend = function(label){ var element = d3.selectAll('rect[session_legend="'+label+'"]'); if(element.attr('active') == 'yes'){ element.attr('active', 'no'); active_session.splice(active_session.indexOf(label), 1); hide_all(); reshow_session_channel(); } else { element.attr('active', 'yes'); var div = d3.selectAll('.legend_div'); if(div.attr('active')=='no'){ div.attr('active', 'yes');} active_session.push(label); reshow_session_channel(); } } // Svg elements legend_svg.selectAll("rect") .data(groups) .join("rect") .attr('class', "session_swatch") .attr("session_swatch", d => d) .attr('width', 15) .attr('height', 15) .attr('fill', d => color_scale(d)) .attr('x',20) .attr('y', (d,i) => 45+i*25); legend_svg.selectAll("text") .data(groups) .join("text") .attr('class', "session_legend") .attr("session_legend", d => d) .attr('height', 15) .attr('fill', '#000') .attr('x', 45) .attr('y', (d,i) => 59+i*25) .html(d => d); var legend_rect = legend_svg.append("g") .selectAll("rect") .data(groups) .join("rect") .attr('class','legend_selector') .attr('style', 'cursor: pointer;') .attr('width', 270) .attr('height', 15) .attr('opacity', 0) .attr('x', 10) .attr('y', (d,i) => 45+i*25) .attr('session_legend', d => d) .attr('active','no') legend_rect.on('click', d => toggle_legend(d)); legend_rect.on('mouseover', d => { if(active_session.length == 0 & active_channel.length == 0 & min_occ == 1 & min_occ_link == 1) hide_all(); show_session_direct(d); }); legend_rect.on('mouseout', d => { reshow_session_channel(); }); legend_svg.append("text") .html('Sessions:') .attr('font-weight','bold') .attr('x', 25) .attr('y', 30); //////////////////////////////////////////////////////////////////////// ////// LEGEND CHANNEL //////////////////////////////////////////////////////////////////////// // Rendering functions var toggle_legend_channel = function(label){ var element = d3.selectAll('rect[channel_legend="'+label+'"]'); if(element.attr('active') == 'yes'){ element.attr('active', 'no'); d3.selectAll('rect[channel_legend="'+label+'"]').attr('opacity', 0.5); active_channel.splice(active_channel.indexOf(label), 1); hide_all(); reshow_session_channel(); } else { element.attr('active', 'yes'); var div = d3.selectAll('.legend_channel'); if(div.attr('active')=='no'){ div.attr('active', 'yes'); } active_channel.push(label); reshow_session_channel(); } } // Svg elements legend_channel.selectAll("rect") .data(channel_sorted) .join("rect") .attr('class', "channel_swatch") .attr("channel_swatch", d => d) .attr('width', 15) .attr('height', 15) .attr('fill', '#ddd') //.attr('fill', d => color_scale_channel(d)) .attr('x',20) .attr('y', (d,i) => 45+i*25); legend_channel.selectAll("text") .data(channel_sorted) .join("text") .attr('class', "channel_legend") .attr("channel_legend", d => d) .attr('height', 15) .attr('fill', '#000') .attr('x', 45) .attr('y', (d,i) => 59+i*25) .html(d => d); var legend_rect_channel = legend_channel.append("g") .selectAll("rect") .data(channel_sorted) .join("rect") .attr('class','legend_selector_channel') .attr('style', 'cursor: pointer;') .attr('width', 300) .attr('height', 18) .attr('opacity', 0) .attr('fill', '#fff') .attr('x', 10) .attr('y', (d,i) => 45+i*25) .attr('channel_legend', d => d) .attr('active','no') legend_rect_channel.on('click', d => toggle_legend_channel(d)); legend_rect_channel.on('mouseover', d => { if(active_channel.length == 0 & active_session.length == 0 & min_occ == 1 & min_occ_link == 1) hide_all(); show_channel(d); }); legend_rect_channel.on('mouseout', d => { reshow_session_channel(); }); legend_channel.append("text") .attr('x', 25) .attr('y', 30) .append('tspan') .html('Channels:') .attr('font-weight','bold') .append('tspan') .html(' (most frequent first)') .attr('font-weight','normal'); ////// FILTERS // Channel or Video var color_video = function(){ d3.select('#color_video').attr('opacity', 1); d3.select('#color_channel').attr('opacity', 0.5); d3.select('#color_none').attr('opacity', 0.5); d3.selectAll('.session_swatch').attr('fill', d => color_scale(d)); d3.selectAll('.channel_swatch').attr('fill', '#ddd'); d3.selectAll('.video_node').attr('fill', d => color_scale(d.session)); }; var color_channel = function(){ d3.select('#color_video').attr('opacity', 0.5); d3.select('#color_channel').attr('opacity', 1); d3.select('#color_none').attr('opacity', 0.5); d3.selectAll('.session_swatch').attr('fill', '#ddd'); d3.selectAll('.channel_swatch').attr('fill', d => color_scale_channel(d)); d3.selectAll('.video_node').attr('fill', d => color_scale_channel(d.channel)); }; var color_none = function(){ d3.select('#color_video').attr('opacity', 0.5); d3.select('#color_channel').attr('opacity', 0.5); d3.select('#color_none').attr('opacity', 1); d3.selectAll('.session_swatch').attr('fill', '#ddd'); d3.selectAll('.channel_swatch').attr('fill', '#ddd'); d3.selectAll('.video_node').attr('fill', '#999'); }; var filter_level_label = svg.append('g') .attr('transform','translate('+ (300 - width/2) +','+ (30 - height/2) +')') .append('text').html(`Color: `); filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'color_video') .html(' Session ').on('click', () => color_video()); filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'color_channel') .html(' Channel ').on('click', () => color_channel()) .attr('opacity', 0.5); filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'color_none') .html(' (none) ').on('click', () => color_none()) .attr('opacity', 0.5); // Levels of links var link_l1 = function(){ show_l1 = !show_l1; if(show_l1) d3.select('#filter_l1').attr('opacity', 1); else d3.select('#filter_l1').attr('opacity', 0.5); hide_all(); reshow_session_channel(); }; var link_l2 = function(){ show_l2 = !show_l2; if(show_l2) d3.select('#filter_l2').attr('opacity', 1); else d3.select('#filter_l2').attr('opacity', 0.5); hide_all(); reshow_session_channel(); }; var link_l34 = function(){ show_l34 = !show_l34; if(show_l34) d3.select('#filter_l34').attr('opacity', 1); else d3.select('#filter_l34').attr('opacity', 0.5); hide_all(); reshow_session_channel(); }; var filter_level_label = svg.append('g') .attr('transform','translate('+ (300 - width/2) +','+ (60 - height/2) +')') .append('text').html(`Filter recommendations:`); filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'filter_l1') .html(' Watched ').on('click', () => link_l1()); filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'filter_l2') .html('→ Recommended ').on('click', () => link_l2()); //filter_level_label.append('a').attr('style', 'cursor: pointer;').attr('id', 'filter_l34') // .html('→ Recommended from a recommendation').on('click', () => link_l34()); // Nodes var min_occ_plus = function(){}; var min_occ_minus = function(){}; var reset_min_occ = function(){}; var filter_svg = svg.append('g').attr('transform','translate('+ (300 - width/2) +','+ (90 - height/2) +')'); var filter_node_label = filter_svg.append('text'); var min_occ_update = function(){ filter_node_label.html(`Filter nodes: Min no. of occurences ${min_occ}`); filter_node_label.append('a').attr('style', 'cursor: pointer;') .html(' ▲ More').on('click', () => min_occ_plus()); filter_node_label.append('a').attr('style', 'cursor: pointer;') .html(' ▼ Less').on('click', () => min_occ_minus()); filter_node_label.append('a').attr('style', 'cursor: pointer;') .html(' (resest)').on('click', () => reset_min_occ()); } min_occ_plus = function(){ min_occ = min_occ +1; min_occ_update(); hide_all(); reshow_session_channel(); }; min_occ_minus = function(){ min_occ = min_occ -1; min_occ_update(); hide_all(); reshow_session_channel(); }; reset_min_occ = function(){ min_occ = 1; min_occ_update(); hide_all(); reshow_session_channel(); }; min_occ_update(); // Links var min_occ_plus_link = function(){}; var min_occ_minus_link = function(){}; var reset_min_occ_link = function(){}; var filter_svg_link = svg.append('g').attr('transform','translate('+(300-width/2)+','+(120-height/2)+')'); var filter_link_label = filter_svg_link.append('text'); var min_occ_update_link = function(){ filter_link_label.html(`Filter links: Min no. of occurences ${min_occ_link}`); filter_link_label.append('a').attr('style', 'cursor: pointer;') .html(' ▲ More').on('click', () => min_occ_plus_link()); filter_link_label.append('a').attr('style', 'cursor: pointer;') .html(' ▼ Less').on('click', () => min_occ_minus_link()); filter_link_label.append('a').attr('style', 'cursor: pointer;') .html(' (resest)').on('click', () => reset_min_occ_link()); } min_occ_plus_link = function(){ min_occ_link = min_occ_link +1; min_occ_update_link(); hide_all(); reshow_session_channel(); }; min_occ_minus_link = function(){ min_occ_link = min_occ_link -1; min_occ_update_link(); hide_all(); reshow_session_channel(); }; reset_min_occ_link = function(){ min_occ_link = 1; min_occ_update_link(); hide_all(); reshow_session_channel(); }; min_occ_update_link(); // Iteration var min_occ_plus_iter = function(){}; var min_occ_minus_iter = function(){}; var reset_min_occ_iter = function(){}; var filter_svg_iter = svg.append('g').attr('transform','translate('+(300-width/2)+','+(150-height/2)+')'); var filter_iter_label = filter_svg_iter.append('text'); var min_occ_update_iter = function(){ var n_iter = min_occ_iter_new; if(n_iter == 0) { n_iter = '(All)'; } filter_iter_label.html(`Filter iterations: Show sessions until iteration ${n_iter}`); filter_iter_label.append('a').attr('style', 'cursor: pointer;') .html(' ▲ More').on('click', () => min_occ_plus_iter()); filter_iter_label.append('a').attr('style', 'cursor: pointer;') .html(' ▼ Less').on('click', () => min_occ_minus_iter()); filter_iter_label.append('a').attr('style', 'cursor: pointer;') .html(' (resest)').on('click', () => reset_min_occ_iter()); } min_occ_plus_iter = function(){ min_occ_iter_new = min_occ_iter_new +1; min_occ_update_iter(); hide_all(); reshow_session_channel(); }; min_occ_minus_iter = function(){ min_occ_iter_new = min_occ_iter_new -1; min_occ_update_iter(); hide_all(); reshow_session_channel(); }; reset_min_occ_iter = function(){ min_occ_iter_new = 0; min_occ_update_iter(); hide_all(); reshow_session_channel(); }; min_occ_update_iter(); ///// ANIMATION simulation.on("tick", () => { link .attr("x1", d => d.source.x) .attr("y1", d => d.source.y) .attr("x2", d => d.target.x) .attr("y2", d => d.target.y); node .attr("cx", d => d.x) .attr("cy", d => d.y); }); invalidation.then(function () { simulation.stop(); window.removeEventListener('resize', onresize); }); ///// DONE return svg.node(); }