Illustrates how to use Vladimir Agafonkin's clever simpleheat JS library to overlay a heatmap of Hopper search destinations on a D3 map.
Just for fun we use a separate svg layer 'under' the canvas to display the map, although it's easy enough to have D3 render direct to the canvas. The default canvas (and svg) 'background' is transparent so we can see through layers, making it easy to build up (say) an animated heatmap over a static map without continually redrawing the latter.
xxxxxxxxxx<html> <head><style>#container svg, #container canvas { position: absolute; top: 0;}svg { background-color: black;}svg text { font-family: proxima-nova; font-size: 12px; fill: #666;}.countries { fill: #333333;}.airports { fill: #666666;}</style> </head> <body> <div id='container'> </div> <script src="https://d3js.org/d3.v4.min.js"></script> <script src="https://d3js.org/topojson.v1.min.js"></script> <script src="simpleheat.js"></script> <!-- from https://github.com/mourner/simpleheat --> <script>const width = 960;const height = 600;div = d3.select('#container');mapLayer = div.append('svg').attr('id', 'map').attr('width', width).attr('height', height);canvasLayer = div.append('canvas').attr('id', 'heatmap').attr('width', width).attr('height', height);var canvas = canvasLayer.node(), context = canvas.getContext("2d");// context.globalAlpha = 0.5;var projection = d3.geoMercator().translate([width/2, height/2]), path = d3.geoPath(projection), airportMap;d3.queue() .defer(d3.json, 'world-50m.json') .defer(d3.json, 'airports.json')// .defer(d3.csv, 'dests.csv') .defer(d3.csv, 'flexwatch.csv') .await(main);function main(error, world, airports, dests) { airports.forEach(d => { d.coords = projection([d.longitude, d.latitude]); }) airportMap = d3.map(airports, d => d.id); var countries = topojson.feature(world, world.objects.countries).features; mapLayer .append('g') .classed('countries', true) .selectAll(".country") .data(countries) .enter() .append("path") .attr("class", "country") .attr("d", path); mapLayer .append('g') .classed('airports', true) .selectAll('.airport') .data(airports) .enter().append('circle') .attr('r', 1) .attr('cx', function(d) { return d.coords && d.coords[0]; }) .attr('cy', function(d) { return d.coords && d.coords[1]; }) var heat = simpleheat(canvas); // set data of [[x, y, value], ...] format heat.data(dests.map(d => {a = airportMap.get(d.destination); return [a.coords[0], a.coords[1], +d.watches]})); // set point radius and blur radius (25 and 15 by default) heat.radius(10, 10); // optionally customize gradient colors, e.g. below // (would be nicer if d3 color scale worked here) // heat.gradient({0: '#0000ff', 0.5: '#00ff00', 1: '#ff0000'}); // set maximum for domain heat.max(d3.max(dests, d => +d.watches)); // draw into canvas, with minimum opacity threshold heat.draw(0.05);} </script> </body></html> https://d3js.org/d3.v4.min.js
https://d3js.org/topojson.v1.min.js