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@larsvers
Last active February 9, 2023 03:46
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Military disputes - with d3-hexgrid
license: mit
height: 500
border: no
function ready(geo, userData) {
/**
* Build legend.
* @param {Object} legendKey Selection to mount legend on.
* @param {number} max Value maximum.
* @param {function} scale Colour scale.
* @param {string} legendText Legend title.
* @return {undefined} DOM side effects.
*/
function buildKey(legendKey, max, scale, legendText) {
const x = d3.scaleLinear()
.domain([1, max])
.range([0, 120]);
const xAxis = d3.axisBottom(x)
.tickSize(13)
.tickValues(scale.domain());
const g = legendKey.call(xAxis);
g.select('.domain').remove();
const data = scale.range().map(color => {
const d = scale.invertExtent(color);
if (d[0] == null) d[0] = x.domain()[0];
if (d[1] == null) d[1] = x.domain()[1];
return d;
});
g.selectAll('rect')
.data(
scale.range().map(color => {
const d = scale.invertExtent(color);
if (d[0] == null) d[0] = x.domain()[0];
if (d[1] == null) d[1] = x.domain()[1];
return d;
})
)
.enter()
.insert('rect', '.tick')
.attr('height', 8)
.attr('x', d => x(d[0]))
.attr('width', d => x(d[1]) - x(d[0]))
.attr('fill', d => scale(d[0]));
g.append('text')
.attr('fill', '#000')
.attr('font-weight', 'bold')
.attr('text-anchor', 'start')
.attr('y', -6)
.text(legendText);
}
// Set up SVG.
const margin = { top: 30, right: 30, bottom: 30, left: 30 },
width = 900 - margin.left - margin.right,
height = 500 - margin.top - margin.bottom;
const svg = d3.select('#container')
.append('svg')
.attr('width', width + margin.left + margin.top)
.attr('height', height + margin.top + margin.bottom)
.append('g')
.attr('transform', `translate(${margin.left} ${margin.top})`);
// Projection and path.
const projection = d3.geoConicEqualArea()
.fitSize([width, height], geo)
.parallels([36, 66]);
const geoPath = d3.geoPath().projection(projection);
// Prep user data.
userData.forEach(site => {
const coords = projection([+site.lng, +site.lat]);
site.x = coords[0];
site.y = coords[1];
});
// Confine the global points to Europe.
const poly = d3.geoPolygon(geo, projection);
userData = d3.polygonPoints(userData, poly);
// Set up clip paths.
svg
.append('defs')
.append('clipPath')
.attr('id', 'clip-it')
.append('path')
.attr('d', geoPath(geo));
svg
.append('g')
.attr('id', 'world')
.append('path')
.attr('d', geoPath(geo))
.attr('stroke', '#000')
.attr('fill', 'none');
// Hexgrid generator.
const hexgrid = d3.hexgrid()
.extent([width, height])
.geography(geo)
.projection(projection)
.pathGenerator(geoPath)
.hexRadius(7)
.edgePrecision(1)
.gridExtend(2)
.geoKeys(['lng', 'lat']);
// Hexgrid instance.
const hex = hexgrid(userData);
// Calculate Ckmeans based colour scale.
const counts = hex.grid.layout
.map(el => el.datapointsWt)
.filter(el => el > 0);
const ckBreaks = ss.ckmeans(counts, 4).map(clusters => clusters[0]);
const colourScale = d3
.scaleThreshold()
.domain(ckBreaks)
.range(['#fff', '#e7e7e7', '#aaa', '#777', '#555']);
// Clip.
const gHex = svg
.append('g')
.attr('id', 'hexes')
.attr('clip-path', 'url(#clip-it)');
// Draw.
gHex
.selectAll('.hex')
.data(hex.grid.layout)
.enter()
.append('path')
.attr('class', 'hex')
.attr('transform', d => `translate(${d.x}, ${d.y})`)
.attr('d', hex.hexagon())
.style('fill', d => colourScale(d.datapointsWt))
.style('stroke', '#999')
.style('stroke-opacity', 0.4);
// Build and mount legend.
const legendKey = svg
.append('g')
.attr('class', 'legend')
.attr('transform', `translate(${width - 120}, ${height})`)
.call(
buildKey,
hex.grid.extentPointsWeighted[1],
colourScale,
'Number of disputes'
);
}
// Data load.
const geoData = d3.json(
'https://raw.githubusercontent.com/larsvers/map-store/master/europe_geo.json'
);
const points = d3.csv(
'https://raw.githubusercontent.com/larsvers/data-store/master/military_disputes_world.csv'
);
Promise.all([geoData, points]).then(res => {
let [geoData, userData] = res;
ready(geoData, userData);
});
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Disputes</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- d3-hexgrid script comes first. -->
<script src="//unpkg.com/d3-hexgrid"></script>
<script src="//unpkg.com/d3"></script>
<script src="//unpkg.com/d3-geo-projection"></script>
<script src='//unpkg.com/simple-statistics'></script>
</head>
<body>
<div id="container"></div>
<script src="app.js"></script>
</body>
</html>
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