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@mbostock
Last active March 18, 2020 01:28
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Threshold Choropleth
license: gpl-3.0
redirect: https://observablehq.com/@d3/threshold-choropleth

This choropleth uses a threshold scale for quantization, mapping arbitrary slices of a continuous domain to discrete values in the range. Unemployment rates ranging from 2 to 10% are quantized into different shades of purple.

var color = d3.scale.threshold()
    .domain([0.02, 0.04, 0.06, 0.08, 0.10])
    .range(["#f2f0f7", "#dadaeb", "#bcbddc", "#9e9ac8", "#756bb1", "#54278f"]);
<!DOCTYPE html>
<meta charset="utf-8">
<style>
.states {
fill: none;
stroke: #fff;
stroke-linejoin: round;
}
</style>
<body>
<script src="//d3js.org/d3.v3.min.js"></script>
<script src="//d3js.org/queue.v1.min.js"></script>
<script src="//d3js.org/topojson.v1.min.js"></script>
<script>
var width = 960,
height = 500;
var color = d3.scale.threshold()
.domain([0.02, 0.04, 0.06, 0.08, 0.10])
.range(["#f2f0f7", "#dadaeb", "#bcbddc", "#9e9ac8", "#756bb1", "#54278f"]);
var path = d3.geo.path();
var svg = d3.select("body").append("svg")
.attr("width", width)
.attr("height", height);
queue()
.defer(d3.json, "/mbostock/raw/4090846/us.json")
.defer(d3.tsv, "unemployment.tsv")
.await(ready);
function ready(error, us, unemployment) {
if (error) throw error;
var rateById = {};
unemployment.forEach(function(d) { rateById[d.id] = +d.rate; });
svg.append("g")
.attr("class", "counties")
.selectAll("path")
.data(topojson.feature(us, us.objects.counties).features)
.enter().append("path")
.attr("d", path)
.style("fill", function(d) { return color(rateById[d.id]); });
svg.append("path")
.datum(topojson.mesh(us, us.objects.states, function(a, b) { return a.id !== b.id; }))
.attr("class", "states")
.attr("d", path);
}
</script>
id rate
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@owendall
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owendall commented Sep 9, 2012

Very nice!

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ghost commented Sep 8, 2014

hi! I'm playing around with chorpleths, unfortunately my data is not "that nice". I was wondering if there's an elegant solution for the scale functions itself to handle null values. The only solution I have so far is something like:

var color = d3.scale.linear()
    .domain([0,1])
    .range(["#000000","#ff0000"]);

var color_null = function(value) {
    return value == null ? "#00ff00" : color(value);
}

console.log('standard',color(null));  // returns #000
console.log('handle_null',color_null(null));  // returns #0f0

many thanks.

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