Skip to content

Instantly share code, notes, and snippets.

@giorgi-ghviniashvili
Forked from mbostock/.block
Created July 26, 2018 14:49
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save giorgi-ghviniashvili/56a25952c1ee6e93fd9d39ef508abc5d to your computer and use it in GitHub Desktop.
Save giorgi-ghviniashvili/56a25952c1ee6e93fd9d39ef508abc5d to your computer and use it in GitHub Desktop.
Streamgraph
license: gpl-3.0

For continuous data such as time series, a streamgraph can be used in place of stacked bars. This example also demonstrates path transitions to interpolate between different layouts. Streamgraph algorithm, colors, and data generation inspired by Byron and Wattenberg.

<!DOCTYPE html>
<meta charset="utf-8">
<title>Streamgraph</title>
<style>
button {
position: absolute;
left: 10px;
top: 10px;
}
</style>
<button onclick="transition()">Update</button>
<svg width="960" height="500"></svg>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script>
var n = 20, // number of layers
m = 200, // number of samples per layer
k = 10; // number of bumps per layer
var stack = d3.stack().keys(d3.range(n)).offset(d3.stackOffsetWiggle),
layers0 = stack(d3.transpose(d3.range(n).map(function() { return bumps(m, k); }))),
layers1 = stack(d3.transpose(d3.range(n).map(function() { return bumps(m, k); }))),
layers = layers0.concat(layers1);
var svg = d3.select("svg"),
width = +svg.attr("width"),
height = +svg.attr("height");
var x = d3.scaleLinear()
.domain([0, m - 1])
.range([0, width]);
var y = d3.scaleLinear()
.domain([d3.min(layers, stackMin), d3.max(layers, stackMax)])
.range([height, 0]);
var z = d3.interpolateCool;
var area = d3.area()
.x(function(d, i) { return x(i); })
.y0(function(d) { return y(d[0]); })
.y1(function(d) { return y(d[1]); });
svg.selectAll("path")
.data(layers0)
.enter().append("path")
.attr("d", area)
.attr("fill", function() { return z(Math.random()); });
function stackMax(layer) {
return d3.max(layer, function(d) { return d[1]; });
}
function stackMin(layer) {
return d3.min(layer, function(d) { return d[0]; });
}
function transition() {
var t;
d3.selectAll("path")
.data((t = layers1, layers1 = layers0, layers0 = t))
.transition()
.duration(2500)
.attr("d", area);
}
// Inspired by Lee Byron’s test data generator.
function bumps(n, m) {
var a = [], i;
for (i = 0; i < n; ++i) a[i] = 0;
for (i = 0; i < m; ++i) bump(a, n);
return a;
}
function bump(a, n) {
var x = 1 / (0.1 + Math.random()),
y = 2 * Math.random() - 0.5,
z = 10 / (0.1 + Math.random());
for (var i = 0; i < n; i++) {
var w = (i / n - y) * z;
a[i] += x * Math.exp(-w * w);
}
}
</script>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment