React for Data Visualization
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Kiran has a problem. He's working on a project and doesn't know how. Let's help

My Solution

Kiran wants to build a "circle with arcs" chart, but he's having trouble. He asked for help so here we are :)

I livecoded this one from the Paris airport so there's no sound in the video. I was too shy to narrate my actions in the middle of a busy Starbucks. Maybe next time.

Anyway, to build an arc circle like this, we can take many cues from how you would build a piechart. Arcs are still arcs: They're round, have an inner and outer radius, and represent a datapoint. We can layer them on top of each other with a band scale feeding into radiuses.

Like this 👇

First you need a dataset

We fake the dataset because Kiran didn't provide one.

// 5 percentages represent our dataset
const data = d3.range(5).map(_ => ({
name: Faker.hacker.verb(),
percentage: 75 * Math.random(),

5 datapoints, fake name with faker, and a random chunk out of 75%. Tried going full 100 at first and it didn't look great at all.

Then you need a parent component

const CircleArcs = ({ data, maxR }) => {
const rScale = d3
.range([0, maxR]);
return (
<Circle cx={0} cy={0} r={maxR} />
{, i) => (
<Arc d={d} r={rScale(i)} width={rScale.bandwidth()} key={i} />

A functional component will do. Create a band scale for the radiuses. Those cut up a given space into equal bands and let you define padding. Same scale you'd use for a barchart to position the bars.

The band scale is ordinal so our domain has to match the number of inputs, d3.range takes care of that. For our dataset that sets the domain to [0,1,2,3,4].

Scale range goes from zero to max radius.

Render a <Circle> which is a styled circle component, loop through the data and render an <Arc> component for each entry. The arc takes data in the d prop, call rScale to get the radius, and use rScale.bandwidth() to define the width. Band scales calculate optimal widths on their own.

We can use index for keys because we know arcs will never re-order.

The parent component needs arcs

That's what it's rendering. They look like this

const Arc = ({ d, r, width }) => {
const arc = d3
.outerRadius(r + width)
.endAngle((d.percentage / 100) * (Math.PI * 2));
return (
<Label y={-r} x={-10}>
<ArcPath d={arc()} />

A D3 arc generator defines the path shape of our arcs. Inner radius comes from the r prop, outer radius is r+width. Unlike a traditional pie chart, every arc starts at angle zero.

The end angle makes our arcs communicate their value. A percentage of full circle.

Each arc also comes with a label at its start. We position those at the beginning of the arc using the x and y props. Setting their anchor point as end automatically makes them end at that point.

const ArcPath = styled.path`
fill: white;
const Label = styled.text`
fill: white;
text-anchor: end;

Styled components work great for setting pretty much any SVG prop 👌

And the result is a circle arc chart thing. Wonderful.

Real-time WebGL map of all airplanes in the world
Which emails sparked joy – an animated timeline
Created by Swizec with ❤️