Skip to content
Swizec Teller - a geek with a hatswizec.com

Livecoding #32: A Map of Global Migrations, Part 1

This is a Livecoding Recap – an almost-weekly post about interesting things discovered while livecoding ?. Always under 500 words and with pictures. You can follow my channel, here. New content almost every Sunday at 2pm PDT. There’s live chat, come say hai ?

You know, it's really hard to compete with the Super Bowl. This Sunday must have been the lowest live coding turnout I've ever seen.

A cumulative of 80 people came to see me live, and that makes me happy, and I still don't know how liveedu.tv calculates that. It doesn't matter. It's a number, it's not zero, and that's great.

Thanks to mrmaru for teaching me how to jump to the end of line ($) and beginning of line (0) in Vim. I sure feel dumb for holding the left and right arrow keys for the past 15 years like an idiot. Why didn't I look that up? ?

Together, we talked about not understanding football and built this map:

We're going to make it better next week. I know it doesn't look like much yet.

Our (my?) goal is to build a map of global migrations using the UN dataset I mentioned last week. Initially, I wanted to build one of those cool maps that change country sizes to represent a value. No idea how to do that. Yet.

Instead we're drawing lines. Because I couldn't figure out how to make curves ?

In my defense, I was tired and dying from a cold.

Right now, you're seeing global migrations into Djibouti. Lines connect source migrations to their destination. There's nothing about magnitude yet. That comes next week, and I'd love some suggestions on how to do that. Line thickness smells interesting but would probably look weird.

Oh, and the lines are going to be curved. I think what I'm missing is a third point between the source and destination. Something to give D3's curve curveBasis interpolator a reason to make a curve.

Right now we're rendering the migrations layer as a React component, like this:

const Migrations = ({ topology, projection, data, nameIdMap }) => {
const countries = topojson.feature(topology, topology.objects.countries),
path = d3.geoPath(projection),
centroids = _.fromPairs(countries.features
.map(country => [country.id,
path.centroid(country)]));
return (
<g>
<countrymigrations data={data[10]} nameidmap={nameIdMap} centroids={centroids}>
</countrymigrations></g>
);
};
const CountryMigrations = ({ data, nameIdMap, centroids }) => {
const line = d3.line()
.curve(d3.curveBasis),
destination = centroids[data.id];
console.log(data.name);
const sources = Object.keys(data.sources)
.filter(name => centroids[nameIdMap[name]])
.map(name => centroids[nameIdMap[name]]);
return (
<g>
{sources.map((source, i) => (
<path d="{line([destination," source])}="" style="{{stroke:" 'black',="" strokewidth:="" '1px'}}="" key={`${data.id}-${i}`}>
))}
</path></g>
)
};

The Migrations component builds a dictionary of country centroids, which gives us a cached mapping from country id to country centroid position. We use these as line anchors.

Then we iterate through the list of countries and render CountryMigration components. Well, in theory. There's just one CountryMigration right now, so it's easier to debug.

Each CountryMigration component creates a d3.line generator, compiles a list of sources, then iterates through them and adds path elements for each line. As you can see, this works, but it doesn't make curves because a curve between two points is a straight line.

That sounds stupidly obvious when I say it out loud ?

Join me next week as we curve the curves, add animation to represent migration volume, and maybe some interactivity. Mouseovers could filter countries? Perhaps.

Did you enjoy this article?

Published on February 7th, 2017 in Livecoding, Technical

Learned something new?
Want to become a high value JavaScript expert?

Here's how it works 👇

Leave your email and I'll send you an Interactive Modern JavaScript Cheatsheet 📖right away. After that you'll get thoughtfully written emails every week about React, JavaScript, and your career. Lessons learned over my 20 years in the industry working with companies ranging from tiny startups to Fortune5 behemoths.

Start with an interactive cheatsheet 📖

Then get thoughtful letters 💌 on mindsets, tactics, and technical skills for your career.

"Man, love your simple writing! Yours is the only email I open from marketers and only blog that I give a fuck to read & scroll till the end. And wow always take away lessons with me. Inspiring! And very relatable. 👌"

~ Ashish Kumar

Join over 10,000 engineers just like you already improving their careers with my letters, workshops, courses, and talks. ✌️

Have a burning question that you think I can answer? I don't have all of the answers, but I have some! Hit me up on twitter or book a 30min ama for in-depth help.

Ready to Stop copy pasting D3 examples and create data visualizations of your own?  Learn how to build scalable dataviz components your whole team can understand with React for Data Visualization

Curious about Serverless and the modern backend? Check out Serverless Handbook, modern backend for the frontend engineer.

Ready to learn how it all fits together and build a modern webapp from scratch? Learn how to launch a webapp and make your first 💰 on the side with ServerlessReact.Dev

Want to brush up on your modern JavaScript syntax? Check out my interactive cheatsheet: es6cheatsheet.com

By the way, just in case no one has told you it yet today: I love and appreciate you for who you are ❤️