Link tags: number



How Florence Nightingale Changed Data Visualization Forever - Scientific American

The design process in action in Victorian England:

Recognizing that few people actually read statistical tables, Nightingale and her team designed graphics to attract attention and engage readers in ways that other media could not. Their diagram designs evolved over two batches of publications, giving them opportunities to react to the efforts of other parties also jockeying for influence. These competitors buried stuffy graphic analysis inside thick books. In contrast, Nightingale packaged her charts in attractive slim folios, integrating diagrams with witty prose. Her charts were accessible and punchy. Instead of building complex arguments that required heavy work from the audience, she focused her narrative lens on specific claims. It was more than data visualization—it was data storytelling.

Can you count on what you measure? | Clearleft

One of my favourite episodes of the Clearleft podcast is on measuring design. This post from Chris is a complements that episode in a sensible and practical style.

What gets measured gets done. You are what you measure. Measurement eliminates argument. If you work in an environment that puts store in these oft-quoted business adages then I urge you to take a moment to challenge your calculations. Let’s review our metrics to ensure they can stand up and be counted.

The baseline for web development in 2022

A thoroughly researched look at what our baseline criteria should be for making websites today:

The baseline for web development in 2022 is:

  • low-spec Android devices in terms of performance,
  • Safari from two years before in terms of Web Standards,
  • and 4G in terms of networks.

The web in general is not answering those needs properly, especially in terms of performance where factors such as an over-dependence on JavaScript are hindering our sites’ performance.

It’s somewhat damning to Safari to see it as a baseline browser, but with Internet Explorer out of the picture, something has to be the lowest common denominator. In this case, Safari is quite literally the new IE.

Jacques Corby-Tuech - Marketers are Addicted to Bad Data

We’ve got click rates, impressions, conversion rates, open rates, ROAS, pageviews, bounces rates, ROI, CPM, CPC, impression share, average position, sessions, channels, landing pages, KPI after never ending KPI.

That’d be fine if all this shit meant something and we knew how to interpret it. But it doesn’t and we don’t.

The reality is much simpler, and therefore much more complex. Most of us don’t understand how data is collected, how these mechanisms work and most importantly where and how they don’t work.

Email Tracking and Paperless Banking – Dan Q

Even if you can somehow justify using tracking technologies (which don’t work reliably) to make general, statistical decisions (“fewer people open our emails when the subject contains the word ‘overdraft’!”), you can’t make individual decisions based on them. That’s just wrong.

On User Tracking and Industry Standards on Privacy | CSS-Tricks

Prompted by my post on tracking, Chris does some soul searching about his own use of tracking.

I’m interested not just in the ethical concerns and my long-time complacency with industry norms, but also as someone who very literally sells advertising.

He brings up the point that advertisers expect to know how many people opened a particular email and how many people clicked on a particular link. I’m sure that’s right, but it’s also beside the point: what matters is how the receiver of the email feels about having that information tracked. If they haven’t given you permission to do it, you can’t just assume they’re okay with it.

Podcast Notes: “Measuring Design” by Clearleft - Jim Nielsen’s Blog

Well, this is just wonderful! Jim has written copious notes after listening to my favourite episode of season three of the Clearleft podcast, measuring design:

I’m going to have to try really, really hard to not just copy/paste the entire transcript of this podcast. It‘s that good. Don’t miss it.

The impoverished language of business | Clearleft

A good post by Andy on “the language of business,” which is most cases turns out to be numbers, numbers, numbers.

While it seems reasonable and fair to expect a modicum of self-awareness of why you’re employed and what business value you drive in the the context of the work you do, sometimes the incessant self-flagellation required to justify and explain this to those who hired you may be a clue to a much deeper and more troubling question at the heart of the organisation you work for.

This pairs nicely with the Clearleft podcast episode on measuring design.

My Challenge to the Web Performance Community — Philip Walton

I’ve noticed a trend in recent years—a trend that I’ve admittedly been part of myself—where performance-minded developers will rebuild a site and then post a screenshot of their Lighthouse score on social media to show off how fast it is.

Mea culpa! I should post my CrUX reports too.

But I’m going to respectfully decline Phil’s advice to use any of the RUM analytics providers he recommends that require me to put another script element on my site. One third-party script is one third-party script too many.

A/A Testing: How I increased conversions 300% by doing absolutely nothing

An oldie but a goodie. If you think you’re getting statistically significant results from A/B testing, you should probably consider doing some A/A testing.

In an A/A test, you run a test using the exact same options for both “variants” in your test.

Global performance insights for your site | Lighthouse Metrics

I hadn’t come across this before—run Lighthouse tests on your pages from six different locations around the world at once.

1loc | Favorite JavaScript single line of code

This is very handy indeed! Quick one-line JavaScript helpers categorised by type.

And, no, you don’t need to npm install any of these. Try “vendoring” them instead (that’s copying and pasting to you and me).

The Right Number

The Right Number is a gentle, noncommercial space where your only job is to be yourself. Upon dialing you’ll be connected to a voicemail box and given a brief prompt. You have three minutes to answer however you’d like.

Web Almanac 2020

I spent most of the weekend reading through this and I’ve still barely scratched the surface—a lot of work has gone to the analyses and write-ups!

The sections on accessibility and performance get grimmer each year but the raw numbers on framework adaption are refreshingly perspective-setting.

The Core Web Vitals hype train

Goodhart’s Law applied to Google’s core web vitals:

If developers start to focus solely on Core Web Vitals because it is important for SEO, then some folks will undoubtedly try to game the system.

Personally, my beef with core web vitals is that they introduce even more uneccessary initialisms (see, for example, Harry’s recent post where he uses CWV metrics like LCP, FID, and CLS—alongside TTFB and SI—to look at PLPs, PDPs, and SRPs. I mean, WTF?).

Why I hate the log graph, and you should too - Geek in Sydney

I must admit I’ve been wincing a little every time I see a graph with a logarithmic scale in a news article about COVID-19. It takes quite a bit of cognitive work to translate to a linear scale and get the real story.

Why the GOV.UK Design System team changed the input type for numbers - Technology in government

Some solid research here. Turns out that using input type=”text” inputmode=”numeric” pattern="[0-9]*" is probably a better bet than using input type="number".


This is so useful! Get instant results from Google’s Chrome User Experience Report without having to wait (or pay) for BigQuery.

Here’s an example of my site’s metrics over the last few months, complete with nice charts.

The Map of Mathematics | Quanta Magazine

An absolutely gorgeous piece of hypermedia!

Data visualisations and interactive widgets enliven this maze of mathematics. Dig deep—you may just uncover the secret passages that join these concepts together.