Keymap optimization: language statistics and important indicators

Figure 1: Oh yeah, I meant it when I said obscure... There’s no doubt that mechanical keyboard switches have gotten increasingly better in their stock forms over the past half decade of releases. Despite switches now having tighter manufacturing tolerances, smoother factory lubing, and overall higher quality per dollar spent, aftermarket modifications of switches is still one of the most discussed topics by people freshly joining the hobby today. This hyper fixation on switch modding is due in no small part to the glut of keyboard content creators that produced videos, shorts, and all manner of content during the peak of COVID talking about the art and science behind lubing and filming for switches. For a while there, it almost seemed as if you had to have some content about lubing, filming, and/or ‘frankenswitching’ switches if you wanted to cut it as being a true keyboard content creator in the space. However, as people like this have flooded the internet with...

That would be a cool shop to go to in a mall. In some of my past posts and reviews I’ve written there have been requests to walk through my own process for building a keyboard for myself. I’m fortunate in that I get to build many keyboards. I haven’t logged every single keyboard that I’ve built, that would have been great, but hindsight is 20/20. The vast majority of the builds that I do are for other hobbyists. I built a small name for myself doing commissions and build services specializing in leveraging my extensive knowledge of the hobby to help acquire unique boards, make recommendations in build materials, and providing a truly personalized board for those who might not have known much about mechanical keyboards before reaching out to me. I started doing this service back in 2018, and now, being a dad, husband and full time IT specialist, I tend to only accept a couple commissions at a time. I’ve got my own backlog of boards, my collection seems to continually grow, and I...

If you watched Star Wars for the first time, without seeing images of the Empire’s perfectly spaced thousands of goose-stepping minions in spotless white-lacquered armor. If you didn’t see the fleets of black and grey tie-fighters, the immaculately designed star cruisers, the evil moon-shaped flagship… you wouldn’t know that the rebels were rebels. After all, rebels don’t look like rebels if they don’t have something to contrast them against. They just look like normal people. That’s probably why when you see Luke Skywalker, Han Solo or Finn (all rebels) dressed in stormtrooper garb, they somehow seem even more rebellious then they were before. It’s not what they’re wearing, it’s how they wear it. Dirty, scuffed, broken. Helmet missing or askew. An out of place, beat up weapon slung diagonally across their body. It’s the simple act of defacing the uniform that identifies them in our mind as counter-cultural. Funnily enough, it works in reverse. To the dismay of...

Welcome back to this series where we’re designing kick-ass keymaps! After covering basics like how good/bad QWERTY is, the power of layers and the potential of custom keymaps, we took the first real steps in designing your tailor-fit keymap by looking into some options for compiling a corpus in general and also with a more useful personal corpus in mind. Quick recap: in this context, corpus is simply a fancy name for a big chunk of text. Today, we’re going to analyze your corpus (or pretty much any text if you haven't done your homework yet) and discuss some basic language statistics along with common metrics that can be used to quickly evaluate a keymap, and also to compare layouts. This is the next logical step in our journey if you're aiming to craft the optimal keymap for yourself. Character/bigram/trigram frequencies To begin with, let's examine the character frequencies in our corpus. The occurrence of different letters can vary significantly not only between...

Making your keyboard work for you! When shopping for a new keyboard you may have heard that you want to have a keyboard that is compatible with QMK, VIA, or VIAL. These are three different programs that allow you to modify the assigned keys on a keyboard. This is one of the major advantages of using a custom mechanical keyboard and one that I feel is criminally underused. Making small adjustments to your layers can allow you to tune your keyboard to your exact specifications. For example, I always swap the position of left control and caps lock. I’ve always felt that caps lock was a waste of such a valuable space. For those of you that read some of my earlier articles, you’ll know that my first mechanical keyboard was a Happy Hacking Keyboard. As you’ll see later on, my personal layouts are heavily inspired by this keyboard, even going so far as to mapping my backspace to the pipe key on nearly every single physical layout, yes including tenkeyless. Today, I hope you can take away...

I don’t think this is an article. I’m pretty sure it’s the beginning of a book. The "technology" section of every thrift store is a potential treasure trove. Swap meets, estate sales... they're the same. I honestly enjoy sifting through stacks of typewriters, radios, turntables and dusty old keyboards... hunting for treasure. That's what has led me to ask my friends in the hobby a pair of simple but nuanced questions… what’s your dream thrift store find and what’s your holy grail? It turns out, that for many, that’s the same question. For a lot of people in this hobby, finding the perfect board for you happens at some point, and rather than staring at your collection of boards on the wall, or continuing to buy keyboards until your room looks like Wall-E’s trailer… Instead, mature keyboard hobbyists tend to do a number of things: Sell/trade artisan keycaps Purchase keycap sets Sell or trade rare/nice (and sometimes new) keyboards to keep things fresh Most of us haven’t...