About

Credits

First things first: all of the word lists used in this app came from SCOWL (And Friends) and are Copyright 2000-2018 by Kevin Atkinson. Many thanks to the people at SCOWL for what has clearly been a lot of very hard, meticulous work over a long period of time.

SCOWL also provides a web tool to create custom versions of all their lists. I used that tool to create the lists for this app.

Note: the number of words displayed in the Word list dropdown and at the top of the Show Summaries page does not match the number of words that the SCOWL web tool produces for each list. This is because the words that cannot be Spelling Bee words (proper nouns, possessives, hyphenated words, etc.) have been eliminated.

The SCOWL Readme has a lot of information on SCOWL in particular and word lists in general. Clearly these people are the experts on how to build word lists for spellchecking and other word-related things. I included their 12dicts lists to have more lists to play with.

What's Spelling Bee?

If you're not familiar with Spelling Bee, take a look at the Spelling Bee site. Long story short: it's a word game published by the New York Times in which you create words from a set of letters. A new puzzle with a new set of letters appears every day, and it's generally accepted that you have "solved" that day's puzzle by reaching "Genius" level by, well, finding a lot of words. The number of words to "Genius" varies every day.

Through years of playing Spelling Bee, my goal every day was to reach Genius level. But even if you "solve" the puzzle and reach Genius, there are still words left. If you find all the rest, you are crowned Queen Bee!—the highest level.

By the way, much to my chagrin, reaching Genius level does not mean you're a real genius. Queen Bee may not mean you're a genius either, but it certainly does demonstrate that you know a lot of (sometimes obscure) words.

Are you affiliated with the New York Times?

Not in any way whatsoever. I'm just an NYT subscriber and a Spelling Bee solver.

Then why did you create this app?

When I managed to reach Genius level, I was always curious about which words I had not found along the way. Had I just overlooked obvious words, or were there words I simply didn't know? It usually turns out to be a little of both. But beyond curiosity, knowing which words you missed is a good way to learn new words, and useful in getting better at solving future puzzles.

Couldn't you just wait and look at the solution the next day?

I suppose. But where's the fun in that?! While wondering what words I had missed, I started thinking about the software that was used to create the puzzle in the first place. They clearly had some automated way to find all the words for some random set of letters, and a way to decide which words to include in the puzzle and which to leave out.

I had in mind a couple of ways you could accomplish that in software, so I decided to write a word-finder app just for fun to test my ideas.

Warning: Techspeak Ahead — For the technically inclined: the approaches I imagined involved using either regular expressions or Python sets to find words containing certain letters. Both ways work, but I ended up using sets. The code is cleaner—regexes are powerful, but ugly—and sets may be slightly faster, though the speed difference would not be noticeable to an end user.

I see lots of references to "word lists". What's that about?

Before writing a line of code I needed to solve a problem: where was I going to get a good English language dictionary? I was definitely not going to create one myself. Besides, I didn't really need a dictionary—which would have definitions, parts of speech, and a lot of stuff I didn't need. What I did need was a simple list of, I don't know, a few thousand English words. How many thousand? I had no idea, since the official Spelling Bee word list is apparently top secret, marked eyes-only for NYT game poobahs.

Finding an open source word list was harder than I expected.

First Stab

I eventually found a list hiding in a dusty corner of the internet. It contained more than 370,000 English words, and no definitions. Initially, I thought it was exactly what I needed. Spoiler alert: it wasn't. (I won't mention where I got this crappy list, since I don't want to hurt anyone's feelings.)

That uncurated, random list with a bazillion words was full of abbreviations, misspellings, proper nouns, esoteric "words" and all manner of cruft that was of no use whatsover in solving a Spelling Bee puzzle. It worked fine to get started and for initial testing, but once I had a working version, I needed a better word list.

SCOWL to the Rescue

That was when I stumbled upon the SCOWL site, where some very smart people have joined forces to create not just one good English language word list, but several. Primarily for spell-checking software, they have created lists in American, British, Canadian, and other flavors of English. This is what I was looking for. In fact, there are several lists just of American English words.

All those SCOWL lists was an embarrassment of riches that presented a different problem. It wasn't exactly clear which list would work best for my Spelling Bee word-finding.

Curiosity struck again so, being a bit of a word nerd, I created the Show Summaries feature to allow me to compare the various SCOWL lists and to assess how each performed as a source for Spelling Bee words.

Show Summaries

Thus was born the Show Summaries feature. Find Words only searches one list at a time, but Show Summaries searches all of the supported word lists simultaneously and produces a table comparing them, including all the words from all the word lists together in one place.

As a quick aside: Show Summaries is good for comparing the lists, but Find Words may be better for working with a specific puzzle (i.e., finding the words for a given set of letters) since it displays words in a way that mimics how the Spelling Bee hints page and Spelling Bee Buddy display hints: i.e., grouped either by initial letters or by word length.

This is sorta cool, but does anyone care about this stuff besides you?

Probably not. (Except for Spelling Bee players trying to cheat their way to Queen Bee ... Wait. Did I say cheat? I meant hints! Hints is what they need!) But, it's mildly interesting word esoterica, so someone may care for a reason that I wouldn't know. Might as well put it up on the interwebs for my fellow word nerds.

I can't believe you expected me to read this entire page. Definitely TMI.

And yet, here you are at the end. Thanks for reading!