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> There might be words missing, if you find any contact me!

What word list are you using? If the "words missing" were obscure ones, I'd get it, but it looks like your list doesn't have "pigs", which falls into the "ultracommon" category.

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I've used a mix of datasets, most of them were full of nonsensical words and those lists were still missing a lot of common words.

Honestly it was surprisingly difficulty to find one good enough.

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Oh, I totally get that.  At some point I came across SCOWL, which was usefully separated into tiers based on how common the words were, but I don't know what its current status is.  You can also take a look at https://www.spreadthewordlist.com/, which is designed to be an open-source list; it's crossword-oriented, so there may be phrases in there, but it might still be a useful starting point (I think it's also a scored list, but I'm not sure).

This seem really helpful, thanks!