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MTG card similarity engine: Card Codex (cardcodex.com)

submitted 1 year ago by DakraMystic@mtgzone.com to c/mtg@mtgzone.com

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I use this site sometimes to find cards that are similar to one another. It's automated so the comparisons don't always fulfill the same role but it's usefully different from lists that are curated by hand like https://www.mythicspoiler.com/. mtgassist.com has a similar feature but I prefer the results from Card Codex.

Compare the results from these two links

https://cardcodex.com/?card=Urborg%2C+Tomb+of+Yawgmoth#search

https://www.mtgassist.com/cards/From-the-Vault-Realms/Urborg-Tomb-of-Yawgmoth/

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[–] DakraMystic@mtgzone.com 1 points 1 year ago

That's exactly correct. The similarity model basically ranks the importance of keywords based on how rare they are in the entire body of text. So for Counterspell "target" is pretty much irrelevant because so many things target but "counter" and "spell" are significant because they're rarer. Then it more or less quantifies the similarity of any two cards by how frequently they use these important keywords.