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Magic Data Science

@mtgds.bsky.social

Doing math with Magic; doing Magic with math. (Chromatic Lantern; Julie Dillon)

2,897 Followers  |  91 Following  |  2,032 Posts  |  Joined: 18.08.2023  |  1.9911

Latest posts by mtgds.bsky.social on Bluesky

Thanks to everyone who participated! If you haven't already, now would be a great time to get your submissions in for the Avatar: The Last Airbender #P0P1 Challenge:

bsky.app/profile/mtgd...

14.11.2025 02:31 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I *just barely* missed the top 29; finishing 30th. But against such stiff competition, I won't hang my head.

This was an interesting experiment. The dominance of RW made GIHWR a less-useful guide indicator of card strength, but predicting archetypes is part of the game, too.

14.11.2025 02:31 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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In a respectable second place, with 464.2 points, was rocketmanmtg, followed by
@rrrn22 at 463.1 -- and then several others close behind!

Here is how the rest of the competitors finished out:

14.11.2025 02:31 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

dipples, with 465.6 points, can now display this trophy text:

๐–๐ข๐ง๐ง๐ž๐ซ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐€๐ซ๐ž๐ง๐š ๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐‚๐ฎ๐›๐ž #๐๐ŸŽ๐๐Ÿ ๐‚๐ก๐š๐ฅ๐ฅ๐ž๐ง๐ ๐ž๐Ÿ†

No matter what happens, you will always be the winner of the EOE P0P1 Challenge, and no one can take that away from you

14.11.2025 02:31 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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๐Ÿ“ฏI am pleased to announce the winner of the first-ever Arena Powered Cube #P0P1 Challenge:

๐ŸŽ‡dipples! ๐ŸŽ†

Going deep on RW (Gut, Bolt, Helix, Oust) and leaning on Black Lotus were keys to a sizeable victory!

14.11.2025 02:31 โ€” ๐Ÿ‘ 7    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
13.11.2025 20:29 โ€” ๐Ÿ‘ 9    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Art imitates life imitates art

13.11.2025 20:11 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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What mechanics or concepts from other games most inspired your Magic designs?

What traits/skills did you see in early-career designers that most predicted future success?

13.11.2025 13:43 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I'm sensing a lot of enthusiasm for this set... Throw your hat into the ring!

13.11.2025 03:00 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image 12.11.2025 20:08 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Not yet, but ๐Ÿ”œ

12.11.2025 13:35 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

"Official" "rules" in are in this post๐Ÿ‘‡
mtgds.wordpress.com/2023/11/08/p...

Past winners of the #P0P1 Challenge have gone on to do amazing things -- here's your chance to join their ranks!

11.11.2025 00:03 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

...there is a convenient form you can fill out to enter!
forms.gle/bFhCH4u5hj2Z...

Take a couple days to think about your picks, and submit them before the format goes live on Arena.

Feel free to post your picks publicly if you want, and tell all your friends to enter!

11.11.2025 00:03 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Think you know Limited?

It's time for the Avatar: The Last Airbender #๐๐ŸŽ๐๐Ÿ ๐‚๐ก๐š๐ฅ๐ฅ๐ž๐ง๐ ๐ž!

Pick 8 cards (1 common of each color, 2 of any other common, and 1 #2CUDS), with the goal of maximizing their collective GIH Win Rate on @17lands.bsky.social.

details๐Ÿ‘‡, and again...

11.11.2025 00:03 โ€” ๐Ÿ‘ 11    ๐Ÿ” 5    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2

...most to least important in shaping the evolution of the various formats, as well as how cards are designed for them.

But it's possible I got the order slightly wrong, or forgot something entirely!

10.11.2025 19:40 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

...can replay multiple times
2. Color identity restrictions
3. The norm of non-competitiveness
4. 4 players versus 2
5. Singleton restriction
6. 40 starting life versus 20
7. 100 cards exactly, versus 60+
8. "Commander damage"
9. No sideboard

I think those are in order of...

10.11.2025 19:40 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Listening to @maro254.bsky.social's latest DtW got me thinking about my
๐“๐จ๐ฉ ๐ƒ๐ข๐ฌ๐ญ๐ข๐ง๐œ๐ญ๐ข๐จ๐ง๐ฌ ๐ญ๐ก๐š๐ญ ๐ƒ๐ซ๐ข๐ฏ๐ž ๐ƒ๐ข๐Ÿ๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž๐ฌ
between Commander and "normal" 60-card constructed:

1. Guaranteed access in your "opening hand" to one specific card, which you...

10.11.2025 19:40 โ€” ๐Ÿ‘ 10    ๐Ÿ” 1    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Phyrexian! ๐Ÿคฌ

10.11.2025 18:11 โ€” ๐Ÿ‘ 7    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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...and that you can pay for the Unearth with this Swamp, which appears to depict a Physician Negator?

10.11.2025 18:08 โ€” ๐Ÿ‘ 12    ๐Ÿ” 0    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 0
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Have you ever noticed that this illustration for Unearth depicts a Physician Negator (which just happens to cost 3)?

10.11.2025 18:08 โ€” ๐Ÿ‘ 17    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1

Classic problem dealing with multiverses: with a sufficiently large number of parallel universes, hash collisions will occur even for IDs based on random 6-digit numbers.

10.11.2025 15:52 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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6. Yuyan Archers -- another clean card, but this is a long shot (pun intended?)

09.11.2025 19:18 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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3. Iguana Parrot -- another clean card; 3 keywords. 2U flyer is a very competitive "slot" though
4. Callous Inspector -- just hits a lot of archetypes (aggro, sacrifice, artifacts) for cheap
5. Rumble Arena -- I love these lands with combat keywords; I can't help it!
...

09.11.2025 19:18 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Cards I'm testing in the Pauper portion of my "Parliamentary Cube", from TLA/TLE, in approximate order of my guess at the likelihood of their sticking around:

1. Wolf Cove Villager -- should have been printed years ago
2. Warship Scout -- clean card; does what Red wants to do...

09.11.2025 19:18 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Y'all, these two cards desperately need to be reprinted.

$3+? In this economy?

Kitchen tables everywhere demand relief.

07.11.2025 17:46 โ€” ๐Ÿ‘ 14    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Finally, a reason to run Islands

07.11.2025 16:09 โ€” ๐Ÿ‘ 21    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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I haven't seen this one yet -- this should be a *very* good Limited card.

07.11.2025 11:41 โ€” ๐Ÿ‘ 11    ๐Ÿ” 0    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0
Post image 07.11.2025 02:33 โ€” ๐Ÿ‘ 7    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Another one! Wish there were more, but I'll take the ones we get ๐Ÿ˜

06.11.2025 16:34 โ€” ๐Ÿ‘ 9    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

@mtgds is following 20 prominent accounts