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Frightshroud Courier You may choose not to untap Frightshroud Courier during your untap step. {2}{B}, {T}: Target Zombie creature gets +2/+2 and has fear for as long as Frightshroud Courier remains tapped. (It can't be blocked except by artifact creatures and/or black creatures.)
[ 1, 0, 0, 0, 0 ]
Thrill-Kill Assassin Deathtouch Unleash (You may have this creature enter the battlefield with a +1/+1 counter on it. It can't block as long as it has a +1/+1 counter on it.)
[ 1, 0, 0, 0, 0 ]
Sealed Fate Look at the top X cards of target opponent's library. Exile one of those cards and put the rest back on top of that player's library in any order.
[ 1, 0, 0, 1, 0 ]
Martyred Rusalka {W}, Sacrifice a creature: Target creature can't attack this turn.
[ 0, 0, 0, 0, 1 ]
Triumph of Saint Katherine Lifelink Praesidium Protectiva — When Triumph of Saint Katherine is put into your graveyard from the battlefield, exile it and the top six cards of your library in a face-down pile. If you do, shuffle that pile and put it back on top of your library. Miracle {1}{W} (You may cast this card for its miracle cost when you draw it if it's the first card you drew this turn.)
[ 0, 0, 0, 0, 1 ]
Pavel Maliki {B}{R}: Pavel Maliki gets +1/+0 until end of turn.
[ 1, 0, 1, 0, 0 ]
Akoum Warrior // Akoum Teeth Trample
[ 0, 0, 1, 0, 0 ]
Skyshroud Condor Cast this spell only if you've cast another spell this turn. Flying
[ 0, 0, 0, 1, 0 ]
Harbinger of the Hunt Flying {2}{R}: Harbinger of the Hunt deals 1 damage to each creature without flying. {2}{G}: Harbinger of the Hunt deals 1 damage to each other creature with flying.
[ 0, 1, 1, 0, 0 ]
Quest for Pure Flame Whenever a source you control deals damage to an opponent, you may put a quest counter on Quest for Pure Flame. Remove four quest counters from Quest for Pure Flame and sacrifice it: If any source you control would deal damage to a permanent or player this turn, it deals double that damage to that permanent or player instead.
[ 0, 0, 1, 0, 0 ]
Sabertooth Nishoba Trample, protection from blue and from red
[ 0, 1, 0, 0, 1 ]
Subcontract A person outside the game looks at target opponent's hand and chooses a nonland card from it. That player discards that card.
[ 1, 0, 0, 0, 0 ]
Brago's Representative While voting, you get an additional vote. (The votes can be for different choices or for the same choice.)
[ 0, 0, 0, 0, 1 ]
Kithkin Rabble Vigilance Kithkin Rabble's power and toughness are each equal to the number of white permanents you control.
[ 0, 0, 0, 0, 1 ]
Alley Strangler Menace
[ 1, 0, 0, 0, 0 ]
Stonebrow, Krosan Hero Trample Whenever a creature you control with trample attacks, it gets +2/+2 until end of turn.
[ 0, 1, 1, 0, 0 ]
Josu Vess, Lich Knight Kicker {5}{B} (You may pay an additional {5}{B} as you cast this spell.) Menace When Josu Vess, Lich Knight enters the battlefield, if it was kicked, create eight 2/2 black Zombie Knight creature tokens with menace.
[ 1, 0, 0, 0, 0 ]
Cram Session You gain 4 life. Learn. (You may reveal a Lesson card you own from outside the game and put it into your hand, or discard a card to draw a card.)
[ 1, 1, 0, 0, 0 ]
Dúnedain Blade Equipped creature gets +2/+1. Equip Human {1} Equip {3} ({3}: Attach to target creature you control. Equip only as a sorcery.)
[ 0, 0, 0, 0, 1 ]
Thalakos Drifters Discard a card: Thalakos Drifters gains shadow until end of turn. (It can block or be blocked by only creatures with shadow.)
[ 0, 0, 0, 1, 0 ]
Moldgraf Monstrosity Trample When Moldgraf Monstrosity dies, exile it, then return two creature cards at random from your graveyard to the battlefield.
[ 0, 1, 0, 0, 0 ]
Shapeshifter As Shapeshifter enters the battlefield, choose a number between 0 and 7. At the beginning of your upkeep, you may choose a number between 0 and 7. Shapeshifter's power is equal to the last chosen number and its toughness is equal to 7 minus that number.
[ 0, 0, 0, 0, 0 ]
Urza's Blueprints Echo {6} (At the beginning of your upkeep, if this came under your control since the beginning of your last upkeep, sacrifice it unless you pay its echo cost.) {T}: Draw a card.
[ 0, 0, 0, 0, 0 ]
Razor Swine First strike Infect (This creature deals damage to creatures in the form of -1/-1 counters and to players in the form of poison counters.)
[ 0, 0, 1, 0, 0 ]
Tiller of Flesh Whenever you cast a spell that targets one or more permanents, incubate 2. (Create an Incubator token with two +1/+1 counters on it and "{2}: Transform this artifact." It transforms into a 0/0 Phyrexian artifact creature.)
[ 0, 0, 0, 0, 1 ]
Skyshroud Vampire Flying Discard a creature card: Skyshroud Vampire gets +2/+2 until end of turn.
[ 1, 0, 0, 0, 0 ]
Virulent Swipe Target creature gets +2/+0 and gains deathtouch until end of turn. Rebound (If you cast this spell from your hand, exile it as it resolves. At the beginning of your next upkeep, you may cast this card from exile without paying its mana cost.)
[ 1, 0, 0, 0, 0 ]
Chandra, Heart of Fire [+1]: Discard your hand, then exile the top three cards of your library. Until end of turn, you may play cards exiled this way. [+1]: Chandra, Heart of Fire deals 2 damage to any target. [−9]: Search your graveyard and library for any number of red instant and/or sorcery cards, exile them, then shuffle. You may cast them this turn. Add six {R}.
[ 0, 0, 1, 0, 0 ]
Erebos's Emissary Bestow {5}{B} (If you cast this card for its bestow cost, it's an Aura spell with enchant creature. It becomes a creature again if it's not attached to a creature.) Discard a creature card: Erebos's Emissary gets +2/+2 until end of turn. If Erebos's Emissary is an Aura, enchanted creature gets +2/+2 until end of turn instead. Enchanted creature gets +3/+3.
[ 1, 0, 0, 0, 0 ]
Radiant Flames Converge — Radiant Flames deals X damage to each creature, where X is the number of colors of mana spent to cast this spell.
[ 0, 0, 1, 0, 0 ]
Starnheim Unleashed Create a 4/4 white Angel Warrior creature token with flying and vigilance. If this spell was foretold, create X of those tokens instead. Foretell {X}{X}{W} (During your turn, you may pay {2} and exile this card from your hand face down. Cast it on a later turn for its foretell cost.)
[ 0, 0, 0, 0, 1 ]
Shipwreck Sifters When Shipwreck Sifters enters the battlefield, draw a card, then discard a card. Whenever you discard a Spirit card or a card with disturb, put a +1/+1 counter on Shipwreck Sifters.
[ 0, 0, 0, 1, 0 ]
Kozilek, Butcher of Truth When you cast this spell, draw four cards. Annihilator 4 (Whenever this creature attacks, defending player sacrifices four permanents.) When Kozilek, Butcher of Truth is put into a graveyard from anywhere, its owner shuffles their graveyard into their library.
[ 0, 0, 0, 0, 0 ]
Maelstrom Archangel Flying Whenever Maelstrom Archangel deals combat damage to a player, you may cast a spell from your hand without paying its mana cost.
[ 1, 1, 1, 1, 1 ]
Malevolent Witchkite Flying When Malevolent Witchkite enters the battlefield, sacrifice any number of artifacts, enchantments, and/or tokens, then draw that many cards.
[ 1, 0, 0, 0, 0 ]
Time to Reflect Exile target creature that blocked or was blocked by a Zombie this turn.
[ 0, 0, 0, 0, 1 ]
Arashi, the Sky Asunder {X}{G}, {T}: Arashi, the Sky Asunder deals X damage to target creature with flying. Channel — {X}{G}{G}, Discard Arashi: Arashi deals X damage to each creature with flying.
[ 0, 1, 0, 0, 0 ]
Currency Converter Whenever you discard a card, you may exile that card from your graveyard. {2}, {T}: Draw a card, then discard a card. {T}: Put a card exiled with Currency Converter into your graveyard. If it's a land card, create a Treasure token. If it's a nonland card, create a 2/2 black Rogue creature token.
[ 0, 0, 0, 0, 0 ]
Mavren Fein, Dusk Apostle Whenever one or more nontoken Vampires you control attack, create a 1/1 white Vampire creature token with lifelink.
[ 0, 0, 0, 0, 1 ]
Spire Phantasm Reveal Spire Phantasm as you draft it. The next time a player drafts a card from this booster pack, guess that card's name. Then that player reveals the drafted card. Flying When Spire Phantasm enters the battlefield, if you guessed correctly for a card named Spire Phantasm, draw a card.
[ 0, 0, 0, 1, 0 ]
Kami of Mourning Whenever Kami of Mourning enters the battlefield, target creature you control or creature card in your graveyard perpetually gains "Whenever a creature you control with greater mana value than this card dies, return this card from your graveyard to the battlefield tapped."
[ 1, 0, 0, 0, 0 ]
Immobilizing Ink Enchant creature Enchanted creature doesn't untap during its controller's untap step. Enchanted creature has "{1}, Discard a card: Untap this creature."
[ 0, 0, 0, 1, 0 ]
Prescient Chimera Flying Whenever you cast an instant or sorcery spell, scry 1. (Look at the top card of your library. You may put that card on the bottom of your library.)
[ 0, 0, 0, 1, 0 ]
Kiyomaro, First to Stand Kiyomaro, First to Stand's power and toughness are each equal to the number of cards in your hand. As long as you have four or more cards in hand, Kiyomaro has vigilance. Whenever Kiyomaro deals damage, if you have seven or more cards in hand, you gain 7 life.
[ 0, 0, 0, 0, 1 ]
Bookwurm Trample When Bookwurm enters the battlefield, you gain 3 life and draw a card. {2}{G}: Put Bookwurm from your graveyard into your library third from the top.
[ 0, 1, 0, 0, 0 ]
Time Sieve {T}, Sacrifice five artifacts: Take an extra turn after this one.
[ 1, 0, 0, 1, 0 ]
Scrib Nibblers {T}: Exile the top card of target player's library. If it's a land card, you gain 1 life. Landfall — Whenever a land enters the battlefield under your control, you may untap Scrib Nibblers.
[ 1, 0, 0, 0, 0 ]
Karlov of the Ghost Council Whenever you gain life, put two +1/+1 counters on Karlov of the Ghost Council. {W}{B}, Remove six +1/+1 counters from Karlov of the Ghost Council: Exile target creature.
[ 1, 0, 0, 0, 1 ]
Deathknell Kami Flying {2}: Deathknell Kami gets +1/+1 until end of turn. Sacrifice it at the beginning of the next end step. Soulshift 1 (When this creature dies, you may return target Spirit card with mana value 1 or less from your graveyard to your hand.)
[ 1, 0, 0, 0, 0 ]
Sphinx of Clear Skies Flying, ward {2} Domain — Whenever Sphinx of Clear Skies deals combat damage to a player, reveal the top X cards of your library, where X is the number of basic land types among lands you control. An opponent separates those cards into two piles. Put one pile into your hand and the other into your graveyard. (Piles can be empty.)
[ 0, 0, 0, 1, 0 ]
Éowyn, Shieldmaiden First strike At the beginning of combat on your turn, if another Human entered the battlefield under your control this turn, create two 2/2 red Human Knight creature tokens with trample and haste. Then if you control six or more Humans, draw a card.
[ 0, 0, 1, 1, 1 ]
Plated Geopede First strike Landfall — Whenever a land enters the battlefield under your control, Plated Geopede gets +2/+2 until end of turn.
[ 0, 0, 1, 0, 0 ]
Atog Sacrifice an artifact: Atog gets +2/+2 until end of turn.
[ 0, 0, 1, 0, 0 ]
Thallid Devourer At the beginning of your upkeep, put a spore counter on Thallid Devourer. Remove three spore counters from Thallid Devourer: Create a 1/1 green Saproling creature token. Sacrifice a Saproling: Thallid Devourer gets +1/+2 until end of turn.
[ 0, 1, 0, 0, 0 ]
Cockatrice Flying Whenever Cockatrice blocks or becomes blocked by a non-Wall creature, destroy that creature at end of combat.
[ 0, 1, 0, 0, 0 ]
Selesnya Eulogist {2}{G}: Exile target creature card from a graveyard, then populate. (Create a token that's a copy of a creature token you control.)
[ 0, 1, 0, 0, 0 ]
Necrotic Ooze As long as Necrotic Ooze is on the battlefield, it has all activated abilities of all creature cards in all graveyards.
[ 1, 0, 0, 0, 0 ]
Chapel Geist Flying
[ 0, 0, 0, 0, 1 ]
Goblin Patrol Echo {R} (At the beginning of your upkeep, if this came under your control since the beginning of your last upkeep, sacrifice it unless you pay its echo cost.)
[ 0, 0, 1, 0, 0 ]
Shipbreaker Kraken {6}{U}{U}: Monstrosity 4. (If this creature isn't monstrous, put four +1/+1 counters on it and it becomes monstrous.) When Shipbreaker Kraken becomes monstrous, tap up to four target creatures. Those creatures don't untap during their controllers' untap steps for as long as you control Shipbreaker Kraken.
[ 0, 0, 0, 1, 0 ]
Boartusk Liege Trample Other red creatures you control get +1/+1. Other green creatures you control get +1/+1.
[ 0, 1, 1, 0, 0 ]
Ion Storm {1}{R}, Remove a +1/+1 counter or a charge counter from a permanent you control: Ion Storm deals 2 damage to any target.
[ 0, 0, 1, 0, 0 ]
Metropolis Angel Flying Whenever you attack with one or more creatures with counters on them, draw a card.
[ 0, 0, 0, 1, 1 ]
Stronghold Machinist {U}{U}, {T}, Discard a card: Counter target noncreature spell.
[ 0, 0, 0, 1, 0 ]
Mass Mutiny For each opponent, gain control of up to one target creature that player controls until end of turn. Untap those creatures. They gain haste until end of turn.
[ 0, 0, 1, 0, 0 ]
Hungry Mist At the beginning of your upkeep, sacrifice Hungry Mist unless you pay {G}{G}.
[ 0, 1, 0, 0, 0 ]
Vithian Renegades When Vithian Renegades enters the battlefield, destroy target artifact.
[ 0, 1, 1, 0, 0 ]
Healer of the Pride Whenever another creature enters the battlefield under your control, you gain 2 life.
[ 0, 0, 0, 0, 1 ]
Ardenn, Intrepid Archaeologist At the beginning of combat on your turn, you may attach any number of Auras and Equipment you control to target permanent or player. Partner (You can have two commanders if both have partner.)
[ 0, 0, 0, 0, 1 ]
Linessa, Zephyr Mage {X}{U}{U}, {T}: Return target creature with mana value X to its owner's hand. Grandeur — Discard another card named Linessa, Zephyr Mage: Target player returns a creature they control to its owner's hand, then repeats this process for an artifact, an enchantment, and a land.
[ 0, 0, 0, 1, 0 ]
Candlegrove Witch Coven — At the beginning of combat on your turn, if you control three or more creatures with different powers, Candlegrove Witch gains flying until end of turn.
[ 0, 0, 0, 0, 1 ]
Nebelgast Herald Flash (You may cast this spell any time you could cast an instant.) Flying Whenever Nebelgast Herald or another Spirit enters the battlefield under your control, tap target creature an opponent controls.
[ 0, 0, 0, 1, 0 ]
Tidebinder Mage When Tidebinder Mage enters the battlefield, tap target red or green creature an opponent controls. That creature doesn't untap during its controller's untap step for as long as you control Tidebinder Mage.
[ 0, 0, 0, 1, 0 ]
Cerulean Sphinx Flying {U}: Cerulean Sphinx's owner shuffles it into their library.
[ 0, 0, 0, 1, 0 ]
Regenerations Restored Vanishing 12 (This enchantment enters the battlefield with twelve time counters on it. At the beginning of your upkeep, remove a time counter from it. When the last is removed, sacrifice it.) Whenever one or more time counters are removed from Regenerations Restored, scry 1 and you gain 1 life. Then if Regenerations Restored has no time counters on it, exile it. When you do, take an extra turn after this one.
[ 0, 0, 0, 1, 1 ]
Mageta the Lion {2}{W}{W}, {T}, Discard two cards: Destroy all creatures except for Mageta the Lion. Those creatures can't be regenerated.
[ 0, 0, 0, 0, 1 ]
Erhnam Djinn At the beginning of your upkeep, target non-Wall creature an opponent controls gains forestwalk until your next upkeep. (It can't be blocked as long as defending player controls a Forest.)
[ 0, 1, 0, 0, 0 ]
Forest ({T}: Add {G}.)
[ 0, 1, 0, 0, 0 ]
Avatar of Woe If there are ten or more creature cards total in all graveyards, this spell costs {6} less to cast. Fear (This creature can't be blocked except by artifact creatures and/or black creatures.) {T}: Destroy target creature. It can't be regenerated.
[ 1, 0, 0, 0, 0 ]
Fiendlash Equipped creature gets +2/+0 and has reach. Whenever equipped creature is dealt damage, it deals damage equal to its power to target player or planeswalker. Equip {2}{R}
[ 0, 0, 1, 0, 0 ]
Urgoros, the Empty One Flying Whenever Urgoros, the Empty One deals combat damage to a player, that player discards a card at random. If the player can't, you draw a card.
[ 1, 0, 0, 0, 0 ]
Isolation at Orthanc Put target creature into its owner's library second from the top.
[ 0, 0, 0, 1, 0 ]
Leery Fogbeast Whenever Leery Fogbeast becomes blocked, prevent all combat damage that would be dealt this turn.
[ 0, 1, 0, 0, 0 ]
Destructive Tampering Choose one — • Destroy target artifact. • Creatures without flying can't block this turn.
[ 0, 0, 1, 0, 0 ]
Militia Rallier Militia Rallier can't attack alone. Whenever Militia Rallier attacks, untap target creature.
[ 0, 0, 0, 0, 1 ]
Knight Paladin Trample Rapid-fire Battle Cannon — When Knight Paladin enters the battlefield, it deals 4 damage to each opponent. Crew 1 (Tap any number of creatures you control with total power 1 or more: This Vehicle becomes an artifact creature until end of turn.)
[ 0, 0, 0, 0, 0 ]
Echoing Boon Hidden agenda (Start the game with this conspiracy face down in the command zone and secretly choose a card name. You may turn this conspiracy face up any time and reveal that name.) Whenever you cast an instant or sorcery spell, if it targets a creature you control with the chosen name, you may copy that spell and may choose new targets for the copy.
[ 0, 0, 0, 0, 0 ]
Warrior en-Kor {0}: The next 1 damage that would be dealt to Warrior en-Kor this turn is dealt to target creature you control instead.
[ 0, 0, 0, 0, 1 ]
Retether Return each Aura card from your graveyard to the battlefield. Only creatures can be enchanted this way. (Aura cards that can't enchant a creature on the battlefield remain in your graveyard.)
[ 0, 0, 0, 0, 1 ]
Redcap Gutter-Dweller Menace When Redcap Gutter-Dweller enters the battlefield, create two 1/1 black Rat creature tokens with "This creature can't block." At the beginning of your upkeep, you may sacrifice another creature. If you do, put a +1/+1 counter on Redcap Gutter-Dweller and exile the top card of your library. You may play that card this turn.
[ 0, 0, 1, 0, 0 ]
Corrupted Zendikon Enchant land Enchanted land is a 3/3 black Ooze creature. It's still a land. When enchanted land dies, return that card to its owner's hand.
[ 1, 0, 0, 0, 0 ]
Urge to Feed Target creature gets -3/-3 until end of turn. You may tap any number of untapped Vampire creatures you control. If you do, put a +1/+1 counter on each of those Vampires.
[ 1, 0, 0, 0, 0 ]
Sun Droplet Whenever you're dealt damage, put that many charge counters on Sun Droplet. At the beginning of each upkeep, you may remove a charge counter from Sun Droplet. If you do, you gain 1 life.
[ 0, 0, 0, 0, 0 ]
Ascending Aven Flying Ascending Aven can block only creatures with flying. Morph {2}{U} (You may cast this card face down as a 2/2 creature for {3}. Turn it face up any time for its morph cost.)
[ 0, 0, 0, 1, 0 ]
Onyx Goblet {T}: Target player loses 1 life.
[ 1, 0, 0, 0, 0 ]
Orcish Squatters Whenever Orcish Squatters attacks and isn't blocked, you may gain control of target land defending player controls for as long as you control Orcish Squatters. If you do, Orcish Squatters assigns no combat damage this turn.
[ 0, 0, 1, 0, 0 ]
Strength of Night Kicker {B} (You may pay an additional {B} as you cast this spell.) Creatures you control get +1/+1 until end of turn. If this spell was kicked, Zombie creatures you control get an additional +2/+2 until end of turn.
[ 1, 1, 0, 0, 0 ]
Realmwalker Changeling (This card is every creature type.) As Realmwalker enters the battlefield, choose a creature type. You may look at the top card of your library any time. You may cast creature spells of the chosen type from the top of your library.
[ 0, 1, 0, 0, 0 ]
Basking Rootwalla {1}{G}: Basking Rootwalla gets +2/+2 until end of turn. Activate only once each turn. Madness {0} (If you discard this card, discard it into exile. When you do, cast it for its madness cost or put it into your graveyard.)
[ 0, 1, 0, 0, 0 ]
Ad Nauseam Reveal the top card of your library and put that card into your hand. You lose life equal to its mana value. You may repeat this process any number of times.
[ 1, 0, 0, 0, 0 ]

This dataset was made specifically for multilabel classification using the following process:

  1. Downloading https://mtgjson.com/api/v5/AtomicCards.json.bz2 on January 10, 2024
  2. Encoding color identity of each card into the labels feature
colors = ['B', 'G', 'R', 'U', 'W']
b = [1, 0, 0, 0, 0]
bw = [1, 0, 0, 0, 1]
gru = [0, 1, 1, 1, 0]
# and so on
  1. Concatenating card name and card text into the text feature
  2. split = ds['train'].train_test_split(test_size=0.2)
  3. split.push_to_hub("mtg-coloridentity-multilabel-classification")
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