BiasedCraft: Where Quality Imbalances are a Feature, Not a Bug

batch effects, BiasedCraft, biases, bug, data accuracy, data analysis, data cleaning, data consistency, data integrity, data normalization, data preprocessing, data quality, data quality control, data validation, downstream analysis, Feature, hidden biases, imbalances, negative impacts, publicly available datasets, Quality, quality imbalance, RNA-seq, RNA-Sequencing, survey

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Players:	106/700	Votes:	7357
Rating:	4.3 / 5
Zeus’s Thunderbolts Captured:	3	Enchanted Tomes Discovered:	65
Gnome Villages Protected:	7	Necronomicon Pages Collected:	4
Buildings Constructed:	23	Unsolvable Puzzles Solved:	5
Reality Warps Survived:	0	Villages Defended:	12
Cursed Taverns Survived:	3	Rainbows Spotted:	1
Phantom Rings Equipped:	8	Underground Cities Explored:	4
Dragon Eggs Hatched:	2	Portal Loops Escaped:	2

New Minecraft Servers

so, like, have you ever played on a minecraft server that is so lit, it’s like your RNA-seq data but in block form? well, this server is like that but on steroids, man. like, there are hidden quality biases that can mess up your gameplay just like batch effects mess up your analysis, you feel me?

we did a survery and found out that over 30% of other servers out there have a quality imbalance, but not this one, bro. we keep it real and balanced, just like your favorite protein shake.

join us and experience the craziest adventures, the wildest builds, and the most epic battles you’ve ever seen. trust me, you won’t regret it. come on, what are you waiting for? let’s get blocky! 🤪🔥🎮

TheYolos

Economy, Hardcore, PvE, Roleplay, Survival

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Players:	108/800	Votes:	3247
Rating:	4.8 / 5
Dimensional Collapse Prevented:	1	Nightmare Scenarios Survived:	3
Mythical Creatures Tamed:	4	Lunar Scepters Activated:	6
Warrior Spirits Summoned:	15	Gnome Villages Protected:	9
Haunted Redstone Contraptions Built:	5	Forbidden Doors Opened:	3
Heavenly Choirs Heard:	4	Royal Courts Attended:	3
Towns Built:	6	Cursed Biomes Uncovered:	6
Shattered Realms Restored:	2	Endless Night Skies:	1

A Minecraft Network with Multiple Gameplay and Fun Community! ⭐Survival ⭐Slimefun ⭐Fantasy ⭐Mmorpg ⭐Dungeons ⭐Good Community ⭐Survival Hardcore ⭐MORE!

play.theyolos.com

RexKraft

Economy, MCMMO, PvE, Survival, Vanilla

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Players:	102/300	Votes:	2341
Rating:	4.8 / 5
Dragons Adopted as Pets:	4	Haunted Strongholds Conquered:	3
Enchanted Teapots Collected:	19	Elemental Forces Harnessed:	10
Shadow Wolves Tamed:	3	Gorgon Shields Crafted:	4
Hidden Passages Discovered:	6	Reality-Warping Charms Crafted:	4
Crops Grown:	5542	Forgotten Legends Remembered:	6
Hidden Villages Discovered:	2	Epic Quests Completed:	13
Underground Cities Explored:	4	Cozy Campfires Lit:	20

RexKraft is a tight-knit community that welcomes all new members. We are a family-friendly server so everyone can have an enjoyable time while playing! We’re a highly oriented community that values all the opinions our player base offers. We bring a lot to the table to make sure you do not get bored on the server!

play.rexkraft.com

Blooh Network

Cross-Play, Economy, PvP, Survival

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Players:	109/200	Votes:	3152
Rating:	4.3 / 5
Legendary Titles Earned:	1	Shadow Figures Spotted:	6
Shadow Realms Conquered:	2	Mythical Quests Completed:	10
Epic Battles Fought:	15	Votes:	2792
Cursed Artifacts Recovered:	7	Powerful Allies Recruited:	3
Warlock Amulets Crafted:	4	Enchanted Tomes Discovered:	173
Unicorn Parades Witnessed:	2	Dragons Tamed:	5
Orbs of Power Found:	7	Mythical Creatures Tamed:	0

Blooh Network is a Minecraft Survival SMP server that offers a fun and entertaining experience for all! With our server being open to both Premium and Cracked Minecraft Players everyone can have a fun time! So what are you waiting for come join and have some fun! (IP: play.blooh.net)

play.blooh.net:25596

HinokamiMC

Cross-Play, Economy, PvE, PvP, Roleplay

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Players:	92/900	Votes:	7285
Rating:	4.4 / 5
Hidden Passages Discovered:	3	Mysterious Portals Opened:	19
Cursed Diamonds Mined:	6	Meteorites Collected:	4
Enchanted Teapots Collected:	15	Astral Amulets Crafted:	24
Quantum Bards Serenaded:	5	Wizards Turned into Frogs:	2
Heavenly Choirs Heard:	6	Legendary Armor Sets Assembled:	29
Meteor Showers Witnessed:	3	Lost Souls Rescued:	2
Demonic Pacts Formed:	1	Rainbows Spotted:	2

HinokamiMC – We offer a custom Demon Slayer SMP that requires no mods and is both Java and Bedrock compatible! We offer custom breathing styles directly from the anime series! Custom updates each new season, community driven input that gets added to the server, and a monthly PVP event called the Hinokami tournament, where you 1v1 players to win prizes!

play.mc-oasis.com

GoldenLeaf

Economy, MCMMO, PvE, Survival, Towny, Vanilla

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Players:	98/100	Votes:	6822
Rating:	4.8 / 5
Lost Souls Rescued:	6	Epic Weapons Forged:	5
Orbs of Power Found:	10	Celestial Beings Befriended:	0
Forgotten Legends Remembered:	4	Sentient Weapons Trained:	4
Glowing Eyes in the Dark:	6	Pirate Ships Raided:	1
Dragons Tamed:	2	Magical Moments Shared:	16
Evil Lairs Raided:	3	Shattered Realms Restored:	1
Astral Amulets Crafted:	18	Potions Brewed:	118

GoldenLeaf is a 1.20.1 Survival/Towny and Creative Network with an energetic community. Built on transparency and hard work, we strive to bring a fair and fun opportunity to all players. The server is 100 non-pay to win, with custom plugins and unique opportunities like earning player vaults and extra sethomes from voting.We also have: – An easy to follow chat – An active Discord server – Custom plugins, Banking – Skills, Player Levels, Mcmmo – Active Staff, Grief Rollback Chest Protection – Crates, Casino Lottery – Auctions Player Trading – Admin Shop Player Market – Creative Plots With World Edit

play.goldenleafmc.com

MCFriendly

Economy, MCMMO, PvE, Roleplay, Survival

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Players:	93/1000	Votes:	4870
Rating:	5.0 / 5
Enchanted Forests Planted:	3	Reality-Warping Charms Crafted:	2
Ghostly Villagers Traded With:	4	Magical Carpet Rides Taken:	4
Leprechaun Gold Stolen:	1	Ancient Ruins Explored:	1
Goblin Markets Raided:	4	Mystic Mirrors Unlocked:	2
Crystal Wands Charged:	11	Storm Giants Negotiated With:	0
Parallel Universes Unraveled:	1	Unbreakable Curses Broken:	2
Endless Minecart Rides Taken:	4	Mythical Quests Completed:	34

We support both JAVA and BEDROCK for MINECRAFT 1.20.1We are A FRIENDLY COMMUNITY! We have FREE TO PLAY LEVEL PROGRESSION, a custom DYNAMIC ECONOMY, McMMO, CRATES, UNIQUE RANKS, CLAIM PROTECTION, and MORE!Join the MCFriendly family today!Java IP: mcfriendly.usBedrock IP: 135.148.150.144 Bedrock Port: 19132

mcfriendly.us

Discord

Survival, Vanilla

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Players:	93/300	Votes:	3965
Rating:	4.2 / 5
Mimic Chests Discovered:	5	Eldritch Abominations Befriended:	2
Phantom Horses Ridden:	2	Alien Abductions:	1
Mythical Swords Crafted:	81	Lunar Scepters Activated:	3
Endless Night Skies:	1	Legendary Titles Earned:	2
Dragon Eggs Found:	3354	Enchanted Forests Planted:	12
Unsolvable Puzzles Solved:	2	Eldritch Beasts Summoned:	1
Emeralds Found:	3154	Towns Built:	6

A server focused mainly on survival and bosses! Our server has the following: • Vanilla 1.18.2 • Free and paid ranges! • Custom objects and mobs (small scale) • Piñatas to a certain amount of votes! • Useful warps for your adventure! • Custom bosses that appear from time to time in a specific arena! – This boss in turn has a box that contains his entire set of objects! • A combat arena against mobs to pass the time! • A united community! be nice to us! • Protections for your home! • Stores, auction house, trades and more! • Boxes that can be opened with their respective keys! – From the iron boxes, to the powerful box of the depths!

zencraft.cc

CaldasCraft

Economy, MCMMO, PvP, Roleplay, Survival, Towny, Vanilla

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Players:	96/1000	Votes:	9600
Rating:	4.3 / 5
Curse of Binding Applied:	5	Gryphons Tamed:	1
Unholy Beasts Tamed:	3	Endermen Teleportation Errors:	3
Mimic Chests Discovered:	5	Wilderness Tamed:	20
Eldritch Abominations Befriended:	2	Disappearing Landscapes Witnessed:	2
Paranormal Events Investigated:	2	Villages Defended:	19
Dragons Adopted as Pets:	3	Vanishing Structures Built:	2
Lost Souls Rescued:	5	Meteor Showers Witnessed:	3

mc.caldascraft.eu (Version 1.17 to 1.20.x)– Survival friendly – Customized items – Claims – Rankup – Skills – KingdomsAnd much much more to come. Come find out!

mc.caldascraft.eu

Mine Pirata

Cross-Play, MCMMO, Parkour, PvE, PvP, Skyblock, Survival

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Players:	93/200	Votes:	2018
Rating:	4.6 / 5
God-Tier Weapons Forged:	28	Animals Bred:	23
Whimsical Tea Parties Held:	12	Treasure Maps Found:	13
Ethereal Dreams Experienced:	25	Sunfire Helmets Forged:	2
Buildings Constructed:	38	Giant Mushrooms Cultivated:	7
Infinity Stones Found:	6	Dungeon Sieges Launched:	6
World-Altering Spells Cast:	2	Eerie Music Discs Played:	6
Legendary Titles Earned:	1	Ender Chest Mysteries Uncovered:	1

MinePirata is a server set, as the name suggests, in Pirates. Our goal is that no one gets bored and there are many things to do!JAVA IP: mc.minepirata.com BEDROCK IP: mc.minepirata.com Puerto: 25633Version 1.17.x-1.20.x » Survival PVP » Battle Pass » DuelsPVP » Parkour » Daily Rewards » Boxes with many prizes » You can create your own team » Protection Stones » You can move up the ranks for free! The only requirement is to play

mc.minepirata.com:25633

Dungeon Realms

Economy, Hardcore, PvE, PvP

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Players:	97/200	Votes:	2169
Rating:	4.9 / 5
Astral Staffs Crafted:	15	Ghost Trains Ridden:	0
Magical Carpet Rides Taken:	2	Lost Souls Rescued:	1
Celestial Events Witnessed:	1	Interstellar Fungi Gathered:	0
Love Letters Sent:	9	Evil Portals Destroyed:	2
Voidwalker Blades Crafted:	12	Mineshafts Explored:	5
Hedge Mazes Navigated:	3	Haunted Redstone Contraptions Built:	5
Cursed Amulets Found:	2	Forbidden Doors Opened:	1

DungeonRealms is a Premuim, Action RPG, Minecraft Experience. Delve into a fascinating world full of dark dungeons, evil monsters and extraordinary treasure.Join Minecrafts first REAL MMO! With designed and custom coded mechanics, thousands of players and an ever expanding world!

play.dungeonrealms.net

SloMine

Economy, Survival, Vanilla

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Players:	110/400	Votes:	9552
Rating:	4.5 / 5
Meteor Showers Witnessed:	1	Orbs of Power Found:	7
Duplicated Mobs Battled:	1	Forgotten Legends Remembered:	8
Wizards Turned into Frogs:	2	Lost Souls Rescued:	3
Fairy Circles Danced In:	6	Dragonkin Hatched:	5
Crystal Palaces Visited:	1	Mythical Quests Completed:	21
Giant Mushrooms Cultivated:	7	Gorgon Shields Crafted:	1
Shadow Wolves Tamed:	3	Mysterious Portals Opened:	15

Slovenian minecraft server – Survival – Updates every month Welcome!Slovenian minecraft server opened in 2016

slomine.si

BendersMC

Economy, Factions, PvP, Roleplay, Survival

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Players:	91/900	Votes:	9940
Rating:	4.3 / 5
Infinite Knowledge Scrolls Discovered:	1	Leprechaun Gold Stolen:	2
Necronomicon Pages Collected:	2	Astral Mages Summoned:	1
Warlock Pacts Sealed:	2	Love Letters Sent:	4
Cursed Taverns Survived:	2	Villages Defended:	12
Forbidden Grimoires Read:	6	Hidden Passages Discovered:	7
Players Killed by Monsters:	9410	Endless Legions Commanded:	34
New Chunks Explored:	909087	Wishing Wells Wished Upon:	6

play.bendersmc.co

CarbonCraftXYZ

Economy, PvE, PvP, Survival

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Players:	99/1000	Votes:	9695
Rating:	4.1 / 5
Cuddly Creatures Pet:	20	Emeralds Found:	6543
Undead Armies Raised:	4	Mines Excavated:	1345
Phantom Rings Equipped:	10	Phantom Horses Ridden:	4
Dimensional Collapse Prevented:	0	Corrupted Trees Chopped:	2
Phantom Ships Sailed:	1	Battle Standards Raised:	11
Hidden Villages Discovered:	3	Nightmare Scenarios Survived:	1
Enchanted Weapons Reforged:	6	Spontaneous Duels Fought:	10

play.carboncraft.xyz

Playblocks

Creative, Economy, MCMMO, OneBlock, Skyblock, Survival, Towny

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Players:	94/300	Votes:	8838
Rating:	4.4 / 5
Animals Bred:	181	Crystal Palaces Visited:	3
Celestial Beings Befriended:	3	Potions Brewed:	157
Runic Tablets Deciphered:	46	Celestial Crowns Worn:	5
Runes Activated:	6	Blood-Forged Axes Created:	19
Curse of Binding Applied:	3	Chimeras Created:	3
Infinity Stones Found:	3	Flesh-Eating Plants Grown:	1
Ores Mined:	4521	Astral Staffs Crafted:	12

PlayblocksHere is a list of features for everyone to look forward to: ■ The 1.19 Nether world! We’ve opened up the Nether for all to explore! ■ 1:500 Scale Earth Minecraft Map. Start your town where you live! ■ Voting for the server using /vote gives you keys with awesome rewards. ■ Public Portals with access to the end and nether. ■ and a lot more…playblocks.net

playblocks.net

Vestria

Economy, MCMMO, PvE, Survival, Towny

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Players:	90/300	Votes:	4535
Rating:	4.2 / 5
Buildings Constructed:	7	Legendary Armor Sets Assembled:	24
Unicorn Parades Witnessed:	1	Eldritch Beasts Summoned:	2
Glowing Eyes in the Dark:	3	Frozen Fortresses Conquered:	3
Dragon Scales Harvested:	344	Parallel Universes Unraveled:	0
Unholy Beasts Tamed:	3	Storm Giants Negotiated With:	1
Players Killed by Monsters:	4917	Magical Moments Shared:	22
Reality-Bending Puzzles Solved:	0	Wailing Winds Heard:	3

Sick of joining server after server only to find pay-to-win donations, unhelpful staff, and the same old rehashed features? So were we! That’s why we created Vestria: a play-to-win Towny server built with a welcoming community, original content, and interesting plugins. Best of all, Vestria is not another hub server masquerading as a Towny server. We are fully committed to Towny and work to continuously improve our Towny experience by offering fair and balanced gameplay with a focus on fun! Vestria takes your traditional Towny server and adds fun twists to keep content new and exciting. Interact with our dynamic Guild rank system that accommodates every game style, play with our interesting plugins, many of them custom only to Vestria, and join a community of friends years in the making! With it’s anti-pay-to-win values, dedicated staff, interactive events, and original content, Vestria is a surefire win!

play.vestriamc.com