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:	99/1000	Votes:	5973
Rating:	4.1 / 5
Dragons Adopted as Pets:	3	Epic Mounts Acquired:	5
Falling into the Void:	0	Ores Mined:	1667
Cosmic Hamsters Found:	5	Eldritch Abominations Befriended:	1
Ethereal Couriers Hired:	1	Cursed Artifacts Recovered:	15
God-Killer Bows Constructed:	9	Invisible Walls Found:	1
Crystal Wands Charged:	19	Elemental Forces Harnessed:	12
Mystic Runes Engraved:	5	Dragon Hoards Looted:	3

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! 🤪🔥🎮

Mineverso

Economy, Mini Games, PvE, Skyblock, Skywars, Survival, Vanilla

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Players:	109/900	Votes:	5830
Rating:	4.6 / 5
Falling into the Void:	0	Ethereal Dreams Experienced:	15
Whispering Caves Entered:	8	Giant Mushrooms Cultivated:	4
Gnome Villages Protected:	4	Paranormal Events Investigated:	5
Darkness Engulfments Escaped:	2	Glowing Eyes in the Dark:	5
Unholy Rituals Interrupted:	1	Mystical Amulets Crafted:	20
Invisible Pathways Walked:	6	Soul Swords Wielded:	1
Magic Wands Crafted:	12	Legendary Armor Sets Assembled:	24

mc.mineverso.com

Cavern SMP

Earth, Hardcore, LifeSteal, Skyblock, Survival, Towny, Vanilla

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Players:	106/100	Votes:	8301
Rating:	4.5 / 5
Meteorite Armor Created:	28	Blood-Forged Axes Created:	16
Lunar Eclipses Witnessed:	3	Eerie Music Discs Played:	5
Magic Wands Crafted:	14	Dragonfire Shields Forged:	6
Divine Relics Bestowed:	15	Soulbound Rings Equipped:	12
Dimension-Hopping Bunnies Found:	4	Magic Items Found:	7505
Leprechaun Gold Stolen:	3	Pirate Ships Captured:	1
Falling into the Void:	3	Secret Passages Found:	8

Cavern (play.cavern.gg) is an innovative, qualitative, LGBT friendly and unique Minecraft Network focused on the gamemodes SMP, Lifesteal, Earth MC and SkyBlock. The network strives towards prospering in every area of the minecraft space. Our objective is to deliver the most enjoyable gaming experience.

cavern.gg

Infection Network

OneBlock, PvP, Skyblock, Skywars, Survival, Survival Games, Vanilla

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Players:	105/200	Votes:	2058
Rating:	4.0 / 5
Shadow Daggers Crafted:	44	Ores Mined:	9970
Underground Cities Explored:	4	Wilderness Tamed:	11
Glorious Feasts Held:	10	Magical Ponies Rescued:	7
Gorgon Shields Crafted:	3	Orbs of Power Found:	6
Elemental Crystals Collected:	92	Chaos Emeralds Discovered:	4
Mystical Artifacts Crafted:	12	World-Altering Spells Cast:	1
Zombie Dances:	5	Battle Standards Raised:	11

Infection Network is a server where we always listen to the community and do our best to improve day by day, we have many modalities mainly dedicated to PvP and Survival.Immerse yourself in a challenging survival world where you must collect resources, build shelters and face dangerous enemies to survive. Show off your survival skills and make your home in this unforgiving world!

infection.fun

Fewer Network

Economy, KitPvP, LifeSteal, Mini Games, PvE, PvP, Survival

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Players:	92/400	Votes:	7389
Rating:	4.9 / 5
Quantum Bards Serenaded:	3	Goblin Markets Raided:	8
Orbs of Power Found:	8	Ancient Dragons Awakened:	3
Pirate Ships Raided:	2	Pirate Ghost Ships Conquered:	3
Immortal Potions Brewed:	6	Haunted Chests Opened:	10
Ancient Relics Unearthed:	234	Mythical Swords Crafted:	27
Farms Harvested:	444	Eldritch Abominations Befriended:	1
Powerful Allies Recruited:	8	Wilderness Tamed:	12

Welcome to the Fewer Network! We are an awesome Minecraft server that offers many different gamemodes, such as a Custom SMP (lifesteal), Custom Box (PvP arena), events with real payouts, and more! Our staff is ready to help anytime of the day, everyday of the week! Join today to discover the wonders of our imagination and what we have to offer in the future! You can even participate in the videos produced by our awesome creators!

mc.fewer.live

BD ZONE

Bedwars, Cross-Play, Economy, Survival, Vanilla

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Players:	105/300	Votes:	3624
Rating:	4.8 / 5
Legendary Scepters Created:	5	Backwards Speech Heard:	5
Dragonkin Hatched:	4	Eerie Music Discs Played:	2
Chaos Emeralds Discovered:	4	Heavenly Choirs Heard:	1
Divine Scrolls Written:	15	Eldritch Scrolls Read:	6
Glowing Eyes in the Dark:	3	Dragonfire Shields Forged:	4
Eternal Flames Captured:	5	Dimensional Collapse Prevented:	1
Mysterious Portals Opened:	16	Cursed Lands Purified:	7

Hey guys, Server ip- play.bdzonemc.com Prepare to enter the ultimate Minecraft universe – BDZONE! Our server is the perfect blend of excitement, adventure, and endless fun. We’ve got everything you could ever want and more – Survival, Bedwars and PracticePvP.Join us now at play.pixeledgebd.com and immerse yourself in a world filled with epic quests, challenging obstacles, and thrilling battles. Our community is active and engaging, with players from all over the world waiting to team up with you.And that’s not all – we’ve got exclusive events, competitions, and prizes that will blow your mind! Make sure to join our Discord community at discord.gg/yaGufzR to stay updated and participate in the action. But don’t just take our word for it – visit our website at https://bdzonemc.com/ to see for yourself what all the hype is about. Join BDZONE today and let the adventure begin!Bedrock IP: pe.bdzonemc.com Port: 19132

play.bdzonemc.com

Arcturus Factions

Anarchy, Economy, Factions, MCMMO, PvP, Survival

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Players:	101/100	Votes:	6223
Rating:	5.0 / 5
Astral Orbs Gathered:	9	Reality-Warping Charms Crafted:	1
Powerful Allies Recruited:	3	Holy Grails Found:	1
Endless Night Skies:	2	Shadow Realms Conquered:	2
Unicorn Parades Witnessed:	3	Cozy Campfires Lit:	14
Celestial Events Witnessed:	5	Battle Standards Raised:	12
Pirate Ships Captured:	1	Cosmic Pies Baked:	2
Cursed Amulets Found:	1	Ores Mined:	9382

Arcturus is a Java Cracked Minecraft Factions Server supporting all versions from 1.8 to 1.20. We feature 1.8 style pvp and the best Custom Enchants, because we are based on Herobrine Factions. We have No Staff or Map Resets like other servers. Learn more about us on our official website.

play.arcturusmc.xyz

AlathraMC

Economy, MCMMO, PvE, PvP, Roleplay, Survival, Towny

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Players:	93/1000	Votes:	6332
Rating:	4.2 / 5
Teleportation Mishaps:	5	Zombie Dances:	6
Backwards Speech Heard:	2	Unsolvable Puzzles Solved:	6
Pirate Ships Captured:	3	Corrupted Trees Chopped:	2
Titanic Relics Retrieved:	5	Ether Blades Crafted:	10
Evil Portals Destroyed:	1	Time-Traveling Monkeys Met:	2
Falling into the Void:	0	Celestial Crowns Worn:	4
Mines Excavated:	1985	Mythical Quests Completed:	12

ABOUT US: Alathra is one of the top searched and played world building server in the world! Maybe you are looking to join one of the grand towns and nations across Alathra. Maybe you want to start your own in undeveloped land. Perhaps your goal is to master trade and become a wealthy merchant. What about starting your own player-run guild, or starting a new religion? Maybe you just want to be a hermit and live alone on a mountain. All of this is possible on Alathra because here players tell the story. Alathra is full of characters, nations, cultures, organizations. Many battles and wars have been fought. There are heroes, there are villains, and plenty that fall somewhere in between. Will you make your mark on the history of Alathra? Start your journey today!

play.alathra.com

BossCraft

Creative, Prison, PvP, Roleplay, Skyblock, Survival, Vanilla

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Players:	103/500	Votes:	7562
Rating:	4.2 / 5
Mystic Mirrors Unlocked:	1	Dimension-Hopping Bunnies Found:	1
Magical Beanstalks Grown:	4	Powerful Allies Recruited:	5
Ancient Relics Unearthed:	253	Cursed Statues Activated:	4
Spectral Entities Defeated:	7	Portal Loops Escaped:	0
Runic Tablets Deciphered:	38	Nether Portals Gone Wrong:	2
Vampire Cloaks Sewn:	3	Chimeras Created:	2
Unbreakable Curses Broken:	2	Legendary Heroes Trained:	3

Bosscraft offers Prison, Skyblock and Survival (SMP) on Minecraft Version 1.19. This server is uniquely set based around the players in a community based Minecraft multiplayer experience. For anyone who is interested in an all-in-one Minecraft experience with a great environment; this is the server for you!Prison Skyblock Survival SMP Roleplay PvPJAVA IP: org.bosscraft.net BEDROCK IP: bedrock.bosscraft.net:19132(Support for versions: 1.8 to 1.19) with Bedrock Support!

org.bosscraft.net

Poke Odyssey

Economy, PvE

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Players:	91/600	Votes:	2328
Rating:	4.1 / 5
Goblin Armies Outwitted:	10	Inverted Worlds Discovered:	1
Ores Mined:	3758	Royal Courts Attended:	0
Elemental Forces Harnessed:	10	Enchanted Tomes Discovered:	32
Blood Moons Survived:	1	Ghostly Villagers Traded With:	2
Spectral Entities Defeated:	6	Heroic Oaths Sworn:	20
Divine Spears Created:	27	Unicorn Parades Witnessed:	1
Haunted Mirrors Gazed Into:	1	Portal Loops Escaped:	0

Hunts, Global Trade System, Safari, Events, Tournaments, Wondertrade, Skills. Play to win with player ran gyms & shops

170.205.24.67:25568

NiftyMC

Cross-Play, Economy, MCMMO, Skyblock, Survival

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Players:	102/100	Votes:	255
Rating:	4.3 / 5
Villages Defended:	7	Ender Dragon Reincarnations:	3
Endless Mazes Solved:	2	Inescapable Mazes Solved:	2
Ancient Ruins Explored:	4	Endless Legions Commanded:	43
Cursed Amulets Found:	0	Witch’s Brew Drunk:	17
Astral Staffs Crafted:	17	Dragon Hoards Looted:	2
Forbidden Relics Collected:	7	Vanishing Items Found:	7
Elemental Forces Harnessed:	11	Legendary Titles Earned:	2

NiftyMC is a family-friendly Minecraft server for both Java and Bedrock players. Come join us to play on our BRAND NEW SMP or our Oneblock Skyblock mode. We produce consistent updates and listen solely to our community when it comes to updates.

play.niftymc.com

PokeClash Cobblemon

Economy, MCMMO, Pixelmon, Survival

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Players:	92/100	Votes:	1343
Rating:	4.9 / 5
Invisible Pathways Walked:	8	Sentient Weapons Trained:	6
Ender Pearl Glitches:	4	Dragon Eggs Found:	1313
Secret Passages Found:	2	Haunted Mirrors Gazed Into:	3
Cursed Diamonds Mined:	3	Infinite Doors Opened:	2
Voidwalker Blades Crafted:	9	Cozy Campfires Lit:	13
Ghostly Villagers Traded With:	2	Star Shards Collected:	285
Shadow Figures Spotted:	10	Celestial Gardens Planted:	2

cobble.pokeclash.com

AztecMC

PvE, Raiding, Survival, Vanilla

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Players:	104/300	Votes:	2178
Rating:	4.9 / 5
Eldritch Medallions Worn:	10	Living Statues Befriended:	3
Inverted Worlds Discovered:	1	Infinite Doors Opened:	2
Phantom Ships Sailed:	1	Demon Skulls Collected:	14
Enchanted Tomes Discovered:	75	Mysterious Portals Opened:	5
Crops Grown:	2694	Forbidden Doors Opened:	1
Titanic Relics Retrieved:	2	Storm Giants Negotiated With:	0
Pirate Ships Raided:	1	Dragonkin Hatched:	4

Server address and rules: aztecmc.orgAztecMC is a vanilla raiding server. What that means is, weve got Essentials installed to protect spawn, and players can /sethome and /tpahere, but thats it. No chest protections, no player block protections, and you best get some armor quick because we’re on hard mode.Have you stumbled on someones base? Grief it. Are they still home? Kill them and take their stuff. We have some simple rules, tips for not getting yourself raided, and a bonafide a-dult staff available to help keep things classy. X-rayers got you down? We can teach you how to thwart them while our ban-hammer sniffs them out.Geek stats: – World border is at 100k – Running Minecraft 1.20.4

aztecmc.org

WavyMC

Cross-Play, Economy, PvE, Survival

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Players:	99/600	Votes:	7546
Rating:	4.8 / 5
Fabled Crowns Discovered:	2	Royal Decrees Issued:	3
Whispering Caves Entered:	2	Astral Staffs Crafted:	16
Cozy Campfires Lit:	24	Meteorites Collected:	2
Titanic Relics Retrieved:	5	Cursed Artifacts Uncovered:	5
Dragon Hoards Looted:	3	Haunted Mines Explored:	2
Magical Ponies Rescued:	7	Evil Twin Fights:	5
Gods Slained:	0	Dragons Tamed:	4

WavyMC is the #1 1.20 Survival Server! Java/Bedrock CompatibleJava IP: play.wavymc.fun Bedrock IP: bedrock.wavymc.funEmbark on an epic adventure in a dynamic and thriving world filled with exciting features and endless possibilities. Our server is carefully designed to provide an immersive and enjoyable experience for players of all skill levels. Some of our core features include a player driven economy, over 600 quests, player leveling system, crates, and a whole lot more!Our community is built around the Twitch Community. Many players know each other from livestream chats, or other games. You will build friendships with new players, meet new friends, and have a fun time playing on WavyMC!Daveyhaha: http://twitch.tv/daveyhaha Snipper: http://twitch.tv/SnipperJoin our Minecraft server today! 🙂

play.wavymc.fun

MineGlobe

Earth, LifeSteal, MCMMO, Mini Games, Skyblock, Survival, Towny

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Players:	105/200	Votes:	345
Rating:	4.0 / 5
Quantum Bards Serenaded:	3	Ghostly Villagers Traded With:	2
Astral Amulets Crafted:	27	Unicorn Sightings:	1
Evil Twin Fights:	4	Mineshafts Explored:	2
Cosmic Hamsters Found:	4	Vampire Cloaks Sewn:	2
Villages Defended:	14	Cryptic Prophecies Deciphered:	1
Wailing Winds Heard:	3	Rune Stones Activated:	10
Haunted Redstone Contraptions Built:	4	Demonic Pacts Formed:	1

ms.mineglobe.org

Kilocraft

PvE, Survival, Vanilla

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Players:	109/300	Votes:	3467
Rating:	4.6 / 5
Shadow Cloaks Sewn:	5	Mystic Runes Engraved:	5
Titanic Battles Fought:	13	Goblin Markets Raided:	10
Magic Items Found:	8524	Chaos Emeralds Discovered:	5
World-Altering Spells Cast:	2	Cursed Biomes Uncovered:	9
Phantom Ships Sailed:	3	Dragon Hoards Looted:	2
Infernal Machines Built:	2	Crops Grown:	8376
Quantum Bards Serenaded:	5	Phoenix Feathers Found:	5

Kilocraft is a vanilla survival server that has been running snapshots since 1.13, and we are currently running our world on version 1.21. Over time the Kilocraft community has grown a lot and thanks to suggestions of our players we could add features such as claiming, playtime-based ranks, and pwarps to help improve the community aspect of our server! If you want to join us, connect to 50kilo.org, if you have any questions, don’t hesitate to ask any of our staff!Server Stats: We have a powerful machine, to make sure you only get to play on the best performance of 1.21 > RAM: 64GB > CPU: i9 9900k > Storage: 2TB NVMe

50kilo.org