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:	106/600	Votes:	2482
Rating:	4.2 / 5
Towns Built:	6	Corrupted Chunks Fixed:	3
Whispering Shadows Heard:	3	Forbidden Relics Collected:	6
Treasure Maps Found:	6	Dungeon Sieges Launched:	9
Animals Bred:	30	Ethereal Couriers Hired:	2
Dragons Adopted as Pets:	5	Hidden Sanctuaries Discovered:	3
Mystery Villagers Spotted:	4	Lunar Eclipses Witnessed:	2
Vanishing Structures Built:	3	Royal Courts Attended:	5

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! 🤪🔥🎮

HappyCloud

Economy, Pixelmon, PvE, PvP, Survival

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Players:	93/100	Votes:	3582
Rating:	4.5 / 5
Ether Blades Crafted:	16	Ender Chest Mysteries Uncovered:	1
Rune Stones Activated:	4	Goblin Markets Raided:	3
Twisted Realms Survived:	2	Heroic Deeds Celebrated:	7
Infinity Stones Found:	5	Paranormal Events Investigated:	1
Potions Brewed:	73	Ender Pearl Glitches:	5
Falling into the Void:	2	Eldritch Scrolls Read:	2
Epic Bosses Defeated:	3	Magical Beanstalks Grown:	1

Newly Restarted Server, everyone is starting fresh! Drop Parties every Saturday! Tournaments every Sunday! Metronome Togepi Tournaments every Wednesday; pure luck decides the winner! No lag on our state-of-the-art server! Both player-run and NPC gyms! Beautiful route to explore and conquer! Friendly and helpful staff! Great community!

ms.happycloudmc.com

MineKeo Network

Earth, Skyblock, Towny

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Players:	104/900	Votes:	6082
Rating:	5.0 / 5
Hidden Sanctuaries Discovered:	1	Lost Cities Unearthed:	4
Warlock Pacts Sealed:	0	Ancient Dragons Awakened:	2
Ethereal Couriers Hired:	2	Elemental Crystals Collected:	99
Goblin Armies Outwitted:	9	Rainbows Spotted:	2
Unsolvable Puzzles Solved:	4	Moonlit Rituals Performed:	7
Magic Wands Crafted:	24	Alien Abductions:	3
Eldritch Beasts Summoned:	0	Legendary Armor Sets Assembled:	40

Minecraft Server Vietnam – TownySugus – KitkatSkyblock – 1.8.x – 1.20.x – Fun – Mingame – Discord. Join now and enjou our server! MineKeo number one. A minecraft world is waiting for you ahead. Invite your friends to join the server test now. Features will be continuously updated at discord.

minekeo.com

KiwiSMP

Cross-Play, Factions, KitPvP, OneBlock, Roleplay, Survival, Survival Games

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Players:	96/700	Votes:	5928
Rating:	4.3 / 5
Enchantments Applied:	80	Magical Familiars Summoned:	2
Mythical Relics Collected:	15	Buildings Constructed:	5
Unicorn Parades Witnessed:	2	Spectral Entities Defeated:	2
Forbidden Relics Collected:	3	Blood Moons Survived:	0
Forbidden Doors Opened:	3	Phantom Blocks Placed:	8
Cursed Taverns Survived:	1	Ghost Miner’s Tools Found:	3
Backwards Speech Heard:	1	Soulbound Rings Equipped:	6

1.20.1 SUPPORTED BEDROCK SUPPORTED SURVIVAL | ONEBLOCK| PUBLIC LIFESTEAL SMP | EARTHSMP | and more! Join the best Minecraft server today, KiwiSMP! We have an active staff team, organized events, a very friendly community, and more! So what are you waiting for? Check out kiwismp today! IP play.kiwismp.fun

play.kiwismp.fun

EcuaCraft

Economy, Factions, Mini Games, Prison, PvP

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Players:	92/200	Votes:	3116
Rating:	4.9 / 5
Mythical Beasts Vanquished:	1	Celestial Beings Befriended:	2
Zombie Dances:	4	Whispering Shadows Heard:	1
Enchantments Applied:	212	Ancient Relics Unearthed:	206
Celestial Crowns Worn:	4	Evil Lairs Raided:	4
Titanic Battles Fought:	28	Heroic Oaths Sworn:	17
Arcane Towers Raised:	1	Disappearing Landscapes Witnessed:	2
Royal Decrees Issued:	2	Endless Mazes Solved:	1

EcuaCraft Network 1.8.X IP: mc.ecuacraft.club Mini games like: -SurvivalOP/Factions -Survival 1.8/Factions -PvP(PracticePvP, FFA, KitPvP, ComboFly, etc) -SkyBlock -SkyWars -Prison/RankupOP -HCF

mc.ecuacraft.com

Trap Legacy

KitPvP, PvP

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Players:	99/100	Votes:	1709
Rating:	4.7 / 5
Players Killed by Monsters:	4724	Wizards Turned into Frogs:	0
Corrupted Trees Chopped:	2	Eldritch Abominations Befriended:	3
Orbs of Power Found:	12	Starry Nights Enjoyed:	25
Phantom Blocks Placed:	6	Dragon Eggs Found:	4167
Eldritch Scrolls Read:	3	Immortal Potions Brewed:	4
Star Shards Collected:	240	Lunar Scepters Activated:	5
Spells Gone Horribly Wrong:	8	Ethereal Dreams Experienced:	5

A trap training and duel server where you can have fun, play without any problems and win rewards by voting. Don’t stay, join.

mc.traplegacypvp.com

HyperHub

Economy, KitPvP, MCMMO, Parkour, PvP

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Players:	103/800	Votes:	8271
Rating:	4.1 / 5
Ender Chest Mysteries Uncovered:	2	Blood-Forged Axes Created:	10
Vanishing Items Found:	8	Magical Ponies Rescued:	8
Evil Twin Fights:	2	Gorgon Shields Crafted:	2
Living Statues Befriended:	1	Haunted Mines Explored:	2
Lunar Eclipses Witnessed:	3	Legendary Items Repaired:	6
Unbreakable Curses Broken:	2	Pirate Ships Raided:	0
Whispering Shadows Heard:	4	Vanishing Structures Built:	5

HyperMc is an online multiplayer game that offers an immersive and exciting gaming experience. With its unique features and gameplay, it is sure to captivate players of all ages. Join the adventure now and unleash your gaming skills in the virtual world of HyperMc. For bedrock Ip server : hyperhub.ovshosting.com Port server : 19456

hyperhub.ovshosting.com:19456

BumbleCraft

Survival

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Players:	109/700	Votes:	4003
Rating:	4.1 / 5
Leprechaun Gold Stolen:	3	Werewolf Howls Heard:	5
Ghost Miner’s Tools Found:	1	Titan Hearts Harvested:	2
Zombie Dances:	5	Dimensional Rifts Closed:	0
Unbreakable Chains Forged:	7	Shadow Figures Spotted:	8
Meteorites Collected:	3	Haunted Mirrors Gazed Into:	1
Reality-Warping Charms Crafted:	1	Warlock Pacts Sealed:	2
Phantom Ships Sailed:	1	Astral Mages Summoned:	3

We’re a gaming community, supporting the LGBTQIA+ community to feel safe in a fun and interactive community. Allowing people to express and feel themselves. Our goal is to create an environment where everyone feels included, respected and safe. We hope you’ll join us on the journey to create the number one inclusive community.

ms.bumblecraft.net

VentureLand RPG

Economy, Hardcore, MCMMO, Parkour, Roleplay, Skyblock, Survival

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Players:	108/600	Votes:	2526
Rating:	4.8 / 5
Warlock Amulets Crafted:	4	Whimsical Tea Parties Held:	14
Omnipotent Charms Created:	4	Magic Items Found:	6877
Wizards Turned into Frogs:	2	Enchantments Applied:	251
Necronomicon Pages Collected:	8	Immortal Potions Brewed:	6
Glorious Feasts Held:	20	Witch’s Brew Drunk:	16
Darkness Engulfments Escaped:	2	Sunfire Helmets Forged:	6
Elemental Forces Harnessed:	9	Animals Bred:	164

A completely unique RPG game in minecraft ► A large hand-built open world map ► 8 different classes, each with unique abilities and playstyles ► Custom items and loot ► Unique crafting system ► Economy and market ► Custom mobs ► Dungeons and bossesNo mods required! Use the IP to join

mc2.ventureland.net

BlzeSteal

Factions, KitPvP, LifeSteal, Mini Games, PvP, Survival

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Players:	109/800	Votes:	9471
Rating:	4.1 / 5
Alien Abductions:	5	Forgotten Legends Remembered:	5
Infinity Gauntlets Forged:	1	Pockets of Chaos Discovered:	3
Crystal Palaces Visited:	2	Living Shadows Defeated:	1
Gryphons Tamed:	1	Dungeon Sieges Launched:	5
Ender Chest Mysteries Uncovered:	1	Phantom Horses Ridden:	3
Unholy Beasts Tamed:	3	Spontaneous Duels Fought:	6
Dimension Hops:	2	Crystal Caves Mapped:	3

BlzeSteal is a Lifesteal Factions Server. It’s known for having its own custom-made weapons, tools, and armor. The weapons in BlzeSteal are not just ordinary; they have special designs and powers, making fights more interesting.Server IP: play.BlzeSteal.net Bedrock IP: BlzeSteal.bedrock.minehut.gg, Port: 19132> LIFESTEAL > FACTIONS > RANDOMKITS > EVENTS > PVP

play.blzesteal.net

Azalea Realms

Cross-Play, Earth, Economy, PvE, Survival, Vanilla

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Players:	101/100	Votes:	3037
Rating:	4.9 / 5
Pockets of Chaos Discovered:	4	Mystic Mirrors Unlocked:	2
Legendary Scepters Created:	2	Endless Staircases Climbed:	3
Dragonkin Hatched:	4	Omnipotent Charms Created:	1
Ores Mined:	4803	Pirate Ships Raided:	2
Arcane Secrets Unlocked:	8	World-Altering Spells Cast:	2
Ancient Guardians Awoken:	2	Quantum Bards Serenaded:	2
Cursed Artifacts Recovered:	23	Farms Harvested:	922

Azalea Realms is a 1.20 Minecraft Network filled with new and amazing content you will love! We just released the first ever Border SMP, an awesome new twist on Minecraft. We also have a Simple SMP for anyone just looking to vibe and hang out!Azalea Realms has a community second to no other, and a server experience you will never forget! Join today and let us know what you think in our discord @ discord.gg/azalearealms!

join.azalearealms.com

Mundo PixelNet

Pixelmon, PvE, PvP

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Players:	90/1000	Votes:	6301
Rating:	4.2 / 5
Mythical Creatures Tamed:	4	Love Letters Sent:	4
Endless Mazes Solved:	3	Infinity Stones Found:	4
Frozen Fortresses Conquered:	3	Hidden Sanctuaries Discovered:	2
Moonlit Rituals Performed:	3	Shadow Wolves Tamed:	3
Unicorn Parades Witnessed:	3	Mineshafts Explored:	5
Potions Brewed:	72	Chaos Gates Opened:	1
Powerful Allies Recruited:	5	Dragon Hoards Looted:	2

play.mundopixelnet.com

MC PGST

Economy, Pixelmon, Survival

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Players:	90/400	Votes:	7402
Rating:	4.1 / 5
Eldritch Scrolls Read:	2	Elemental Temples Cleansed:	5
Dragon Scales Harvested:	133	Dragon Hoards Looted:	1
Endless Mazes Solved:	1	Royal Decrees Issued:	3
Darkness Engulfments Escaped:	4	Whispering Shadows Heard:	3
Mythical Creatures Tamed:	0	Pirate Ghost Ships Conquered:	2
Secret Guilds Joined:	5	Ethereal Dreams Experienced:	10
Cursed Artifacts Uncovered:	5	Duplicated Mobs Battled:	6

A Pixelmon server that you can play with other trainers! There are a lot of pokémon to capture and battle facilities! A server experience with very little lag and bugs! Daily rewards, quests, battles, bait and more fun games!

pixel.mc-pgst.tw

The Cavern

Economy, MCMMO, PvE, Roleplay, Survival, Towny, Vanilla

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Players:	90/500	Votes:	7155
Rating:	4.9 / 5
Celestial Gardens Planted:	3	God-Tier Weapons Forged:	17
Unseen Monsters Slain:	4	Cursed Amulets Found:	5
Legendary Armor Sets Assembled:	52	Buildings Constructed:	13
Mystical Amulets Crafted:	24	Treasure Maps Found:	10
Shadow Daggers Crafted:	20	Omnipotent Charms Created:	1
Volcanoes Explored:	3	Vanishing Items Found:	2
Dragon Scales Harvested:	119	Infinite Doors Opened:	2

Introducing The CavernThe Cavern is a community oriented server, dedicated to providing a welcoming and friendly atmosphere for all sorts of players! Built upon the feedback of players to help ensure the best possible experience, we’re certain you’ll enjoy your time with us! Slimefun Towny mcMMO Jobs Balanced Economy Pets Player Shops Player Warps Art Competitions Secure Trading Keep Inventory 1,000+ Quest Custom Fishing Marriages Custom Mining Bosses/Dungeon Custom Server Resource Pack

mc.thecavern.net

LuxCube

Bedwars, Factions, KitPvP, LifeSteal, Prison, Survival

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Players:	103/100	Votes:	4979
Rating:	4.9 / 5
Star Shards Collected:	134	Pirate Ghost Ships Conquered:	3
Farms Harvested:	103	Dungeon Sieges Launched:	7
Players Killed by Monsters:	9253	Secret Libraries Discovered:	3
Dragon Eggs Found:	9257	Glitched Entities Encountered:	0
Wizards Turned into Frogs:	1	Divine Relics Bestowed:	5
Enchanted Forests Planted:	6	God-Tier Weapons Forged:	21
Lunar Scepters Activated:	5	Astral Projections Made:	2

Welcome to LuxCube – Where Adventure Awaits!Dive into an extraordinary world where your Minecraft journey takes on new dimensions. Our server offers a diverse range of immersive gamemodes that will keep you hooked for hours on end.Gens: Immerse yourself in a world of tycoons, dungeons, and adventures. Build, mine, farm, and engage in mob-killing to conquer the economy. Customize your skills, battle foes, and embark on epic quests. Gens offers a unique combination of activities to satisfy every Minecraft enthusiast.Lifesteal: Unleash your combat prowess in thrilling battles where every hit counts. Steal life from your enemies and claim victory.Kingdoms: Forge alliances, build your empire, and conquer the lands. Will your kingdom reign supreme?Box: Immerse yourself in the heart-pounding action of PvP within a confined space. Battle to earn money, upgrade your gear, and engage in intense mining and grinding. In the confined quarters of the box, every decision counts. Will you emerge as the ultimate champion?With a thriving community, responsive staff, and regular events, LuxCube is the ultimate destination for Minecraft enthusiasts. Whether you’re a seasoned player or just starting your adventure, there’s a place for you here.Join us today and embark on an epic journey like no other. The adventure starts here!”

play.luxcube.net

Dig up

Hardcore, Skyblock, Survival, Vanilla

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Players:	101/500	Votes:	3792
Rating:	5.0 / 5
Hedge Mazes Navigated:	12	Reality Distortions Fixed:	1
Forbidden Relics Collected:	5	Phantom Rings Equipped:	14
Legendary Scepters Created:	6	Epic Weapons Forged:	7
Whimsical Tea Parties Held:	3	Ethereal Couriers Hired:	4
Chimeras Created:	3	Cursed Diamonds Mined:	4
Mythical Swords Crafted:	76	Epic Shields Constructed:	40
Mineshafts Explored:	1	Reality Warps Survived:	1

If you’re searching for a great place to play alone, with friends, or to even meet new people ─ come on and try out our server! The Magbungkal Community offers captivating adventures and entertaining gameplay. In addition, we provide a unique gaming experience that no other server could ever match!Magbungkal provides both bedrock and java to diversify our community even further. Making gameplay as enjoyable as possible for players is our goal! We guarantee if you join our server, you won’t be disappointed. It features a friendly community with staff members available to assist you with gameplay whenever necessary.

play.magbungkal.net:19132