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:	96/500	Votes:	2181
Rating:	4.7 / 5
Treasure Maps Found:	11	Emeralds Found:	2336
Glorious Feasts Held:	15	Mystic Mirrors Unlocked:	1
Zeus’s Thunderbolts Captured:	2	Goblin Markets Raided:	4
Gryphons Tamed:	2	Celestial Crowns Worn:	2
Cursed Artifacts Recovered:	22	Magical Ponies Rescued:	7
Portal Loops Escaped:	3	Elemental Forces Harnessed:	11
Mysterious Portals Opened:	5	Mystical Artifacts Crafted:	10

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! 🤪🔥🎮

Rebirth of Balkan – Network

OneBlock, PvE, PvP, Skyblock, Survival

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Players:	94/300	Votes:	9304
Rating:	4.9 / 5
Forgotten Legends Remembered:	3	Treasure Maps Found:	8
Runes Activated:	4	Unholy Beasts Tamed:	3
Reality-Bending Puzzles Solved:	4	Talking Trees Consulted:	4
Friendship Bracelets Exchanged:	70	Secret Libraries Discovered:	2
Endless Mazes Conquered:	2	Gorgon Shields Crafted:	2
New Chunks Explored:	666746	Leprechaun Gold Stolen:	4
Nightmare Scenarios Survived:	3	Glorious Feasts Held:	5

Minecraft Rebirth of Balkan – Network Server ip: play.rebirthofbalkan.com Server forum: https://rebirthofbalkan.com/Minecraft/ Discord: https://discord.gg/SQxbFYs6t7 Minecraft version: 1.8-1.20x Since: 2011Servers: Survival SkyBlock Hub OneBlock PrisonCome, we are waiting for you!

178.33.34.224

MineHeart

Cross-Play, Earth, LifeSteal, PvP, Survival

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Players:	91/500	Votes:	7589
Rating:	4.0 / 5
Legendary Armor Sets Assembled:	45	Spontaneous Duels Fought:	3
Enchanted Armories Found:	2	Moonlit Rituals Performed:	3
Magical Frogs Kissed:	3	Vanishing Structures Built:	3
Living Shadows Defeated:	4	Dragonfire Shields Forged:	4
Cursed Artifacts Recovered:	10	Eldritch Beasts Summoned:	2
Leprechaun Gold Stolen:	3	Enchanted Weapons Reforged:	4
Lost Artifacts Recovered:	1	Magic Crystals Found:	6

play.mineheart.net

Fairytales

Cross-Play, MCMMO, Survival

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Players:	110/600	Votes:	1581
Rating:	4.4 / 5
Rainbows Spotted:	7	Crystal Caves Mapped:	3
Mystical Amulets Crafted:	38	Whispering Shadows Heard:	3
Falling into the Void:	0	Haunted Chests Opened:	7
Celestial Dragons Tamed:	3	Chaos Emeralds Discovered:	4
Chaos Gates Opened:	3	Unholy Rituals Interrupted:	0
Reality Warps Survived:	1	Tesseract Cubes Discovered:	5
Cryptic Prophecies Deciphered:	6	Mystery Villagers Spotted:	6

Java IP: mc.fairy-tales.uk Bedrock IP: mc.fairy-tales.uk Port: 19132 Discord: discord.gg/fairytalesFairytales SMP is a magical community server for everyone! With Fairy Origins for a modded server feel. Be the fairy of your dreams with different magical abilities such as flying around, permanent water breathing and the ability to survive in lava. There’s something for everyone!Grief Protected, Cross-Compatible Java and Bedrock Edition!

mc.fairy-tales.uk

Trollrace Network

PvE, Skyblock, Survival

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Players:	90/900	Votes:	2988
Rating:	4.3 / 5
Arcane Secrets Unlocked:	18	Darkness Engulfments Escaped:	3
Dragon Eggs Found:	7324	Disappearing Landscapes Witnessed:	2
Crops Grown:	2119	Divine Spears Created:	12
Heroic Legacies Created:	2	Dragonfire Shields Forged:	9
Fabled Crowns Discovered:	8	Legendary Armor Sets Assembled:	18
Soulbound Rings Equipped:	9	Zombie Dances:	1
Ethereal Dreams Experienced:	17	Whispering Caves Entered:	7

Join DoniBobes on his newest Minecraft Network. Are you the Troll? or will you get trolled?Play online, and maybe you will be in Doni’s next YouTube Video

mc.trollrace.net

MCexp

Skyblock, Survival, Vanilla

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Players:	93/300	Votes:	5641
Rating:	4.1 / 5
Parallel Universes Unraveled:	2	Animals Bred:	171
Heroic Deeds Celebrated:	3	Buildings Constructed:	48
Haunted Mirrors Gazed Into:	1	Soul Swords Wielded:	3
Goblin Armies Outwitted:	9	Infinite Knowledge Scrolls Discovered:	1
Portal Loops Escaped:	2	Lost Souls Rescued:	4
Underground Cities Explored:	3	Mythical Quests Completed:	28
Time Loop Anomalies Resolved:	2	Goblin Markets Raided:	7

Minecraft Experience was born with the aim of bringing players together by creating a solid community based on mutual respect. we have various modes including: Vanilla Experience: If you’re looking for a quiet vanilla game where grief is forbidden and playing together is the basis of the mode, then this is for you! Staffers present 99% of the time, shops created in vanilla by the players, official server shop and every Sunday at 3pm a fantastic giveaway. SkyBlock Experience: Are you looking for a totally unique skyblock? Skyblock Experience is completely unique and spectacular! OpPrison: A one of a kind OpPrison, many ranks and a fantastic map!!!

mcexp.it

BrasilCraft

Economy, MCMMO, Mini Games, PvP, Skyblock, Survival

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Players:	104/900	Votes:	3049
Rating:	4.1 / 5
Celestial Events Witnessed:	4	Unicorn Sightings:	0
Zeus’s Thunderbolts Captured:	3	Horror Stories Survived:	5
Eternal Flames Captured:	4	Legendary Titles Earned:	3
Lava Oceans Crossed:	2	Players Killed by Monsters:	7958
Nether Portals Gone Wrong:	3	Dimensional Rifts Closed:	1
Infinity Gauntlets Forged:	1	Backwards Speech Heard:	3
Lunar Eclipses Witnessed:	1	Royal Decrees Issued:	5

BrasilCraft Servers 100% Brazilian Version 1.8x – 1.20x Servers > IP: jogarbrasilcraft.com > Server Name: BrasilCraft > Server Version 1.8x – 1.20x > Servidor Slimefun > Facebook page: https://www.facebook.com/BrasilCraft > Discord Do Servidor: https://discord.gg/pzzfBB5f4H > Instagram: https://www.instagram.com/brasilcraft… >Twitter: https://twitter.com/_BrasilCraft_ >Site: https://www.brasilcraft.net >YouTube: https://www.youtube.com/@BrasilCraft

jogarbrasilcraft.com

realme

Mini Games, PvP, Skywars, Survival

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Players:	100/1000	Votes:	5349
Rating:	4.1 / 5
Ores Mined:	3434	Ancient Guardians Awoken:	2
Astral Orbs Gathered:	13	Powerful Allies Recruited:	4
Magic Crystals Found:	11	Voidwalker Blades Crafted:	4
Magical Carpet Rides Taken:	4	Hidden Villages Discovered:	1
Cursed Artifacts Uncovered:	3	Infernal Machines Built:	0
Unicorn Parades Witnessed:	2	Mythical Relics Collected:	7
Infinity Stones Found:	2	Dimension-Hopping Bunnies Found:	2

Finnish Minecraft server! From us you can find e.g. Survival, Battle Royale, Bounty Hunter and Finland’s best SkyWars!

realmi.fi

Dextrality

Factions, Hardcore, MCMMO, PvE, PvP, Raiding, Roleplay

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Players:	101/300	Votes:	4987
Rating:	4.1 / 5
Hidden Villages Discovered:	2	Star Shards Collected:	106
Celestial Gardens Planted:	4	Meteorite Armor Created:	12
Arcane Towers Raised:	2	Cursed Taverns Survived:	4
Magic Wands Crafted:	23	Cursed Diamonds Mined:	1
Glorious Feasts Held:	8	Blood-Forged Axes Created:	7
Dragon Eggs Found:	927	Void Gems Collected:	37
Whispering Caves Entered:	5	New Chunks Explored:	769649

Welcome to this vast and exciting world, brave adventurer! But be careful, you can’t just walk around here like it’s nothing, as there are certain rules you must follow so you don’t end up being exiled from humanity, your land, and the world. So get ready to challenge your limits, explore incredible places and face epic challenges while following the rules and becoming a real hero of this great adventure!

play.dextrality.net

Dragon Block Apollo

Economy, Factions, PvE, PvP, Survival

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Players:	107/100	Votes:	226
Rating:	4.5 / 5
Dimensional Collapse Prevented:	0	Interstellar Fungi Gathered:	0
Ethereal Couriers Hired:	3	Divine Scrolls Written:	6
Moonlit Rituals Performed:	3	Cursed Artifacts Recovered:	27
Hidden Passages Discovered:	6	Endermen Teleportation Errors:	2
Cursed Statues Activated:	2	Magical Ponies Rescued:	7
Epic Weapons Forged:	2	Phantom Knights Defeated:	3
Cryptic Prophecies Deciphered:	1	Players Killed by Monsters:	6257

1.7.10 Modded Server, please follow this installation guide: – https://www.youtube.com/watch?v=XlgzVBIYBywThe forefront of the Dragon Block server community! 1.2.5 / GT Update is now released and available for everyone to play! Check out our website for the full Change-Log! apollomcnetwork.net/dbchomeJoin our community of over 50,000 registered players along with over 10,000 Discord members, join today to experience the premiere Dragon Block Experience.– 240 Main Story Quests !Recently Revamped! – 6 Carefully created races !New Race Majin! – Human, Saiyan, Half-Saiyan, Namekian, Arcosian, and Majin – 7+ Forms per Race! – 4 Servers across North America (3) and Europe (1) – Multiplayer Questing! (Party / Co-Op Questing) !Recently Revamped! – Active player base – And Much More!

DBC.ApolloNetworkMC.net

MineBox Network

Creative, Economy, Mini Games, Skyblock, Skywars, Survival

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Players:	100/800	Votes:	6430
Rating:	4.5 / 5
Eldritch Beasts Summoned:	0	Cursed Gauntlets Discovered:	5
God-Tier Weapons Forged:	10	Glorious Feasts Held:	14
Living Shadows Defeated:	3	Goblin Armies Outwitted:	5
Mystery Villagers Spotted:	5	Enchantments Applied:	140
Bizarre Potions Brewed:	8	Cuddly Creatures Pet:	25
Holy Grails Found:	1	Celestial Events Witnessed:	5
Ender Pearl Glitches:	3	Blood Moons Survived:	0

Do you need a high-performance Minecraft community? Join MineBox Network! We are the number one server in quality and modalities, we take our work very seriously to progress as much as possible. We have been online for more than 5 years!

mcs.minebox.es

TavernMC

Cross-Play, Economy, MCMMO, PvE, PvP, Raiding, Survival

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Players:	97/900	Votes:	9753
Rating:	5.0 / 5
Love Letters Sent:	4	Lunar Scepters Activated:	9
Dimensional Rifts Closed:	2	New Chunks Explored:	601743
Towns Built:	6	Warrior Spirits Summoned:	14
Heroic Deeds Celebrated:	14	Warlock Amulets Crafted:	13
Mythical Swords Crafted:	99	Glitched Entities Encountered:	0
Living Statues Befriended:	0	Star Shards Collected:	295
Spectral Entities Defeated:	2	Glowing Eyes in the Dark:	6

TavernMC is a Survival Minecraft server that adds a ton of new layers to the game. Players can team up with their friends, and explore a massive world with beautiful biomes. Be careful! because there are bears, and other creatures that spawn. Go on quests, take on some jobs, and level up to become the strongest. What makes this server unique? – Custom Mobs (Bears, Racoons, Skunks, and Bosses) – Custom Items (Ones that are better than netherite) – Custom Biomes (Over 80+ Beautiful biomes to explore) – Meant for both Casual Players and PVPers

tavernmc.net

Roleplay Hub

Anarchy, Economy, Roleplay, Survival

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Players:	93/500	Votes:	3577
Rating:	4.8 / 5
Mythical Creatures Tamed:	3	Cryptic Prophecies Deciphered:	3
Chaos Orbs Controlled:	5	Titan Hearts Harvested:	3
Dragons Adopted as Pets:	5	Heroic Oaths Sworn:	16
Villages Defended:	18	Unsolvable Puzzles Solved:	2
Goblin Armies Outwitted:	4	Frozen Fortresses Conquered:	2
Haunted Mirrors Gazed Into:	3	Ores Mined:	7489
Mythical Relics Collected:	16	World-Altering Spells Cast:	1

mc.roleplayhub.net

Loka

Economy, Factions, PvP, Survival, Towny

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Players:	95/400	Votes:	8132
Rating:	4.2 / 5
Alternate Realities Explored:	5	Underground Cities Explored:	2
Ghostly Villagers Traded With:	4	Legendary Heroes Trained:	1
Epic Bosses Defeated:	5	Wilderness Tamed:	8
Volcanoes Explored:	3	Battle Standards Raised:	13
Duplicated Mobs Battled:	3	Forbidden Tomes Read:	1
Buildings Constructed:	20	Epic Battles Fought:	7
Doomsday Clocks Constructed:	2	Evil Lairs Raided:	2

Loka is a Semi-Vanilla, PvP Survival Server that uses custom plugins to create a one of a kind Minecraft experience. Loka features a custom-written Territorial Conquest System, a very rich story, unique, talent-based Battlegrounds, ELO-rated Arenas, a custom Market, Thievery, and World Events.Loka’s biggest feature, Territories, is custom system wherein Towns vie for control of static Territory Nodes throughout our three Continents. The strongest Town or Alliance at the end of each month becomes the Capital of Loka and gets to implement global policies. Alliances, Enemies, Friends, and Mortal Enemies have been forged and destroyed through our Territory System. Territorial Conquest, Custom World, Towns, Town Industries, Jobs, PvP, Powerful Market, Thievery, Story.

play.lokamc.com

From PokeBa

Economy, Factions, Parkour, Pixelmon, PvE, PvP, Survival

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Players:	110/1000	Votes:	5716
Rating:	4.5 / 5
Haunted Chests Opened:	5	Soul Swords Wielded:	4
Omnipotent Charms Created:	1	New Chunks Explored:	177445
Ethereal Couriers Hired:	2	Godly Talismans Bestowed:	16
Teleportation Mishaps:	3	Cursed Gauntlets Discovered:	4
Haunted Redstone Contraptions Built:	7	Love Letters Sent:	6
Twisted Realms Survived:	1	Haunted Mirrors Gazed Into:	2
Secret Guilds Joined:	5	Warlock Pacts Sealed:	0

Dear PokeBalta family!We look forward to bringing you exciting news after a long wait! Our brand new season is at the door and we are sure that we will fascinate you once again with the innovations we bring. Here are some special features we have prepared for you: Version 1.16.5 and Latest Pixelmon, Exclusive Datapack, WARZONE Add-on, Fun Activities, Server Exclusive Costumes, Dungeons and MoreDon’t forget to follow our social media accounts and forums so you don’t miss this season full of exciting innovations. We look forward to collecting unique memories together in our new season! Are you ready? We are ready! We welcome you to this magical adventure. See you later!

play.pokebalta.com.tr

RealBox

Bedwars, Economy, Mini Games, PvP

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Players:	101/300	Votes:	5950
Rating:	4.5 / 5
Endless Mazes Conquered:	1	Demonic Pacts Formed:	0
Corrupted Chunks Fixed:	2	Blood Moons Survived:	2
Phantom Rings Equipped:	16	Unicorn Parades Witnessed:	3
Cursed Statues Activated:	1	Dragon Eggs Found:	3573
Curse of Binding Applied:	2	Epic Quests Completed:	12
Cursed Artifacts Recovered:	24	Cursed Taverns Survived:	3
Ender Pearl Glitches:	2	Dark Rituals Completed:	5

BoxPvP server. Features: Powerful hosting, nearly best anti-cheat system possible, premium plugins

play.realbox.fun