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:	102/100	Votes:	2627
Rating:	4.1 / 5
Celestial Crowns Worn:	5	Omnipotent Charms Created:	3
Infernal Machines Built:	1	Corrupted Trees Chopped:	3
Dragon Eggs Found:	3701	Celestial Blades Sharpened:	12
Infinite Knowledge Scrolls Discovered:	1	Cozy Campfires Lit:	25
Fabled Crowns Discovered:	4	Mythical Beasts Vanquished:	1
Zombie Dances:	7	Undead Armies Raised:	4
Celestial Gardens Planted:	2	Evil Twin Fights:	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! 🤪🔥🎮

United Lands

Economy, PvE, PvP, Roleplay, Survival, Towny

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Players:	91/200	Votes:	320
Rating:	4.5 / 5
Enchanted Teapots Collected:	9	Evil Lairs Raided:	4
Demon Skulls Collected:	16	Elemental Temples Cleansed:	4
Reality-Bending Puzzles Solved:	0	Rainbows Spotted:	10
Fairy Circles Danced In:	11	Celestial Blades Sharpened:	13
Celestial Dragons Tamed:	1	Warlock Pacts Sealed:	1
Cursed Swords Broken:	3	Cursed Artifacts Recovered:	18
Flesh-Eating Plants Grown:	4	Endless Night Skies:	5

United Lands is a Towny-based Earth SMP that integrates peace, war, economies and events thanks to our unique mechanics. We are a friendly server with an active Discord and community as well as a helpful staff team. Our Earth map is on a 1:500 scale that goes alongside a Resource world, Nether and End. These last three worlds reset at the end of each month. Settle a town with your friends or brave it alone with Towny – develop your lands into thriving nations and empires that span the globe. In addition to this, we often hold events on our Discord and on the Minecraft server itself which are always looked forward to by our players. Discord events can contain games nights and watch-alongs, whereas our in game events can include skin contests, minigame events or server-wide mechanic changes in limited time events. You can progress in-game to a powerful position with our in game perks menu where you can buy additional abilities and privileges with the money earned from our balanced jobs, trade, and war system. Strictly cosmetic donator perks are also available on our website to those who want to show off a bit more. The server is constantly changing and updating for the better with changelogs coming out almost weekly containing new fixes and plugins. Custom items like you’ve never seen them before! Food, tools, and blocks that offer completely new gameplay experiences beyond just more options on what to eat are here. Grow new custom trees that have their own unique mechanics and drops or brew amazing alcohols using them. You can even change the biome you’re standing in with our new tools! Take a look at our handcrafted website that provides incredible insight into the server with pages dedicated to towns and players with real time map locations! Our server is not limited to Java players only, with our new parity update Bedrock players can join in on the fun too! Look at our website under the “Bedrock Joining” article on the info tab to learn how to connect. IP: mc.unitedlands.org Bedrock Port: 19132 Website: unitedlands.org Discord: discord.gg/unitedlands Map: unitedlands.org/maps

mc.unitedlands.org

BrokenThrone

Bedwars, Cross-Play, MCMMO, OneBlock, PvE, PvP, Survival

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Players:	100/200	Votes:	6348
Rating:	4.3 / 5
Lunar Scepters Activated:	5	Mineshafts Explored:	2
Whispering Caves Entered:	4	Alien Abductions:	2
Unseen Monsters Slain:	2	Inverted Worlds Discovered:	0
Powerful Allies Recruited:	3	Mimic Chests Discovered:	4
Frozen Fortresses Conquered:	1	Leprechaun Gold Stolen:	4
Horror Stories Survived:	2	Alternate Realities Explored:	1
Divine Relics Bestowed:	7	Dragon Eggs Found:	3599

Welcome to BrokenThrone, the ultimate Minecraft server experience! We’re thrilled to have you here!IP Address: Java: play.brokenthrone.xyz Bedrock: play.brokenthrone.xyzServer Features: • Cracked • Player-driven economy with player shops and auctions • Grief protection to ensure your builds are safe • RPG-style leveling and skills • Custom Enchants • ETC

play.brokenthrone.xyz

Melon Cloud

Economy, MCMMO, PvP, Survival

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Players:	98/500	Votes:	7372
Rating:	4.9 / 5
Alien Abductions:	1	Cursed Swords Broken:	1
Unseen Monsters Slain:	5	Invisible Walls Found:	2
Herobrine Sightings:	6	Godly Talismans Bestowed:	13
Endless Staircases Climbed:	2	Vampire Cloaks Sewn:	2
Orbs of Power Found:	12	Astral Mages Summoned:	4
Meteorites Collected:	4	Underground Cities Explored:	2
Endless Mazes Solved:	1	Dimensional Collapse Prevented:	2

Playing Melon Cloud you can forget about pay to win here, everyone’s got a fair shot at fun. We spice things up with free custom monthly textures that’ll give your gameplay a fresh twist without breaking the bank.Enjoy the freedom of soaring through the skies with the /fly command – because who doesn’t love a little virtual airtime? But what really makes Melon Cloud a blast is our awesome community. Whether you’re a Minecraft veteran or a total newbie, our players are all about making you feel right at home.

play.meloncloud.net

Mantic Network

Economy, Mini Games, Parkour, PvE, PvP, Survival, Vanilla

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Players:	99/400	Votes:	4509
Rating:	4.1 / 5
Dimensional Collapse Prevented:	1	Haunted Redstone Contraptions Built:	6
Vanishing Structures Built:	3	Omnipotent Charms Created:	2
Enchantments Applied:	95	Frozen Fortresses Conquered:	4
Shadow Wolves Tamed:	2	Phantom Rings Equipped:	22
Haunted Chests Opened:	8	Wishing Wells Wished Upon:	4
Mystical Amulets Crafted:	41	Legendary Items Repaired:	3
Cursed Biomes Uncovered:	5	Celestial Events Witnessed:	1

We are a fast growing, friendly and fun Minecraft server community. Mantic server was originally founded back in 2015.Come give it a try at mso.mantic.gg

mso.mantic.gg

Ruby

Economy, MCMMO, Parkour, PvP, Survival, Towny

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Players:	103/100	Votes:	2794
Rating:	4.6 / 5
Ethereal Dreams Experienced:	27	Animals Bred:	168
Fabled Crowns Discovered:	5	Evil Portals Destroyed:	1
Necronomicon Pages Collected:	3	Zombie Dances:	10
Epic Quests Completed:	5	Lunar Scepters Activated:	11
Dimensional Rifts Closed:	2	Elemental Crystals Collected:	94
Shadow Realms Conquered:	0	Pockets of Chaos Discovered:	4
Chaos Gates Opened:	3	Dragon Scales Harvested:	252

Welcome to Ruby! We are an online community with an extra focus on togetherness, inclusion and friendship. Here you can meet safely no matter who you are. We want everyone to experience development and mastery at Rubinen. We have Survival, Creative, Dungeons, Parkour, Spleef, Towny, Events, KeepInventory, Voteparty, Competitions, PvP and more!

Rubinen.no

DraconityMC

Cross-Play, Economy, PvE, PvP, Survival

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Players:	109/1000	Votes:	810
Rating:	4.4 / 5
Enchanted Weapons Reforged:	7	Glowing Eyes in the Dark:	1
Secret Guilds Joined:	1	Pirate Ghost Ships Conquered:	3
Celestial Gardens Planted:	8	Void Armor Forged:	17
Moonlit Rituals Performed:	4	Demonic Pacts Formed:	1
Mystic Mirrors Unlocked:	2	Soulbound Rings Equipped:	9
Cosmic Entities Communed With:	1	Dimension-Hopping Bunnies Found:	3
Dragon Hoards Looted:	1	Nightmare Scenarios Survived:	2

Cross-Play! Anyone can join from any launcher!!DraconityMC – SURVIVAL KINGDOMS– Custom Mobs: Fully customized passive and hostile mobs, as well as interactive pets with skills and abilities! – Custom World Generation: Completely reworked world generation, featuring hundreds of varieties of biomes filled with custom mobs! – Outposts: Fight for rulership of the four biome outposts, but fight off the ogres, vikings, ents, and bandits! – Boss Fights: Daily varieties of custom textured boss spawns with OP rewards! – Skills: Redesigned custom McMMO skills, RPG style! Level up for rewards! – Battlepass: Featuring hundreds of fresh quests to face every season, with a balanced VIP battlepass access! – New Enchantments: Completely reworked enchantment system, featuring a wizard NPC for all your enchantment needs! – Kingdoms: Build and form the strongest kingdom on the server, and declare war on other kingdoms for power! If you just wanna chill and build, you can turn this feature off and sit back and watch the chaos! – Gems Shop: Buy keys, cosmetics, wardrobe items, and much more with gems! – Dungeons: Grind through the levels of the dungeons for unique rewards and challenging battles from our custom mobs and bosses! + much more!: We have so many amazing features that we can’t even list them all, so come check it out now!

play.draconitymc.com

GuildCraft Network

Creative, Economy, Prison, PvP, Skyblock, Survival

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Players:	102/800	Votes:	9314
Rating:	4.6 / 5
Mystical Artifacts Crafted:	6	Living Statues Befriended:	0
Phantom Horses Ridden:	1	Giant Mushrooms Cultivated:	4
Enchanted Tomes Discovered:	156	God-Killer Bows Constructed:	8
Crystal Palaces Visited:	1	Glowing Eyes in the Dark:	3
Holy Grails Found:	1	Doomsday Clocks Constructed:	0
Titan Hearts Harvested:	5	Magical Frogs Kissed:	8
Votes:	8420	Reality-Warping Charms Crafted:	3

Welcome to GuildCraft network!We offer many different games with our custom made plugins, maps, and games.

play.guildcraft.net

NostalgiaCraft

Economy, PvE, Survival, Vanilla

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Players:	105/600	Votes:	7991
Rating:	4.6 / 5
Reality Distortions Fixed:	3	Wilderness Tamed:	7
Evil Portals Destroyed:	2	Time-Warping Watches Found:	3
Cursed Biomes Uncovered:	2	Dragon Eggs Hatched:	3
Frozen Fortresses Conquered:	4	Mineshafts Explored:	1
Quantum Bards Serenaded:	2	Endless Mazes Solved:	4
Celestial Crowns Worn:	5	Cursed Diamonds Mined:	6
Gnome Villages Protected:	5	Fairy Circles Danced In:	6

mc.nostalgiacraft.fun

ArcherMC

Creative, Economy, Factions, KitPvP, Parkour, Prison, PvP

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Players:	96/500	Votes:	1076
Rating:	4.4 / 5
Evil Lairs Raided:	3	Spells Gone Horribly Wrong:	9
Cursed Gauntlets Discovered:	3	Endless Night Skies:	3
Unicorn Parades Witnessed:	1	Legendary Armor Sets Assembled:	29
Endless Minecart Rides Taken:	3	Teleportation Mishaps:	3
Runic Tablets Deciphered:	36	Reality Warps Survived:	2
Astral Projections Made:	4	Leprechaun Gold Stolen:	2
Phantom Rings Equipped:	25	Fabled Crowns Discovered:	8

Number 1 OP server with tons of unique features: plots, gangs, drugs, explosive items, cheapest donor ranks, custom mines, and the ultimate experience! We have rankups from A-Z as well as 26 custom built amazing mines to fit them! All players can have their own plots and gangs! What are you waiting for?! Join now!

mc.archermc.net

SpongeCraft

Economy, Survival, Towny

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Players:	94/1000	Votes:	8895
Rating:	4.1 / 5
Legendary Scepters Created:	2	Ancient Relics Unearthed:	193
Mineshafts Explored:	5	Wishing Wells Wished Upon:	12
Horror Stories Survived:	3	Whispering Shadows Heard:	3
Forbidden Doors Opened:	2	Crystal Palaces Visited:	1
God-Killer Bows Constructed:	5	Cosmic Hamsters Found:	3
Cursed Artifacts Recovered:	20	Ethereal Couriers Hired:	5
Enchanted Teapots Collected:	19	Potions Brewed:	141

Custom Enchants, Multi SlimeFun Addons, in-game ranks, and more!ABOUT US:A new server, with a community rooted from over 6 years back, SpongeCraft is a close knit and active group of people that offers an experience like no other! We welcomes people of all ages, backgrounds, and interests, so you’re sure to meet many new friends. SpongeCraft is a friendly, mature SMP type server with many unique perks you’ll love and enjoy with a large focus on the community!

play.spongecraft.net

Nest GSG

Economy, MCMMO, PvE, PvP, Survival, Vanilla

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Players:	97/200	Votes:	4211
Rating:	4.3 / 5
Vanishing Structures Built:	1	Interstellar Fungi Gathered:	3
Living Statues Befriended:	1	Zombie Dances:	10
Chaos Gates Opened:	1	Cursed Diamonds Mined:	4
Whispering Caves Entered:	8	Titan Hearts Harvested:	2
Cursed Biomes Uncovered:	8	Enchanted Forests Planted:	8
Eerie Music Discs Played:	1	Lost Artifacts Recovered:	1
Ender Chest Mysteries Uncovered:	1	Duplicated Mobs Battled:	4

The GSG Network is in an incredible phase!! Forget everything you’ve heard about the network in the past and come give your future favorite server a try.Currently, the Águia Server – 1.20+ is active The server is cross-platform – Java and Bedrock Survival mode with 3 different worlds to choose from Exclusive perks available in each world Box system with new arrivals per season Tournament System Ground Protection System VIP system mcMMO skills Clan System with War Event

gsgserver.com.br

KoalaServers

Creative, Cross-Play, MCMMO, PvP, Survival, Vanilla

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Players:	94/100	Votes:	3378
Rating:	4.1 / 5
Glorious Feasts Held:	10	Chaos Emeralds Discovered:	5
Dungeon Sieges Launched:	7	Ender Dragon Reincarnations:	2
Evil Portals Destroyed:	1	Gods Slained:	1
Lost Artifacts Recovered:	1	Falling into the Void:	3
Mimic Chests Discovered:	1	Magical Moments Shared:	16
Battle Standards Raised:	5	Forbidden Tomes Read:	2
God-Tier Weapons Forged:	44	Arcane Towers Raised:	4

Welcome, our aim is for a close to vanilla taste, but with the added flavor of jobs, economy, player ran shops, and warps. We are generous with claim blocks too as we feel it’s fair to allow players to protect their bases no matter how big the project! Come join our chill community and enjoy some unique Aussie ranks!

play.koalaservers.net

AstraMC

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

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Players:	98/400	Votes:	7577
Rating:	4.7 / 5
Astral Amulets Crafted:	41	Soulbound Rings Equipped:	13
Immortal Anvils Forged:	11	Magic Scrolls Discovered:	1
Crystal Palaces Visited:	3	Titanic Battles Fought:	19
Dungeon Sieges Launched:	6	Cursed Villages Purged:	1
Lava Oceans Crossed:	2	Magical Frogs Kissed:	4
New Chunks Explored:	585093	Cosmic Hamsters Found:	5
Cursed Scrolls Read:	4	Curse of Binding Applied:	4

– Cute pets that will follow you around, you can ride and have skill trees! – We have a premium land claiming plugin with extreme customization for better protection – We have tag’s to show off some style and some new cosmetics in the works as well~ – Farming and player based economy! Farm to become the richest on the server or make a shop and join the kings of the economy – Skill’s for those that like a little bit of a rpg twist on their favorite game~ – New collectible’s each month, if you get lucky you can sell them for millions later – Amazing events hosted throughout the year for all to participate in! – Active staff members, owners and mangement as well as active socials and one or two small content creators! – Currently in the works of working on turning into a server network with multiple gamemodes and something for everyone to enjoy~

play.astra-mc.net

Phloxnew

Cross-Play, Economy, Survival

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Players:	100/900	Votes:	4885
Rating:	4.2 / 5
Enchanted Tomes Discovered:	33	Glitched Entities Encountered:	4
Ether Blades Crafted:	12	Whispering Shadows Heard:	3
Haunted Mirrors Gazed Into:	3	Phantom Horses Ridden:	2
God-Tier Weapons Forged:	32	Quantum Bards Serenaded:	4
Holy Grails Found:	5	Enchanted Weapons Reforged:	4
Gnome Villages Protected:	5	Lunar Eclipses Witnessed:	3
Epic Shields Constructed:	25	Fabled Crowns Discovered:	3

Phlox is a newly opened no-grief Survival server that offers many custom-made features to make your playing experience better. Play alone or create a guild with your friends! We have a chill and welcoming community, and we hope to see you soon!You can also vote for us to rank up in-game!Bedrock IP: play.phloxmc.net:19132

play.phloxmc.net

Mythical Empires Server

MCMMO, PvE, PvP, Roleplay, Survival

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Players:	96/100	Votes:	2732
Rating:	5.0 / 5
Wilderness Tamed:	8	Towns Built:	9
Wyrmholes Dug:	9	Teleportation Mishaps:	3
Divine Spears Created:	22	Lost Artifacts Recovered:	1
Voidwalker Blades Crafted:	3	Cosmic Hamsters Found:	5
Cozy Campfires Lit:	17	Ores Mined:	6879
Friendship Bracelets Exchanged:	38	World-Altering Spells Cast:	1
Legendary Heroes Trained:	4	Mystery Villagers Spotted:	1

-= Mythical Empires =- – Money and Tokens – Kingdoms – Jobs – Skills – Dungeons – Pets – Amazing Enchants – Boosters – Auctions – Events – Discord Support – Active staff – Friendly community

play.mythical-empires.com