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:	97/300	Votes:	8959
Rating:	4.9 / 5
Ores Mined:	8340	Mythical Creatures Tamed:	0
Ender Pearl Glitches:	1	Secret Passages Found:	2
Witch’s Brew Drunk:	17	Astral Staffs Crafted:	10
Dimensional Collapse Prevented:	0	Herobrine Sightings:	9
Shadow Wolves Tamed:	2	Astral Mages Summoned:	4
Astral Orbs Gathered:	15	Void Gems Collected:	31
Meteor Showers Witnessed:	3	Disappearing Landscapes Witnessed:	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! 🤪🔥🎮

Chaktet

Pixelmon

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Players:	103/500	Votes:	8441
Rating:	4.0 / 5
Nether Portals Gone Wrong:	2	New Chunks Explored:	352531
Crystal Caves Mapped:	3	Epic Mounts Acquired:	3
Legendary Titles Earned:	2	Hidden Sanctuaries Discovered:	3
Soul Contracts Signed:	4	Inverted Worlds Discovered:	0
Lunar Eclipses Witnessed:	3	Cursed Scrolls Read:	4
Unseen Monsters Slain:	4	Eclipse Rings Activated:	3
Dungeon Sieges Launched:	4	Cosmic Hamsters Found:	2

Enter a world of pokemon adventures! – Characteristics Some of the features that we already have or that we will be adding soon: – CLAIMS – STORE MENU – PLAYER WARPS – PLAYER HOUSES – SKILLS – KITS – DRAWINGS – DAILY REWARDS – TRADE SYSTEM – GIFT SYSTEM Discord https://discord.gg/x94HXUa4Aa

198.244.254.34

i-Pixelmon

Economy, Pixelmon, PvE, Roleplay, Survival

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Players:	98/900	Votes:	4918
Rating:	4.9 / 5
Dragon Hoards Looted:	3	Celestial Gardens Planted:	6
Enchantments Applied:	230	Villages Defended:	14
Titanic Relics Retrieved:	3	Necronomicon Pages Collected:	3
Falling into the Void:	1	Evil Twin Fights:	2
Farms Harvested:	722	Ether Blades Crafted:	8
Unique Catgirls Spotted:	3	Votes:	5351
Enchanted Weapons Reforged:	6	Runic Tablets Deciphered:	42

Want to play Pixelmon? Watch our PERSONALLY made Tutorial from this Link: WWW.TINYURL.COM/INSTALLPIXEL [NOTE] It only takes TWO Minutes To Install through our LINK Above!How is I-Pixelmon different from other servers? -Pixelmon Showdown -Battle Tower -Real Gym Leaders, Elite Four Members and Server Champion -Boss Room -Training Tower -Boss Raids -Actual Survival (Building and Mining and Land Claiming) -Keep Inventory -GTS -WonderTrade Join I-Pixelmon.com today for the ultimate Pixelmon experience!

i-Pixelmon.com

HappyCloud

Economy, Pixelmon, PvE, PvP, Survival

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Players:	97/600	Votes:	5650
Rating:	4.2 / 5
Living Shadows Defeated:	4	Invisible Pathways Walked:	4
Evil Twin Fights:	5	Magical Beanstalks Grown:	5
Eclipse Rings Activated:	1	Pockets of Chaos Discovered:	1
Sentient Weapons Trained:	3	Celestial Blades Sharpened:	14
Shadow Figures Spotted:	4	Invisible Walls Found:	2
Inescapable Mazes Solved:	4	Shadow Cloaks Sewn:	1
Ancient Guardians Awoken:	2	Eldritch Medallions Worn:	6

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:	110/1000	Votes:	3607
Rating:	4.6 / 5
Gryphons Tamed:	1	Runes Activated:	6
Infernal Machines Built:	0	Rainbows Spotted:	5
Chaos Gates Opened:	2	Endless Minecart Rides Taken:	4
Glitched Entities Encountered:	3	Votes:	183
Nether Portals Gone Wrong:	3	Phantom Knights Defeated:	4
Epic Battles Fought:	9	Vanishing Structures Built:	5
Werewolf Howls Heard:	5	Meteorite Armor Created:	12

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:	91/1000	Votes:	1548
Rating:	4.7 / 5
Battle Standards Raised:	7	Endermen Teleportation Errors:	2
Spontaneous Duels Fought:	10	Crystal Palaces Visited:	2
Storm Giants Negotiated With:	1	Zeus’s Thunderbolts Captured:	1
Ghost Trains Ridden:	2	Enchanted Armories Found:	5
God-Killer Bows Constructed:	10	Epic Bosses Defeated:	2
Treasure Maps Found:	10	Ores Mined:	5513
Ethereal Couriers Hired:	4	Endless Night Skies:	2

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:	91/400	Votes:	1308
Rating:	4.3 / 5
Players Killed by Monsters:	6674	Mythical Creatures Tamed:	5
Tesseract Cubes Discovered:	3	Living Shadows Defeated:	3
Meteor Showers Witnessed:	3	Ancient Relics Unearthed:	384
Eldritch Beasts Summoned:	2	Unsolvable Puzzles Solved:	1
Sentient Weapons Trained:	4	Celestial Crowns Worn:	2
Titanic Relics Retrieved:	1	Royal Decrees Issued:	0
Meteorite Armor Created:	20	Darkness Engulfments Escaped:	2

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:	90/900	Votes:	2841
Rating:	4.8 / 5
Talking Trees Consulted:	3	Forbidden Grimoires Read:	1
Astral Orbs Gathered:	18	Spontaneous Duels Fought:	15
Ethereal Couriers Hired:	1	Corrupted Trees Chopped:	4
Dragon Scales Harvested:	142	Animals Bred:	10
Time-Traveling Monkeys Met:	2	Divine Relics Bestowed:	10
Votes:	7054	Inescapable Mazes Solved:	3
Parallel Universes Unraveled:	1	Magic Items Found:	3065

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:	90/900	Votes:	1626
Rating:	4.5 / 5
Whimsical Tea Parties Held:	15	Shadow Wolves Tamed:	2
World-Altering Spells Cast:	1	Whispering Shadows Heard:	0
Hedge Mazes Navigated:	9	Falling into the Void:	0
Reality-Warping Charms Crafted:	4	Dragonfire Shields Forged:	2
Enchantments Applied:	172	Secret Passages Found:	8
Omnipotent Charms Created:	1	Evil Twin Fights:	5
Storm Giants Negotiated With:	0	Endless Night Skies:	3

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:	104/800	Votes:	2992
Rating:	4.4 / 5
Phantom Ships Sailed:	2	Corrupted Trees Chopped:	5
Pirate Ghost Ships Conquered:	2	Talking Trees Consulted:	3
Ghost Miner’s Tools Found:	4	Glitched Entities Encountered:	3
Quantum Bards Serenaded:	4	Zombie Dances:	4
Divine Relics Bestowed:	14	Magical Frogs Kissed:	4
Werewolf Howls Heard:	2	Ores Mined:	4315
Legendary Heroes Trained:	7	Heroic Oaths Sworn:	24

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:	95/500	Votes:	5512
Rating:	4.3 / 5
Mythical Beasts Vanquished:	0	Heroic Legacies Created:	6
Backwards Speech Heard:	6	Dragons Tamed:	0
Spectral Entities Defeated:	5	Cursed Villages Purged:	2
Soulbound Rings Equipped:	11	Crystal Caves Mapped:	6
Nether Portals Gone Wrong:	1	Evil Twin Fights:	5
Demon Skulls Collected:	20	Magic Scrolls Discovered:	4
Ancient Ruins Explored:	1	God-Killer Bows Constructed:	8

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:	105/400	Votes:	7586
Rating:	4.9 / 5
Chimeras Created:	1	Demon Skulls Collected:	43
Blood-Forged Axes Created:	12	Galactic Jellyfish Caught:	1
Cuddly Creatures Pet:	50	Undead Armies Raised:	1
Mythical Swords Crafted:	54	Lunar Eclipses Witnessed:	3
Cursed Gauntlets Discovered:	5	Dimension-Hopping Bunnies Found:	2
Cursed Villages Purged:	4	Heroic Legacies Created:	4
Eerie Music Discs Played:	3	Whispering Shadows Heard:	4

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:	92/300	Votes:	9601
Rating:	4.9 / 5
Eldritch Beasts Summoned:	0	Mythical Swords Crafted:	37
Warlock Pacts Sealed:	2	Shattered Realms Restored:	0
Teleportation Mishaps:	2	Pirate Ghost Ships Conquered:	1
Leprechaun Gold Stolen:	4	Mystery Villagers Spotted:	1
Chimeras Created:	4	Eldritch Medallions Worn:	12
Elemental Temples Cleansed:	4	Corrupted Chunks Fixed:	1
Alternate Realities Explored:	5	Animals Bred:	195

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:	90/400	Votes:	1489
Rating:	4.4 / 5
Legendary Titles Earned:	1	Eldritch Abominations Befriended:	1
Ghost Miner’s Tools Found:	3	Flesh-Eating Plants Grown:	3
Pirate Ships Captured:	3	Lunar Eclipses Witnessed:	1
Whispering Caves Entered:	6	Forbidden Tomes Read:	2
Infinity Stones Found:	6	Forbidden Relics Collected:	3
Votes:	3489	Hidden Passages Discovered:	7
Dragons Tamed:	5	Star Shards Collected:	83

play.mundopixelnet.com

MC PGST

Economy, Pixelmon, Survival

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Players:	105/700	Votes:	7262
Rating:	4.5 / 5
Portal Loops Escaped:	1	Arcane Secrets Unlocked:	13
Crystal Caves Mapped:	4	Mystic Runes Engraved:	5
Magical Frogs Kissed:	2	Wailing Winds Heard:	2
Magic Items Found:	8271	Eternal Flames Captured:	4
Talking Trees Consulted:	4	Dimensional Rifts Closed:	4
Mystic Mirrors Unlocked:	4	Vampire Cloaks Sewn:	2
Potions Brewed:	48	Glitched Entities Encountered:	4

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:	91/400	Votes:	4505
Rating:	4.1 / 5
Farms Harvested:	135	Paranormal Events Investigated:	5
Enchanted Teapots Collected:	14	Ancient Ruins Explored:	5
Crystal Caves Mapped:	4	Elemental Temples Cleansed:	4
Cryptic Prophecies Deciphered:	6	Void Gems Collected:	13
Gnome Villages Protected:	3	Royal Courts Attended:	3
Endless Staircases Climbed:	2	Gorgon Shields Crafted:	4
Immortal Potions Brewed:	14	Magical Familiars Summoned:	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