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Spectral Wrapped 2023

SL i-League Invitational Season 3 Minor

Dota 2 Pro Circuit Minor

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Explain this to me
Team pickban stats include drafting stats of the team, as well as stats of their opponents (most picked and banned heroes against the team). Ranks are using team's picks and enemy bans stats (and vice versa). Higher team's rank means the hero is strong for the team, higher enemy's rank means the hero is stronger against the team. R-Ranks show the least effective heroes among the most frequent ones.
Columns
TotalTeamEnemy
HeroMatchesContest RateRankRev-RankPickedPickrateWinrateWR w/oBannedBanrateWinrateWR w/oRankRev-RankPickedPickrateWinrateWR w/oBannedBanrateWinrateWR w/o
earthshakerEarthshaker4100.00%80.0070.00125.00%0.00%0.00%00.00%0.00%0.00%100.0032.50250.00%100.00%200.00%125.00%100.00%100.00%
necrolyteNecrophos4100.00%85.0010.0000.00%0.00%0.00%125.00%0.00%0.00%95.0062.50250.00%100.00%200.00%125.00%100.00%100.00%
broodmotherBroodmother4100.00%85.0017.5000.00%0.00%0.00%250.00%0.00%0.00%62.5095.00125.00%100.00%133.33%125.00%100.00%100.00%
ancient_apparitionAncient Apparition4100.00%97.5022.5000.00%0.00%0.00%250.00%0.00%0.00%52.50100.0000.00%0.00%100.00%250.00%100.00%100.00%
furionNature's Prophet4100.00%80.0070.00125.00%0.00%0.00%250.00%0.00%0.00%17.50100.0000.00%0.00%100.00%125.00%100.00%100.00%
lichLich4100.00%87.5060.00125.00%0.00%0.00%00.00%0.00%0.00%92.5010.00125.00%100.00%133.33%250.00%100.00%100.00%
venomancerVenomancer375.00%70.0095.00250.00%0.00%0.00%00.00%0.00%0.00%15.0020.0000.00%0.00%100.00%125.00%100.00%100.00%
batriderBatrider375.00%80.0070.00125.00%0.00%0.00%125.00%0.00%0.00%22.5090.0000.00%0.00%100.00%125.00%100.00%100.00%
night_stalkerNight Stalker375.00%100.0040.0000.00%0.00%0.00%00.00%0.00%0.00%50.0042.5000.00%0.00%100.00%375.00%100.00%100.00%
miranaMirana375.00%5.00100.00250.00%0.00%0.00%125.00%0.00%0.00%5.0090.0000.00%0.00%0.00%00.00%0.00%0.00%
dark_seerDark Seer375.00%40.0015.0000.00%0.00%0.00%250.00%0.00%0.00%62.5095.00125.00%100.00%133.33%00.00%0.00%100.00%
svenSven250.00%97.5042.5000.00%0.00%0.00%00.00%0.00%0.00%57.5042.5000.00%0.00%100.00%250.00%100.00%100.00%
enchantressEnchantress250.00%97.5047.5000.00%0.00%0.00%00.00%0.00%0.00%50.0042.5000.00%0.00%100.00%250.00%100.00%100.00%
doom_bringerDoom250.00%67.5045.0000.00%0.00%0.00%00.00%0.00%0.00%100.0045.00250.00%100.00%200.00%00.00%0.00%100.00%
wispIo250.00%67.5037.5000.00%0.00%0.00%125.00%0.00%0.00%70.0070.00125.00%100.00%133.33%00.00%0.00%100.00%
spirit_breakerSpirit Breaker250.00%67.5037.5000.00%0.00%0.00%125.00%0.00%0.00%70.0070.00125.00%100.00%133.33%00.00%0.00%100.00%
bloodseekerBloodseeker250.00%42.5092.50125.00%0.00%0.00%00.00%0.00%0.00%92.5035.00125.00%100.00%133.33%00.00%0.00%100.00%
shredderTimbersaw250.00%97.502.5000.00%0.00%0.00%00.00%0.00%0.00%2.507.5000.00%0.00%100.00%250.00%100.00%100.00%
sniperSniper250.00%40.007.5000.00%0.00%0.00%125.00%0.00%0.00%70.0070.00125.00%100.00%133.33%00.00%0.00%100.00%
earth_spiritEarth Spirit250.00%27.50100.00250.00%0.00%0.00%00.00%0.00%0.00%35.0030.0000.00%0.00%0.00%00.00%0.00%0.00%
puckPuck250.00%80.0070.00125.00%0.00%0.00%00.00%0.00%0.00%15.007.5000.00%0.00%100.00%125.00%100.00%100.00%
disruptorDisruptor250.00%25.0092.50125.00%0.00%0.00%125.00%0.00%0.00%27.5090.0000.00%0.00%0.00%00.00%0.00%0.00%
silencerSilencer250.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%92.5022.50125.00%100.00%133.33%00.00%0.00%100.00%
morphlingMorphling125.00%67.5057.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
phantom_lancerPhantom Lancer125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%15.007.5000.00%0.00%0.00%00.00%0.00%0.00%
skeleton_kingWraith King125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%15.0020.0000.00%0.00%0.00%00.00%0.00%0.00%
jakiroJakiro125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%20.0020.0000.00%0.00%0.00%00.00%0.00%0.00%
life_stealerLifestealer125.00%67.5057.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
templar_assassinTemplar Assassin125.00%67.5057.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
vengefulspiritVengeful Spirit125.00%67.5057.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
baneBane125.00%67.5037.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
drow_rangerDrow Ranger125.00%67.5037.5000.00%0.00%0.00%00.00%0.00%0.00%92.5060.00125.00%100.00%133.33%00.00%0.00%100.00%
antimageAnti-Mage125.00%40.007.5000.00%0.00%0.00%125.00%0.00%0.00%45.0090.0000.00%0.00%0.00%00.00%0.00%0.00%
oracleOracle125.00%67.5037.5000.00%0.00%0.00%125.00%0.00%0.00%55.0090.0000.00%0.00%0.00%00.00%0.00%0.00%
alchemistAlchemist125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%25.0020.0000.00%0.00%0.00%00.00%0.00%0.00%
weaverWeaver125.00%40.0020.0000.00%0.00%0.00%125.00%0.00%0.00%45.0090.0000.00%0.00%0.00%00.00%0.00%0.00%
nyx_assassinNyx Assassin125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%35.0030.0000.00%0.00%0.00%00.00%0.00%0.00%
legion_commanderLegion Commander125.00%25.0092.50125.00%0.00%0.00%00.00%0.00%0.00%35.0030.0000.00%0.00%0.00%00.00%0.00%0.00%
viperViper125.00%40.0015.0000.00%0.00%0.00%125.00%0.00%0.00%45.0090.0000.00%0.00%0.00%00.00%0.00%0.00%
pugnaPugna125.00%2.5037.5000.00%0.00%0.00%125.00%0.00%0.00%45.0090.0000.00%0.00%0.00%00.00%0.00%0.00%