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The International 2017 Main Event

Dota 2 World Championships

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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
death_prophetDeath Prophet9100.00%89.23100.00222.22%50.00%71.43%00.00%0.00%66.67%10.7729.2300.00%0.00%33.33%777.78%28.57%50.00%
night_stalkerNight Stalker9100.00%93.8593.85333.33%66.67%66.67%00.00%0.00%66.67%23.0813.8500.00%0.00%33.33%666.67%33.33%33.33%
lichLich888.89%70.7796.92222.22%50.00%71.43%222.22%50.00%71.43%60.0055.3800.00%0.00%33.33%444.44%0.00%60.00%
batriderBatrider888.89%61.5498.46111.11%0.00%75.00%222.22%100.00%57.14%80.0069.23111.11%0.00%37.50%444.44%25.00%40.00%
furionNature's Prophet777.78%96.9269.23333.33%100.00%50.00%111.11%100.00%62.50%100.0047.69222.22%100.00%14.29%111.11%0.00%37.50%
earth_spiritEarth Spirit666.67%100.0020.00333.33%100.00%50.00%00.00%0.00%66.67%76.9267.69222.22%50.00%14.29%111.11%100.00%25.00%
ancient_apparitionAncient Apparition555.56%98.4670.77222.22%100.00%57.14%00.00%0.00%66.67%23.0813.8500.00%0.00%33.33%333.33%66.67%16.67%
puckPuck555.56%90.7773.85333.33%66.67%66.67%222.22%50.00%71.43%60.0055.3800.00%0.00%0.00%00.00%0.00%0.00%
wispIo555.56%24.6267.6900.00%0.00%66.67%555.56%60.00%75.00%93.8572.3100.00%0.00%0.00%00.00%0.00%0.00%
nyx_assassinNyx Assassin555.56%4.6278.4600.00%0.00%66.67%444.44%75.00%60.00%95.3852.3100.00%0.00%33.33%111.11%0.00%37.50%
broodmotherBroodmother555.56%24.6218.4600.00%0.00%66.67%444.44%50.00%80.00%78.4695.38111.11%0.00%37.50%00.00%0.00%33.33%
earthshakerEarthshaker555.56%30.7795.38111.11%0.00%75.00%00.00%0.00%66.67%76.9267.69222.22%50.00%42.86%222.22%0.00%42.86%
terrorbladeTerrorblade555.56%84.6287.69222.22%50.00%71.43%00.00%0.00%66.67%89.237.69111.11%100.00%25.00%222.22%50.00%28.57%
dazzleDazzle555.56%87.6989.23333.33%66.67%66.67%00.00%0.00%66.67%26.1529.2300.00%0.00%33.33%222.22%0.00%42.86%
bristlebackBristleback444.44%86.1580.00222.22%50.00%71.43%00.00%0.00%66.67%24.6289.23111.11%0.00%25.00%111.11%100.00%25.00%
bloodseekerBloodseeker444.44%33.8586.15111.11%0.00%75.00%00.00%0.00%66.67%61.5490.77333.33%33.33%50.00%00.00%0.00%33.33%
sand_kingSand King444.44%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%41.54100.00444.44%0.00%60.00%00.00%0.00%33.33%
medusaMedusa444.44%63.0892.3100.00%0.00%0.00%00.00%0.00%0.00%36.9246.1500.00%0.00%33.33%444.44%25.00%40.00%
huskarHuskar444.44%24.6218.4600.00%0.00%66.67%444.44%50.00%80.00%81.5473.8500.00%0.00%0.00%00.00%0.00%0.00%
venomancerVenomancer444.44%3.0844.6200.00%0.00%66.67%222.22%50.00%71.43%98.4650.77222.22%100.00%42.86%00.00%0.00%33.33%
morphlingMorphling444.44%66.1590.77333.33%33.33%83.33%111.11%0.00%75.00%44.6260.0000.00%0.00%0.00%00.00%0.00%0.00%
necrolyteNecrophos333.33%24.6218.4600.00%0.00%66.67%222.22%50.00%71.43%55.3892.31111.11%0.00%37.50%00.00%0.00%33.33%
queenofpainQueen of Pain333.33%24.6218.4600.00%0.00%66.67%333.33%100.00%50.00%96.9249.2300.00%0.00%0.00%00.00%0.00%0.00%
rubickRubick333.33%83.0835.38111.11%100.00%62.50%00.00%0.00%66.67%76.9267.69222.22%50.00%14.29%00.00%0.00%33.33%
alchemistAlchemist333.33%44.6278.4600.00%0.00%0.00%00.00%0.00%0.00%76.9267.69222.22%50.00%42.86%111.11%0.00%37.50%
faceless_voidFaceless Void333.33%95.3826.15222.22%100.00%57.14%00.00%0.00%66.67%9.2389.23111.11%0.00%25.00%00.00%0.00%33.33%
disruptorDisruptor222.22%43.0867.6900.00%0.00%0.00%00.00%0.00%0.00%76.9267.69222.22%50.00%42.86%00.00%0.00%33.33%
naga_sirenNaga Siren222.22%43.0867.6900.00%0.00%0.00%00.00%0.00%0.00%40.0098.46222.22%0.00%42.86%00.00%0.00%33.33%
sniperSniper222.22%83.0835.38111.11%100.00%62.50%111.11%100.00%62.50%69.2333.8500.00%0.00%0.00%00.00%0.00%0.00%
warlockWarlock222.22%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%30.7798.46222.22%0.00%42.86%00.00%0.00%33.33%
beastmasterBeastmaster222.22%92.3127.69111.11%100.00%62.50%00.00%0.00%66.67%6.1532.3100.00%0.00%33.33%111.11%100.00%25.00%
dark_seerDark Seer222.22%24.6218.4600.00%0.00%66.67%111.11%100.00%62.50%56.9270.77111.11%0.00%37.50%00.00%0.00%33.33%
keeper_of_the_lightKeeper of the Light222.22%3.0844.6200.00%0.00%66.67%111.11%0.00%75.00%7.6993.85111.11%0.00%37.50%00.00%0.00%33.33%
phantom_lancerPhantom Lancer222.22%24.6218.4600.00%0.00%66.67%222.22%100.00%57.14%92.313.0800.00%0.00%0.00%00.00%0.00%0.00%
pugnaPugna222.22%83.0824.62111.11%100.00%62.50%00.00%0.00%66.67%15.3889.23111.11%0.00%25.00%00.00%0.00%33.33%
chaos_knightChaos Knight222.22%64.6272.3100.00%0.00%0.00%00.00%0.00%0.00%36.9246.1500.00%0.00%33.33%222.22%50.00%28.57%
ogre_magiOgre Magi222.22%24.6244.6200.00%0.00%66.67%222.22%100.00%57.14%92.319.2300.00%0.00%0.00%00.00%0.00%0.00%
ursaUrsa111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%52.3189.23111.11%0.00%37.50%00.00%0.00%33.33%
spirit_breakerSpirit Breaker111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%89.2330.77111.11%100.00%37.50%00.00%0.00%33.33%
jakiroJakiro111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%52.3189.23111.11%0.00%37.50%00.00%0.00%33.33%
omniknightOmniknight111.11%29.2386.15111.11%0.00%75.00%00.00%0.00%66.67%23.0823.0800.00%0.00%0.00%00.00%0.00%0.00%
lycanLycan111.11%60.0044.6200.00%0.00%0.00%00.00%0.00%0.00%52.3189.23111.11%0.00%37.50%00.00%0.00%33.33%
lone_druidLone Druid111.11%43.0844.6200.00%0.00%0.00%00.00%0.00%0.00%43.0889.23111.11%0.00%37.50%00.00%0.00%33.33%
oracleOracle111.11%43.0844.6200.00%0.00%0.00%00.00%0.00%0.00%38.4689.23111.11%0.00%37.50%00.00%0.00%33.33%
svenSven111.11%69.2346.1500.00%0.00%0.00%00.00%0.00%0.00%36.9246.1500.00%0.00%33.33%111.11%100.00%25.00%
weaverWeaver111.11%36.9278.4600.00%0.00%0.00%00.00%0.00%0.00%36.9246.1500.00%0.00%33.33%111.11%0.00%37.50%
viperViper111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%52.3189.23111.11%0.00%37.50%00.00%0.00%33.33%
kunkkaKunkka111.11%83.0835.38111.11%100.00%62.50%00.00%0.00%66.67%13.8546.1500.00%0.00%0.00%00.00%0.00%0.00%
storm_spiritStorm Spirit111.11%83.0835.38111.11%100.00%62.50%00.00%0.00%66.67%46.1546.1500.00%0.00%0.00%00.00%0.00%0.00%
silencerSilencer111.11%24.6218.4600.00%0.00%66.67%111.11%100.00%62.50%69.236.1500.00%0.00%0.00%00.00%0.00%0.00%
life_stealerLifestealer111.11%83.0824.62111.11%100.00%62.50%00.00%0.00%66.67%23.0829.2300.00%0.00%0.00%00.00%0.00%0.00%
tuskTusk111.11%29.2386.15111.11%0.00%75.00%00.00%0.00%66.67%53.8513.8500.00%0.00%0.00%00.00%0.00%0.00%
antimageAnti-Mage111.11%24.6218.4600.00%0.00%66.67%111.11%0.00%75.00%3.0860.0000.00%0.00%0.00%00.00%0.00%0.00%
tinkerTinker111.11%24.6218.4600.00%0.00%66.67%111.11%100.00%62.50%69.2324.6200.00%0.00%0.00%00.00%0.00%0.00%
witch_doctorWitch Doctor111.11%29.2386.15111.11%0.00%75.00%00.00%0.00%66.67%6.1546.1500.00%0.00%0.00%00.00%0.00%0.00%
chenChen111.11%24.6218.4600.00%0.00%66.67%111.11%100.00%62.50%69.236.1500.00%0.00%0.00%00.00%0.00%0.00%
obsidian_destroyerOutworld Destroyer111.11%24.6218.4600.00%0.00%66.67%111.11%0.00%75.00%12.3160.0000.00%0.00%0.00%00.00%0.00%0.00%
razorRazor111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%27.6989.23111.11%0.00%37.50%00.00%0.00%33.33%
tidehunterTidehunter111.11%83.0835.38111.11%100.00%62.50%00.00%0.00%66.67%29.2346.1500.00%0.00%0.00%00.00%0.00%0.00%
clinkzClinkz111.11%83.0824.62111.11%100.00%62.50%00.00%0.00%66.67%23.0823.0800.00%0.00%0.00%00.00%0.00%0.00%
ember_spiritEmber Spirit111.11%32.3167.6900.00%0.00%66.67%111.11%100.00%62.50%69.2315.3800.00%0.00%0.00%00.00%0.00%0.00%
axeAxe111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%89.2320.00111.11%100.00%37.50%00.00%0.00%33.33%
crystal_maidenCrystal Maiden111.11%35.3867.6900.00%0.00%0.00%00.00%0.00%0.00%89.2320.00111.11%100.00%37.50%00.00%0.00%33.33%
nevermoreShadow Fiend111.11%60.0067.6900.00%0.00%0.00%00.00%0.00%0.00%89.2320.00111.11%100.00%37.50%00.00%0.00%33.33%
troll_warlordTroll Warlord111.11%69.231.5400.00%0.00%0.00%00.00%0.00%0.00%1.541.5400.00%0.00%33.33%111.11%100.00%25.00%