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DPC China 2021/22 Tour 2 - Division I

DPC 2021/22 Tour 2 - China Regional League - Division I, hosted by Perfect World

Median hero bans: 9

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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxStd.Dev
quelling_bladeQuelling Blade26340.46%72.248.29%+14.44%+6.26%-5.87%0.00%-00:49-01:30-01:29-01:29-01:2945:1700:00
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
slardarSlardar2100.00%100.0100.00%+100.00%0.00%0.00%0.00%02:11-01:29-01:2905:5105:5105:5107:2005:25
phantom_lancerPhantom Lancer1100.00%98.0100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
shredderTimbersaw1100.00%98.0100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
void_spiritVoid Spirit5100.00%93.980.00%+80.00%+20.00%-80.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
life_stealerLifestealer5100.00%91.880.00%+80.00%+20.00%+20.00%0.00%-01:11-01:29-01:29-01:29-01:2900:0100:0000:00
antimageAnti-Mage4100.00%89.875.00%+75.00%+25.00%+25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
brewmasterBrewmaster888.89%87.875.00%+75.00%-25.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2500:0000:00
medusaMedusa1285.71%85.766.67%-33.33%-33.34%+33.33%66.67%01:02-01:29-01:29-01:2901:3806:5903:0702:18
sand_kingSand King17100.00%83.758.82%+58.82%+16.18%-8.82%0.00%-00:59-01:29-01:29-01:29-01:2907:0000:0000:00
skeleton_kingWraith King7100.00%81.657.14%+57.14%+42.86%-57.14%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
pangolierPangolier1982.61%79.657.89%+32.89%+2.11%-17.89%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
ursaUrsa8100.00%77.650.00%+50.00%0.00%-50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2700:0000:00
beastmasterBeastmaster4100.00%75.550.00%+50.00%-50.00%+50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
juggernautJuggernaut4100.00%73.550.00%+50.00%+50.00%+50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
magnataurMagnus2100.00%71.450.00%+50.00%+50.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dragon_knightDragon Knight2496.00%69.450.00%-50.00%0.00%+16.67%16.67%-01:08-01:29-01:29-01:29-01:2800:2400:0100:00
ember_spiritEmber Spirit1694.12%67.350.00%+50.00%0.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
chaos_knightChaos Knight480.00%65.350.00%-50.00%+50.00%-50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
kunkkaKunkka14100.00%63.342.86%+42.86%+7.14%-9.53%0.00%-01:29-01:30-01:29-01:29-01:29-01:2900:0000:00
phantom_assassinPhantom Assassin5100.00%61.240.00%+40.00%+60.00%-40.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
faceless_voidFaceless Void787.50%59.242.86%-57.14%+7.14%-42.86%0.00%-01:13-01:29-01:29-01:29-01:2900:2400:0000:00
necrolyteNecrophos333.33%57.166.67%0.00%+33.33%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
tidehunterTidehunter8100.00%55.137.50%+37.50%-37.50%+12.50%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
templar_assassinTemplar Assassin1965.52%53.142.11%-27.89%+17.89%-2.11%0.00%-01:16-01:29-01:29-01:29-01:2902:3200:0000:00
earthshakerEarthshaker266.67%51.050.00%-50.00%+50.00%0.00%0.00%00:1100:0900:0900:1300:1300:1300:0400:02
doom_bringerDoom888.89%49.037.50%+37.50%+12.50%+12.50%0.00%-01:05-01:29-01:29-01:29-01:2900:0900:0000:00
terrorbladeTerrorblade3100.00%46.933.33%+33.33%+66.67%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
tinyTiny1482.35%44.935.71%+2.38%-10.71%-2.38%8.33%00:21-01:29-01:29-01:2900:5011:0702:1901:42
centaurCentaur Warrunner375.00%42.933.33%+33.33%-33.33%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
death_prophetDeath Prophet16.67%40.8100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
pugnaPugna16.25%38.8100.00%0.00%0.00%0.00%0.00%13:4213:4213:4213:4213:4213:4200:0000:00
shadow_shamanShadow Shaman16.25%36.7100.00%0.00%0.00%0.00%0.00%13:3213:3213:3213:3213:3213:3200:0000:00
marsMars1191.67%34.718.18%-81.82%+15.15%+15.15%0.00%-01:29-01:29-01:29-01:29-01:28-01:2800:0100:00
razorRazor218.18%32.750.00%+27.78%+50.00%0.00%0.00%-01:30-01:30-01:30-01:29-01:29-01:2900:0100:00
morphlingMorphling333.33%30.633.33%-33.34%+66.67%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
lunaLuna150.00%28.60.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slarkSlark1100.00%26.50.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
troll_warlordTroll Warlord1100.00%26.50.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
clinkzClinkz150.00%22.40.00%0.00%0.00%0.00%0.00%02:0302:0302:0302:0302:0302:0300:0000:00
treantTreant Protector133.33%20.40.00%0.00%0.00%0.00%0.00%45:1745:1745:1745:1745:1745:1700:0000:00
keeper_of_the_lightKeeper of the Light17.69%18.40.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
lone_druidLone Druid1100.00%16.30.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
bloodseekerBloodseeker1100.00%16.30.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
monkey_kingMonkey King133.33%12.20.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
legion_commanderLegion Commander1100.00%10.20.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
alchemistAlchemist2100.00%8.20.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
night_stalkerNight Stalker1100.00%6.10.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dark_seerDark Seer133.33%4.10.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
abyssal_underlordUnderlord1100.00%2.00.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00