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DPC2021 Season 1: China - Upper Division

Dota Pro Circuit 2021: Season 1 - China Regional League - Upper Division, hosted by Perfect World

Median hero xpm: 534

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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 Blade25438.48%89.054.72%+0.82%-2.41%-5.51%0.00%-00:38-01:30-01:29-01:29-01:2927:0703:43
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
svenSven1100.00%100.0100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
magnataurMagnus3100.00%98.0100.00%0.00%0.00%0.00%0.00%-00:59-01:29-01:2900:0100:0100:0101:3000:51
phantom_assassinPhantom Assassin1100.00%95.9100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
kunkkaKunkka1100.00%95.9100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dragon_knightDragon Knight8100.00%91.887.50%-1.75%+12.50%-37.50%-50.00%-01:28-01:29-01:29-01:29-01:28-01:2300:0100:02
alchemistAlchemist6100.00%89.883.33%-10.09%+16.67%+16.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
monkey_kingMonkey King1076.92%87.880.00%+7.37%-5.00%-30.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
skeleton_kingWraith King19100.00%85.773.68%-2.16%+26.32%+6.32%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
ember_spiritEmber Spirit990.00%83.766.67%+2.44%+33.33%-16.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
bristlebackBristleback8100.00%81.662.50%-7.80%+4.17%-12.50%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
shredderTimbersaw8100.00%79.662.50%-3.21%+37.50%-62.50%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
void_spiritVoid Spirit1694.12%77.662.50%-0.06%-2.50%-37.50%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
pangolierPangolier975.00%75.566.67%+2.42%0.00%-16.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
troll_warlordTroll Warlord2295.65%73.559.09%-9.72%+12.34%-19.09%0.00%-01:08-01:29-01:29-01:29-01:2905:5500:0001:34
marsMars2996.67%71.455.17%-4.04%+32.33%-40.88%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
beastmasterBeastmaster13100.00%69.453.85%+10.10%-3.85%-20.52%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
medusaMedusa133.33%67.3100.00%0.00%0.00%0.00%0.00%02:3102:3102:3102:3102:3102:3100:0000:00
phantom_lancerPhantom Lancer4100.00%65.350.00%+5.56%+50.00%-50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
juggernautJuggernaut4100.00%63.350.00%-13.64%0.00%+50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
tidehunterTidehunter1090.91%61.250.00%+4.35%-25.00%0.00%25.00%-01:29-01:29-01:29-01:29-01:28-01:2600:0100:01
lycanLycan888.89%59.250.00%+6.41%+50.00%-50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
oracleOracle211.76%57.1100.00%+5.36%0.00%0.00%0.00%15:1607:2323:0823:0823:0823:0800:0011:08
night_stalkerNight Stalker7100.00%55.142.86%-5.71%-9.53%+7.14%16.67%-01:29-01:30-01:29-01:29-01:28-01:2800:0100:00
shadow_shamanShadow Shaman28.70%53.1100.00%+46.67%0.00%0.00%0.00%12:2204:4919:5519:5519:5519:5500:0010:40
drow_rangerDrow Ranger116.67%51.0100.00%0.00%0.00%0.00%0.00%14:2514:2514:2514:2514:2514:2500:0000:00
rikiRiki3100.00%49.033.33%+8.33%+16.67%-33.33%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
sand_kingSand King3100.00%46.933.33%-4.60%+16.67%-33.33%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
bloodseekerBloodseeker3100.00%44.933.33%-10.79%+16.67%-33.33%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
lionLion19.09%42.9100.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
centaurCentaur Warrunner4100.00%40.825.00%+1.92%+25.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
earthshakerEarthshaker17.69%38.8100.00%0.00%0.00%0.00%0.00%03:4403:4403:4403:4403:4403:4400:0000:00
death_prophetDeath Prophet16.67%36.7100.00%0.00%0.00%0.00%0.00%13:3913:3913:3913:3913:3913:3900:0000:00
terrorbladeTerrorblade6100.00%34.716.67%0.00%-16.67%-16.67%0.00%-01:28-01:29-01:29-01:29-01:24-01:2400:0500:02
wispIo430.77%32.725.00%-12.25%+25.00%-25.00%-50.00%-00:54-01:29-01:29-01:2900:5100:5102:2001:10
grimstrokeGrimstroke110.00%30.60.00%0.00%0.00%0.00%0.00%10:4210:4210:4210:4210:4210:4200:0000:00
abaddonAbaddon16.25%28.60.00%0.00%0.00%0.00%0.00%11:2911:2911:2911:2911:2911:2900:0000:00
elder_titanElder Titan111.11%26.50.00%0.00%0.00%0.00%0.00%27:0727:0727:0727:0727:0727:0700:0000:00
tuskTusk210.53%24.50.00%-37.50%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slarkSlark2100.00%22.40.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:28-01:28-01:28-01:2800:0000:01
ursaUrsa7100.00%20.40.00%0.00%0.00%0.00%0.00%-01:26-01:29-01:29-01:28-01:28-01:1400:0100:05
antimageAnti-Mage1100.00%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
doom_bringerDoom2100.00%16.30.00%0.00%0.00%0.00%0.00%-01:27-01:29-01:24-01:24-01:24-01:2400:0000:03
templar_assassinTemplar Assassin114.29%14.30.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slardarSlardar2100.00%12.20.00%0.00%0.00%0.00%0.00%-01:29-01:30-01:28-01:28-01:28-01:2800:0000:01
rattletrapClockwerk120.00%10.20.00%0.00%0.00%0.00%0.00%19:1419:1419:1419:1419:1419:1400:0000:00
broodmotherBroodmother1100.00%8.20.00%0.00%0.00%0.00%0.00%-01:28-01:28-01:28-01:28-01:28-01:2800:0000:00
brewmasterBrewmaster220.00%6.10.00%-40.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
naga_sirenNaga Siren1100.00%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
earth_spiritEarth Spirit114.29%2.00.00%0.00%0.00%0.00%0.00%14:0114:0114:0114:0114:0114:0100:0000:00