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The International 2022 Qualifiers

The International 2022 Dota 2 Championships Regional Qualifiers

Average wards destroyed per game by Radiant: 7.0362

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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
urn_of_shadowsUrn of Shadows2145.96%34.250.93%+1.56%+13.88%-13.19%-5.66%06:5102:0504:1405:4909:0118:2703:32
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
necrolyteNecrophos787.50%100.0100.00%0.00%0.00%0.00%0.00%04:5802:3504:1604:4204:5607:3600:4000:29
oracleOracle228.57%97.0100.00%+80.00%0.00%0.00%0.00%14:0411:0911:0916:5816:5816:5805:4904:18
enigmaEnigma3345.21%93.969.70%+7.20%+5.30%+5.30%0.00%03:5202:2403:0503:3303:5508:5300:5000:37
miranaMirana1961.29%90.952.63%-5.70%+27.37%-12.63%-14.04%07:5104:0905:4707:1808:3813:4402:5102:06
venomancerVenomancer1359.09%87.953.85%-12.82%+12.82%-20.52%-7.46%07:3203:2504:3306:5809:0112:1604:2803:18
death_prophetDeath Prophet3529.91%84.851.43%+8.75%+15.24%-6.99%-9.88%05:2302:1003:3805:0005:5311:2802:1501:40
dark_willowDark Willow28.00%81.8100.00%+60.87%0.00%0.00%0.00%11:1207:0707:0715:1615:1615:1608:0906:02
invokerInvoker2457.14%78.837.50%-1.39%+12.50%-4.17%-7.41%06:2702:5405:1805:5807:3310:5502:1501:40
spectreSpectre114.29%75.8100.00%0.00%0.00%0.00%0.00%04:2604:2604:2604:2604:2604:2600:0000:00
pangolierPangolier57.58%72.760.00%+4.26%-60.00%+40.00%0.00%05:4302:5902:5904:2407:1710:1104:1803:11
viperViper615.79%69.750.00%-3.13%+50.00%-50.00%-25.64%05:2002:3202:5803:2406:5210:1203:5402:53
phoenixPhoenix726.92%66.742.86%-4.51%+7.14%+7.14%0.00%09:5005:0505:3007:4113:4216:0908:1206:04
earth_spiritEarth Spirit1242.86%63.633.33%-29.17%+33.34%0.00%-6.08%07:5004:1405:0306:2610:3213:4505:2904:03
gyrocopterGyrocopter16.25%60.6100.00%0.00%0.00%0.00%0.00%18:2718:2718:2718:2718:2718:2700:0000:00
kunkkaKunkka15.56%57.6100.00%0.00%0.00%0.00%0.00%04:1904:1904:1904:1904:1904:1900:0000:00
lichLich14.17%54.5100.00%0.00%0.00%0.00%0.00%16:4916:4916:4916:4916:4916:4900:0000:00
weaverWeaver1139.29%51.527.27%-19.79%+6.06%-27.27%-16.53%05:3002:0504:0105:2106:0209:4602:0101:29
pudgePudge12.17%48.5100.00%0.00%0.00%0.00%0.00%03:5203:5203:5203:5203:5203:5200:0000:00
faceless_voidFaceless Void11.54%45.5100.00%0.00%0.00%0.00%0.00%09:4209:4209:4209:4209:4209:4200:0000:00
ember_spiritEmber Spirit11.33%42.4100.00%0.00%0.00%0.00%0.00%12:5812:5812:5812:5812:5812:5800:0000:00
rattletrapClockwerk1014.29%39.430.00%-26.67%+3.33%-30.00%-9.76%12:4408:4011:1712:5914:4216:5403:2502:31
dazzleDazzle27.14%36.450.00%-7.69%-50.00%0.00%0.00%03:5103:2403:2404:1704:1704:1700:5300:39
queenofpainQueen of Pain23.39%33.350.00%-2.63%+50.00%0.00%0.00%06:1505:4605:4606:4306:4306:4300:5700:42
visageVisage23.23%30.350.00%-13.33%+50.00%0.00%0.00%09:0308:4308:4309:2309:2309:2300:4000:29
primal_beastPrimal Beast22.41%27.350.00%-3.09%-50.00%0.00%0.00%10:5209:4409:4412:0012:0012:0002:1601:40
dawnbreakerDawnbreaker36.00%24.233.33%-15.61%-33.33%0.00%0.00%11:4611:1911:1911:4512:1312:1300:5400:40
keeper_of_the_lightKeeper of the Light360.00%21.20.00%-50.00%0.00%0.00%0.00%09:1307:1207:1210:1210:1410:1403:0202:14
hoodwinkHoodwink13.45%18.20.00%0.00%0.00%0.00%0.00%05:4705:4705:4705:4705:4705:4700:0000:00
rubickRubick13.45%15.20.00%0.00%0.00%0.00%0.00%08:1108:1108:1108:1108:1108:1100:0000:00
undyingUndying10.80%12.10.00%0.00%0.00%0.00%0.00%09:3409:3409:3409:3409:3409:3400:0000:00
furionNature's Prophet15.26%9.10.00%0.00%0.00%0.00%0.00%09:2209:2209:2209:2209:2209:2200:0000:00
broodmotherBroodmother18.33%6.10.00%0.00%0.00%0.00%0.00%09:3409:3409:3409:3409:3409:3400:0000:00
brewmasterBrewmaster228.57%3.00.00%-40.00%0.00%0.00%0.00%07:2206:4606:4607:5707:5707:5701:1100:52