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DPC2021 Season 1: China - Lower Division

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

Heroes banned: 88

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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
tranquil_bootsTranquil Boots13421.97%88.254.48%+1.02%-5.91%-2.96%0.48%11:1902:4306:4310:0712:5253:5907:09
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
crystal_maidenCrystal Maiden1100.00%100.0100.00%0.00%0.00%0.00%0.00%10:3110:3110:3110:3110:3110:3100:0000:00
elder_titanElder Titan1588.24%96.380.00%-0.92%-20.00%-5.00%5.23%10:3908:2309:2710:0712:1915:2902:5202:01
phoenixPhoenix17100.00%92.676.47%-1.76%+3.53%-1.47%-0.88%10:2805:5006:4610:3312:2628:3305:4005:27
abaddonAbaddon333.33%88.9100.00%+53.75%0.00%0.00%0.00%13:5410:3014:1316:5916:5916:5902:4603:15
lionLion8100.00%85.275.00%-1.67%+25.00%-25.00%-11.58%08:3305:2806:3309:3510:5211:3404:1902:26
rattletrapClockwerk3100.00%81.566.67%+7.58%-16.67%+33.33%7.94%09:4006:5907:5114:0914:0914:0906:1803:54
earth_spiritEarth Spirit450.00%77.875.00%+23.61%-25.00%+25.00%0.00%13:0906:0706:1911:3928:3228:3222:1310:34
skywrath_mageSkywrath Mage133.33%74.1100.00%0.00%0.00%0.00%0.00%22:1822:1822:1822:1822:1822:1800:0000:00
shadow_shamanShadow Shaman770.00%70.457.14%-9.01%-23.81%+42.86%6.64%09:4703:2206:1211:4016:1418:0410:0205:39
oracleOracle1164.71%66.754.55%+9.01%-29.55%-21.22%3.03%15:2408:0012:2614:0015:1136:1602:4507:32
nyx_assassinNyx Assassin1285.71%63.041.67%-13.50%-16.67%-8.34%1.23%09:1704:0906:0708:4412:5220:1906:4504:32
earthshakerEarthshaker8100.00%59.337.50%-7.50%+29.17%-37.50%-53.34%05:2102:4304:5205:5806:0708:2301:1501:49
venomancerVenomancer266.67%55.650.00%-30.00%0.00%0.00%0.00%23:4412:0135:2635:2635:2635:2600:0016:33
ancient_apparitionAncient Apparition571.43%51.940.00%+18.85%-40.00%+60.00%9.68%14:4305:3911:1321:3121:3321:3310:2006:51
rubickRubick316.67%48.166.67%+2.38%+33.33%-66.67%0.00%22:1506:1106:3453:5953:5953:5947:2527:29
keeper_of_the_lightKeeper of the Light7100.00%44.428.57%-7.14%-28.57%+21.43%16.13%05:3003:4704:4004:5807:4608:1903:0601:47
tuskTusk1145.83%40.736.36%-9.52%+13.64%-3.03%-2.34%13:2605:2109:0511:4516:1334:3907:0808:32
undyingUndying240.00%37.050.00%+26.19%0.00%0.00%0.00%08:5506:3011:2011:2011:2011:2000:0003:25
pangolierPangolier15.26%33.3100.00%0.00%0.00%0.00%0.00%12:0612:0612:0612:0612:0612:0600:0000:00
grimstrokeGrimstroke333.33%29.633.33%-3.77%+16.67%-33.33%-7.23%14:2809:4913:2020:1520:1520:1506:5505:18
sand_kingSand King133.33%25.90.00%0.00%0.00%0.00%0.00%07:1207:1207:1207:1207:1207:1200:0000:00
miranaMirana212.50%22.20.00%-37.27%0.00%0.00%0.00%10:4407:5613:3213:3213:3213:3200:0003:57
dark_willowDark Willow1100.00%18.50.00%0.00%0.00%0.00%0.00%10:3910:3910:3910:3910:3910:3900:0000:00
shadow_demonShadow Demon150.00%14.80.00%0.00%0.00%0.00%0.00%21:3621:3621:3621:3621:3621:3600:0000:00
baneBane1100.00%11.10.00%0.00%0.00%0.00%0.00%11:0411:0411:0411:0411:0411:0400:0000:00
obsidian_destroyerOutworld Destroyer213.33%7.40.00%-60.14%0.00%0.00%0.00%10:1904:4415:5415:5415:5415:5400:0007:53
ogre_magiOgre Magi240.00%3.70.00%-26.09%0.00%0.00%0.00%10:5010:1211:2811:2811:2811:2800:0000:53