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The International 10 Qualifiers

The International Dota 2 Championships Closed Qualifiers

Average Roshan kills per game by Dire: 1.0105

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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 Shadows2408.36%53.852.92%+4.13%+0.41%-7.92%-1.56%07:4402:1405:0106:4510:2118:1203:57
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
invokerInvoker5396.36%100.066.04%+16.04%-4.50%+10.88%8.87%06:0503:0405:0805:4706:5214:5301:4401:17
venomancerVenomancer880.00%96.362.50%+12.50%+37.50%-12.50%-13.45%07:1604:0504:4406:1108:2711:2203:4302:45
miranaMirana5163.75%92.660.78%-1.29%+0.76%-6.93%-1.57%07:2002:3104:4207:0709:3613:4904:5403:37
brewmasterBrewmaster857.14%88.962.50%-4.17%-12.50%-12.50%0.00%06:2203:0603:3805:3608:2308:5904:4503:31
earth_spiritEarth Spirit1765.38%85.252.94%-2.62%-2.94%-27.94%-7.94%06:3403:2704:0705:2207:1615:5003:0902:20
phoenixPhoenix3232.00%81.543.75%-3.31%+6.25%-31.25%-9.91%11:3504:0609:3612:0913:2318:1203:4702:48
enchantressEnchantress24.26%77.8100.00%+51.11%0.00%0.00%0.00%07:4505:0005:0010:2910:2910:2905:2904:03
dark_willowDark Willow519.23%74.160.00%-1.90%-60.00%+40.00%0.00%11:0209:3609:3611:0711:3212:5301:5601:25
rattletrapClockwerk514.29%70.460.00%+3.33%+40.00%+40.00%0.00%09:4706:2806:2810:1712:1713:2205:4904:18
hoodwinkHoodwink1714.78%66.741.18%-13.92%+8.82%+8.82%0.00%07:4303:1804:5806:3310:4014:0705:4204:13
death_prophetDeath Prophet12.44%63.0100.00%0.00%0.00%0.00%0.00%14:5514:5514:5514:5514:5514:5500:0000:00
spectreSpectre12.04%59.3100.00%0.00%0.00%0.00%0.00%03:3403:3403:3403:3403:3403:3400:0000:00
keeper_of_the_lightKeeper of the Light218.18%55.650.00%-5.56%-50.00%0.00%0.00%05:4205:0005:0006:2406:2406:2401:2401:02
ember_spiritEmber Spirit513.16%51.940.00%-5.45%-40.00%-40.00%0.00%10:1607:0407:0409:1111:4114:3704:3703:25
viperViper1226.67%48.125.00%-32.58%+8.33%+8.33%0.00%04:2202:1402:4703:3105:0210:2502:1501:40
kunkkaKunkka27.69%44.450.00%-16.67%-50.00%0.00%0.00%07:0903:0903:0911:0811:0811:0807:5905:54
linaLina22.33%40.750.00%+2.38%+50.00%0.00%0.00%09:1904:5204:5213:4613:4613:4608:5406:35
pangolierPangolier38.82%37.033.33%-11.83%-33.33%0.00%0.00%05:1603:0903:0903:2909:1009:1006:0104:27
tuskTusk416.00%33.325.00%-22.62%-25.00%-25.00%0.00%11:3510:4710:4711:0711:1713:0700:3000:22
nyx_assassinNyx Assassin33.53%29.633.33%-21.55%-33.33%0.00%0.00%13:5911:4911:4913:1316:5416:5405:0503:45
ancient_apparitionAncient Apparition11.59%25.90.00%0.00%0.00%0.00%0.00%10:5610:5610:5610:5610:5610:5600:0000:00
axeAxe11.23%22.20.00%0.00%0.00%0.00%0.00%03:0603:0603:0603:0603:0603:0600:0000:00
doom_bringerDoom12.63%18.50.00%0.00%0.00%0.00%0.00%04:2104:2104:2104:2104:2104:2100:0000:00
lunaLuna11.25%14.80.00%0.00%0.00%0.00%0.00%07:0507:0507:0507:0507:0507:0500:0000:00
tidehunterTidehunter12.38%11.10.00%0.00%0.00%0.00%0.00%06:2606:2606:2606:2606:2606:2600:0000:00
puckPuck11.59%7.40.00%0.00%0.00%0.00%0.00%07:5807:5807:5807:5807:5807:5800:0000:00
void_spiritVoid Spirit13.57%3.70.00%0.00%0.00%0.00%0.00%07:0507:0507:0507:0507:0507:0500:0000:00