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The International 2018 Qualifiers

Dota 2 World Championships Qualifiers

Average number of buybacks per game by Dire: 3.2571

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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
hurricane_pikeHurricane Pike612.49%21.752.46%+2.61%-5.79%+0.87%0.00%29:3216:5522:2927:0835:3060:2309:38
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
medusaMedusa1090.91%100.060.00%+60.00%+6.67%-10.00%-10.21%18:5916:5517:2618:4519:0423:2301:3801:12
templar_assassinTemplar Assassin620.69%94.483.33%+22.46%+16.67%+16.67%0.00%25:5222:0722:2923:1929:3129:5407:0205:12
drow_rangerDrow Ranger1062.50%88.960.00%-6.67%-26.67%-10.00%1.45%29:5922:3824:0029:5935:3037:5111:3008:31
venomancerVenomancer526.32%83.360.00%+24.29%-60.00%+40.00%18.63%28:2123:3923:3928:2129:0133:3605:2203:58
razorRazor325.00%77.866.67%0.00%+33.33%0.00%0.00%32:0726:5526:5526:5642:3142:3115:3611:33
miranaMirana23.28%72.2100.00%+33.90%0.00%0.00%0.00%36:4628:1628:1645:1545:1545:1516:5912:34
huskarHuskar19.09%66.7100.00%0.00%0.00%0.00%0.00%30:0730:0730:0730:0730:0730:0700:0000:00
viperViper240.00%61.150.00%+50.00%-50.00%0.00%0.00%26:3626:3426:3426:3726:3726:3700:0300:02
nevermoreShadow Fiend17.69%55.6100.00%0.00%0.00%0.00%0.00%49:2049:2049:2049:2049:2049:2000:0000:00
winter_wyvernWinter Wyvern16.67%50.0100.00%0.00%0.00%0.00%0.00%24:4324:4324:4324:4324:4324:4300:0000:00
dragon_knightDragon Knight12.08%44.4100.00%0.00%0.00%0.00%0.00%36:1536:1536:1536:1536:1536:1500:0000:00
linaLina510.87%38.940.00%-16.10%-40.00%+60.00%5.02%32:4220:5820:5836:4540:5341:3219:5514:45
silencerSilencer320.00%33.333.33%-33.34%-33.33%0.00%0.00%49:4842:3942:3946:2260:2360:2317:4413:08
lunaLuna416.67%27.80.00%-50.00%0.00%0.00%0.00%39:1632:3732:3737:0142:1645:0809:3907:08
morphlingMorphling25.41%22.20.00%-54.29%0.00%0.00%0.00%26:3119:2919:2933:3233:3233:3214:0310:24
arc_wardenArc Warden125.00%16.70.00%0.00%0.00%0.00%0.00%33:4633:4633:4633:4633:4633:4600:0000:00
enchantressEnchantress1100.00%11.10.00%0.00%0.00%0.00%0.00%26:1426:1426:1426:1426:1426:1400:0000:00
obsidian_destroyerOutworld Destroyer350.00%5.60.00%-33.33%0.00%0.00%0.00%23:0021:4621:4621:5225:2225:2203:3602:40