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The International 2017 Qualifiers

Dota 2 World Championships Qualifiers

Median hero xpm: 432

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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
heavens_halberdHeaven's Halberd1665.53%60.656.63%+7.64%+10.04%-15.17%-1.89%31:0915:0223:2628:5436:451:04:2309:51
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
venomancerVenomancer1320.63%100.084.62%+50.62%+15.38%+15.38%0.00%25:4621:2422:1425:4228:2531:0806:1104:34
beastmasterBeastmaster541.67%97.580.00%-5.71%+20.00%+20.00%0.00%37:4928:3728:3739:4743:5745:5615:2011:21
life_stealerLifestealer411.11%95.0100.00%+43.75%0.00%0.00%0.00%26:0821:4821:4821:5628:5131:5807:0305:13
night_stalkerNight Stalker1015.15%92.580.00%+30.00%+20.00%+20.00%0.00%32:2122:4028:3330:0536:4441:2208:1106:03
huskarHuskar375.00%90.066.67%-33.33%+33.33%0.00%-8.23%16:5015:2615:2615:3619:2919:2904:0303:00
gyrocopterGyrocopter847.06%87.562.50%+29.17%-62.50%-12.50%42.86%17:5915:0215:5215:5617:0229:1801:1000:51
bristlebackBristleback1730.36%85.052.94%+14.48%+22.06%-27.94%-8.55%27:2519:1623:2926:4129:2036:4505:5104:20
bloodseekerBloodseeker618.75%82.566.67%+16.67%+33.33%-66.67%-12.15%23:3919:1419:1719:3027:3130:3708:1406:05
rattletrapClockwerk77.69%80.071.43%+16.67%-21.43%-21.43%0.00%37:3227:4032:0836:0037:1853:4105:1003:49
spirit_breakerSpirit Breaker411.76%77.575.00%+28.33%-75.00%+25.00%0.00%39:1927:4327:4332:5437:5558:4410:1207:33
legion_commanderLegion Commander1420.90%75.050.00%-2.83%+50.00%-16.67%-6.04%37:1722:5632:3336:2243:3548:2111:0208:10
razorRazor1630.19%72.543.75%-7.60%-18.75%-18.75%0.00%25:3017:4119:3621:0726:2757:5506:5105:04
abaddonAbaddon317.65%70.066.67%+16.67%-66.67%0.00%0.00%41:1025:3125:3133:361:04:231:04:2338:5228:47
centaurCentaur Warrunner112.50%67.5100.00%0.00%0.00%0.00%0.00%36:1336:1336:1336:1336:1336:1300:0000:00
pudgePudge112.50%65.0100.00%0.00%0.00%0.00%0.00%48:4948:4948:4948:4948:4948:4900:0000:00
lichLich111.11%62.5100.00%0.00%0.00%0.00%0.00%56:3456:3456:3456:3456:3456:3400:0000:00
rikiRiki19.09%60.0100.00%0.00%0.00%0.00%0.00%49:0049:0049:0049:0049:0049:0000:0000:00
viperViper17.14%57.5100.00%0.00%0.00%0.00%0.00%57:5457:5457:5457:5457:5457:5400:0000:00
abyssal_underlordUnderlord16.67%55.0100.00%0.00%0.00%0.00%0.00%33:3733:3733:3733:3733:3733:3700:0000:00
chaos_knightChaos Knight650.00%52.533.33%-16.67%+66.67%-33.33%-8.62%31:1722:4225:2426:1437:0039:2811:3608:35
earthshakerEarthshaker33.66%50.066.67%+32.49%+33.33%0.00%0.00%46:4132:1132:1150:2257:3057:3025:1918:45
svenSven410.00%47.550.00%-8.33%-50.00%-50.00%0.00%27:2720:5220:5225:2729:3933:5108:4706:30
lycanLycan922.50%45.033.33%-21.51%+66.67%-33.33%-16.76%23:3018:4519:0724:2825:0528:0805:5804:25
troll_warlordTroll Warlord12.86%42.5100.00%0.00%0.00%0.00%0.00%33:4333:4333:4333:4333:4333:4300:0000:00
earth_spiritEarth Spirit12.44%40.0100.00%0.00%0.00%0.00%0.00%36:1236:1236:1236:1236:1236:1200:0000:00
vengefulspiritVengeful Spirit214.29%37.550.00%0.00%-50.00%0.00%0.00%43:1928:0028:0058:3758:3758:3730:3722:40
doom_bringerDoom214.29%35.050.00%+8.33%+50.00%0.00%0.00%24:1323:0523:0525:2125:2125:2102:1601:40
sand_kingSand King10.70%32.5100.00%0.00%0.00%0.00%0.00%43:4143:4143:4143:4143:4143:4100:0000:00
kunkkaKunkka24.44%30.050.00%+12.79%+50.00%0.00%0.00%43:1536:3136:3149:5949:5949:5913:2809:58
dark_seerDark Seer23.57%27.550.00%0.00%+50.00%0.00%0.00%30:5229:3629:3632:0832:0832:0802:3201:52
omniknightOmniknight519.23%25.020.00%-18.10%-20.00%-20.00%0.00%35:5624:4024:4038:2839:1250:0514:3210:45
phantom_assassinPhantom Assassin111.11%22.50.00%0.00%0.00%0.00%0.00%27:3727:3727:3727:3727:3727:3700:0000:00
lone_druidLone Druid17.14%20.00.00%0.00%0.00%0.00%0.00%41:2541:2541:2541:2541:2541:2500:0000:00
dragon_knightDragon Knight39.09%17.50.00%-46.67%0.00%0.00%0.00%30:4321:3021:3031:4138:5738:5717:2712:55
lionLion112.50%15.00.00%0.00%0.00%0.00%0.00%47:0147:0147:0147:0147:0147:0100:0000:00
tidehunterTidehunter211.76%12.50.00%-46.67%0.00%0.00%0.00%38:2837:0137:0139:5439:5439:5402:5302:08
furionNature's Prophet13.45%10.00.00%0.00%0.00%0.00%0.00%23:2023:2023:2023:2023:2023:2000:0000:00
drow_rangerDrow Ranger15.00%7.50.00%0.00%0.00%0.00%0.00%31:3331:3331:3331:3331:3331:3300:0000:00
tuskTusk15.56%5.00.00%0.00%0.00%0.00%0.00%52:4052:4052:4052:4052:4052:4000:0000:00
enchantressEnchantress120.00%2.50.00%0.00%0.00%0.00%0.00%42:4242:4242:4242:4242:4242:4200:0000:00