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The International 2017 Qualifiers

Dota 2 World Championships Qualifiers

Total roshans killed: 636

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HeroPickedWinrate
phantom_assassinPhantom Assassin933.33%

Items category:
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.
Columns
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
magic_wandMagic Wand555.56%100.060.00%+60.00%+40.00%+40.00%0.00%06:3304:1104:1106:1808:0208:3703:5102:51
magic_stickMagic Stick555.56%97.260.00%+60.00%+40.00%-60.00%-21.74%04:0400:5100:5104:1105:2706:1804:3603:24
javelinJavelin777.78%94.442.86%+42.86%+7.14%+7.14%0.00%30:0721:4426:3831:2333:1936:5206:4104:57
desolatorDesolator777.78%91.742.86%+42.86%+7.14%-42.86%-14.35%17:3011:5715:3617:5119:0520:2803:2902:34
basherSkull Basher777.78%88.942.86%+42.86%+7.14%+7.14%0.00%34:2822:4326:3831:2333:2459:1706:4605:00
black_king_barBlack King Bar777.78%86.142.86%+42.86%+57.14%-42.86%-20.69%27:2419:5722:4826:2027:3835:5004:5003:34
poor_mans_shieldPoor Man's Shield888.89%83.337.50%+37.50%-37.50%+12.50%50.00%02:15-01:29-01:2901:0501:4208:1503:1102:21
stout_shieldStout Shield888.89%80.637.50%+37.50%+62.50%-37.50%-100.00%05:31-01:29-01:2901:0501:3840:2803:0702:18
phase_bootsPhase Boots888.89%77.837.50%+37.50%+62.50%-37.50%-100.00%06:3603:5405:4706:1206:4708:4701:0000:44
blight_stoneBlight Stone9100.00%75.033.33%+33.33%-33.33%+16.67%5.37%06:00-01:29-01:2805:2110:4716:0712:1509:04
bootsBoots of Speed9100.00%72.233.33%+33.33%+16.67%-33.33%-24.00%03:1102:0202:0402:4304:0905:5302:0501:32
vanguardVanguard444.44%69.450.00%+30.00%-50.00%-50.00%0.00%28:2013:1513:1526:2632:4240:5519:2714:24
skadiEye of Skadi111.11%66.7100.00%0.00%0.00%0.00%0.00%44:4644:4644:4644:4644:4644:4600:0000:00
orb_of_venomOrb of Venom111.11%63.9100.00%0.00%0.00%0.00%0.00%43:3343:3343:3343:3343:3343:3300:0000:00
quelling_bladeQuelling Blade666.67%61.133.33%0.00%+16.67%+66.67%17.24%02:1200:0100:3701:3803:3104:1502:5402:08
ring_of_healthRing of Health666.67%58.333.33%0.00%-33.33%-33.33%0.00%26:1705:0208:0425:3532:1659:2024:1217:55
monkey_king_barMonkey King Bar222.22%55.650.00%+21.43%-50.00%0.00%0.00%35:2333:3733:3737:0937:0937:0903:3202:37
abyssal_bladeAbyssal Blade333.33%52.833.33%0.00%-33.33%0.00%0.00%34:3129:1029:1032:5141:3141:3112:2109:08
ring_of_basiliusRing of Basilius444.44%50.025.00%-15.00%-25.00%-25.00%0.00%08:4203:4103:4105:3708:3716:5304:5603:39
headdressHeaddress444.44%47.225.00%-15.00%-25.00%-25.00%0.00%12:3109:2409:2410:1113:4616:4204:2203:14
ring_of_protectionRing of Protection444.44%44.425.00%-15.00%-25.00%-25.00%0.00%07:5903:4103:4104:5806:2216:5302:4101:59
lifestealMorbid Mask444.44%41.725.00%-15.00%+75.00%-25.00%0.00%13:3110:5710:5711:5112:3818:3901:4101:14
vladmirVladmir's Offering444.44%38.925.00%-15.00%+75.00%-25.00%0.00%14:1711:1911:1912:5813:4619:0502:2701:48
diffusal_bladeDiffusal Blade111.11%36.10.00%0.00%0.00%0.00%0.00%20:0620:0620:0620:0620:0620:0600:0000:00
travel_boots_2Boots of Travel 2111.11%33.30.00%0.00%0.00%0.00%0.00%42:3042:3042:3042:3042:3042:3000:0000:00
heavens_halberdHeaven's Halberd111.11%30.60.00%0.00%0.00%0.00%0.00%27:3727:3727:3727:3727:3727:3700:0000:00
power_treadsPower Treads111.11%27.80.00%0.00%0.00%0.00%0.00%12:4312:4312:4312:4312:4312:4300:0000:00
yashaYasha333.33%25.00.00%-50.00%0.00%0.00%0.00%28:2220:5820:5825:1338:5638:5617:5813:18
bottleBottle111.11%22.20.00%0.00%0.00%0.00%0.00%02:4802:4802:4802:4802:4802:4800:0000:00
sangeSange111.11%19.40.00%0.00%0.00%0.00%0.00%20:1920:1920:1920:1920:1920:1900:0000:00
satanicSatanic111.11%16.70.00%0.00%0.00%0.00%0.00%51:5851:5851:5851:5851:5851:5800:0000:00
mantaManta Style333.33%13.90.00%-50.00%0.00%0.00%0.00%33:1026:0726:0732:2241:0041:0014:5311:01
bfuryBattle Fury111.11%11.10.00%0.00%0.00%0.00%0.00%18:1118:1118:1118:1118:1118:1100:0000:00
sphereLinken's Sphere111.11%8.30.00%0.00%0.00%0.00%0.00%28:1028:1028:1028:1028:1028:1000:0000:00
void_stoneVoid Stone222.22%5.60.00%-42.86%0.00%0.00%0.00%17:4808:1208:1227:2427:2427:2419:1214:13
moon_shardMoon Shard111.11%2.80.00%0.00%0.00%0.00%0.00%50:2750:2750:2750:2750:2750:2700:0000:00