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The International 2017 Qualifiers

Dota 2 World Championships Qualifiers

Heroes banned: 103

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HeroPickedWinrate
dragon_knightDragon Knight3342.42%

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
bloodthornBloodthorn412.12%100.0100.00%+65.52%0.00%0.00%0.00%53:3837:4137:4144:511:03:281:08:3125:4719:05
lesser_critCrystalys1133.33%97.663.64%+31.82%+36.36%+36.36%0.00%43:2825:2837:2840:3043:041:08:1705:3604:08
blinkBlink Dagger2266.67%95.250.00%+22.73%0.00%-10.00%-1.21%22:4914:1318:2823:0326:4533:4608:1706:08
chainmailChainmail1236.36%92.958.33%+25.00%+8.34%+41.67%2.76%29:4714:1022:1930:2634:2440:2112:0508:57
black_king_barBlack King Bar2884.85%90.546.43%+26.43%+25.00%-17.86%-8.04%26:1921:0822:4925:0828:0937:3505:2003:57
magic_wandMagic Wand2987.88%88.144.83%+19.83%+12.31%-30.54%-17.03%05:3402:5203:4105:2006:1210:4102:3101:51
bootsBoots of Speed33100.00%85.742.42%+42.42%+7.58%-4.92%-7.35%04:1101:4503:0603:5004:4807:1601:4201:15
power_treadsPower Treads33100.00%83.342.42%+42.42%+7.58%-4.92%-4.60%08:4705:2807:2008:4810:0312:0502:4302:00
quelling_bladeQuelling Blade33100.00%81.042.42%+42.42%+7.58%-4.92%0.00%-01:00-01:30-01:29-01:29-01:2904:1100:0000:00
magic_stickMagic Stick3090.91%78.643.33%+10.00%+19.17%-14.76%-15.66%04:2400:2203:1003:4505:2008:3202:1001:36
stout_shieldStout Shield2781.82%76.244.44%+11.11%+12.70%+12.70%0.00%-01:29-01:30-01:29-01:29-01:29-01:2900:0000:00
bottleBottle3193.94%73.841.94%-8.06%-4.44%+20.56%25.00%02:2101:0701:4302:0402:3904:4300:5600:41
orchidOrchid Malevolence618.18%71.466.67%+29.63%-16.67%+33.33%0.00%45:3533:2239:0740:0954:431:05:5215:3611:33
assaultAssault Cuirass927.27%69.055.56%+18.06%-5.56%+44.44%6.06%33:5823:5128:5934:0337:1441:3608:1506:06
monkey_king_barMonkey King Bar412.12%66.775.00%+37.07%-75.00%+25.00%0.00%45:4436:3536:3542:3451:2752:1914:5211:00
javelinJavelin412.12%64.375.00%+37.07%-75.00%+25.00%0.00%44:4434:5534:5542:1750:3951:0415:4411:39
mjollnirMjollnir26.06%61.9100.00%+61.29%0.00%0.00%0.00%38:5235:3235:3242:1142:1142:1106:3904:55
maelstromMaelstrom26.06%59.5100.00%+61.29%0.00%0.00%0.00%37:0635:0935:0939:0239:0239:0203:5302:52
bracerBracer1339.39%57.146.15%+6.15%-12.82%-12.82%0.00%09:2704:5407:3209:5911:0513:3703:3302:37
wind_laceWind Lace1339.39%54.846.15%+6.15%-12.82%-12.82%0.00%11:0008:1009:0710:5911:4314:0802:3601:55
ancient_janggoDrum of Endurance1339.39%52.446.15%+6.15%-12.82%-12.82%0.00%12:0908:3609:5312:1012:5316:2703:0002:13
invis_swordShadow Blade721.21%50.057.14%+18.68%-7.14%-7.14%0.00%22:2216:4217:4418:3525:3730:1007:5305:50
helm_of_iron_willHelm of Iron Will1545.45%47.640.00%-4.44%+60.00%-15.00%-19.31%13:2308:3810:3711:5414:3020:4103:5302:52
armletArmlet of Mordiggian1545.45%45.240.00%-4.44%+35.00%-15.00%-12.45%15:4512:0412:5215:2116:5321:1004:0102:58
silver_edgeSilver Edge515.15%42.960.00%+20.71%+40.00%+40.00%0.00%37:3123:2423:2435:1236:1958:0812:5509:34
hood_of_defianceHood of Defiance927.27%40.533.33%-12.50%+16.67%+16.67%0.00%15:0611:2011:2915:1716:5020:2005:2103:57
ring_of_healthRing of Health927.27%38.133.33%-12.50%+16.67%+16.67%0.00%13:2609:0410:2113:0414:3318:4504:1203:06
travel_boots_2Boots of Travel 213.03%35.7100.00%0.00%0.00%0.00%0.00%56:2056:2056:2056:2056:2056:2000:0000:00
sange_and_yashaSange and Yasha13.03%33.3100.00%0.00%0.00%0.00%0.00%20:1520:1520:1520:1520:1520:1500:0000:00
soul_ringSoul Ring13.03%31.0100.00%0.00%0.00%0.00%0.00%07:0707:0707:0707:0707:0707:0700:0000:00
yashaYasha13.03%28.6100.00%0.00%0.00%0.00%0.00%20:1520:1520:1520:1520:1520:1500:0000:00
headdressHeaddress515.15%26.240.00%-2.86%-40.00%-40.00%0.00%18:3915:2215:2219:4020:0522:3304:4303:29
pipePipe of Insight515.15%23.840.00%-2.86%+60.00%-40.00%0.00%19:0915:5415:5420:1120:2622:3304:3203:21
poor_mans_shieldPoor Man's Shield721.21%21.428.57%-17.58%+71.43%-28.57%0.00%-01:09-01:29-01:29-01:29-01:2900:4900:0000:00
heartHeart of Tarrasque26.06%19.050.00%+8.06%-50.00%0.00%0.00%39:0931:3031:3046:4746:4746:4715:1711:19
blade_mailBlade Mail26.06%16.750.00%+8.06%+50.00%0.00%0.00%19:0515:1315:1322:5722:5722:5707:4405:43
sangeSange618.18%14.316.67%-31.48%+33.33%-16.67%0.00%31:5414:3317:0129:0945:0946:5028:0820:50
ring_of_protectionRing of Protection13.03%11.90.00%0.00%0.00%0.00%0.00%04:1104:1104:1104:1104:1104:1100:0000:00
hand_of_midasHand of Midas13.03%9.50.00%0.00%0.00%0.00%0.00%15:0615:0615:0615:0615:0615:0600:0000:00
heavens_halberdHeaven's Halberd39.09%7.10.00%-46.67%0.00%0.00%0.00%30:4321:3021:3031:4138:5738:5717:2712:55
iron_talonIron Talon13.03%4.80.00%0.00%0.00%0.00%0.00%04:1504:1504:1504:1504:1504:1500:0000:00
force_staffForce Staff13.03%2.40.00%0.00%0.00%0.00%0.00%13:2213:2213:2213:2213:2213:2200:0000:00