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The International 2018 Qualifiers

Dota 2 World Championships Qualifiers

Average Roshan kills per game by Radiant: 1.1306

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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
wraith_bandWraith Band58023.67%55.751.72%+9.79%+3.45%-3.44%-2.03%04:29-01:3002:1503:4105:3960:2302:31
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
meepoMeepo2100.00%100.0100.00%+100.00%0.00%0.00%0.00%02:3102:2802:2802:3402:3402:3400:0600:04
juggernautJuggernaut6100.00%97.983.33%+83.33%-33.33%+16.67%7.83%05:2901:4802:2502:4508:4810:1806:2304:43
visageVisage425.00%95.8100.00%+83.33%0.00%0.00%0.00%07:4202:2002:2006:1010:4211:3508:2206:11
miranaMirana5996.72%93.867.80%+17.80%-1.13%+5.53%2.36%02:05-01:30-01:2902:5404:1808:3005:4704:17
razorRazor12100.00%91.766.67%+66.67%-33.34%0.00%6.31%03:41-01:29-01:2903:3006:4609:3508:1506:06
templar_assassinTemplar Assassin29100.00%89.665.52%+65.52%-8.38%-22.66%0.00%-01:22-01:30-01:29-01:29-01:2901:4300:0000:00
phantom_lancerPhantom Lancer59100.00%87.562.71%+62.71%-9.38%-2.71%4.50%03:5802:0002:5203:2004:2110:2101:2901:05
drow_rangerDrow Ranger16100.00%85.462.50%+62.50%+12.50%-12.50%-8.57%04:2401:3602:0203:2704:5714:3302:5502:09
faceless_voidFaceless Void2996.67%83.362.07%-37.93%+9.36%-4.93%-4.40%05:1802:0202:5603:4506:1115:0203:1502:24
phantom_assassinPhantom Assassin12100.00%81.358.33%+58.33%-25.00%+8.34%14.60%04:5802:5103:0204:0405:1908:5902:1701:41
medusaMedusa11100.00%79.254.55%+54.55%+12.12%-21.22%0.00%-01:28-01:29-01:29-01:29-01:29-01:2400:0000:00
nevermoreShadow Fiend13100.00%77.153.85%+53.85%+12.82%-53.85%0.00%-00:57-01:30-01:29-01:29-01:2904:4300:0000:00
monkey_kingMonkey King13100.00%75.053.85%+53.85%+12.82%-20.52%-11.50%06:2002:3804:0006:0906:5413:1202:5402:08
morphlingMorphling37100.00%72.951.35%+51.35%+4.21%+4.21%0.00%02:32-01:2901:4803:0003:5106:0602:0301:31
alchemistAlchemist2100.00%70.850.00%+50.00%+50.00%0.00%0.00%02:0901:5501:5502:2202:2202:2200:2700:20
terrorbladeTerrorblade2100.00%68.850.00%+50.00%-50.00%0.00%0.00%03:1303:0103:0103:2403:2403:2400:2300:17
weaverWeaver2100.00%66.750.00%+50.00%-50.00%0.00%0.00%04:4904:0804:0805:3005:3005:3001:2201:00
ember_spiritEmber Spirit5385.48%64.649.06%-6.50%+4.79%-18.29%-6.35%04:5701:1202:3205:1106:1013:3503:3802:41
bloodseekerBloodseeker3589.74%62.548.57%+23.57%+6.99%+18.10%2.67%05:1801:2402:2905:3706:3911:0604:1003:05
venomancerVenomancer1789.47%60.447.06%+47.06%+2.94%-47.06%-12.82%05:46-01:2903:5005:4707:4409:2503:5402:53
clinkzClinkz7100.00%58.342.86%+42.86%+7.14%+7.14%0.00%01:40-01:29-01:2903:0603:1206:0004:4103:28
lunaLuna24100.00%56.341.67%+41.67%-8.34%-25.00%-10.52%04:0301:2102:5803:1704:3310:5001:3501:10
slarkSlark22100.00%54.240.91%+40.91%+9.09%+19.09%3.37%05:1301:2703:3404:5306:3210:2202:5802:11
furionNature's Prophet533.33%52.160.00%+30.00%+40.00%+40.00%0.00%04:50-01:29-01:2902:4003:1818:1704:4703:32
gyrocopterGyrocopter18100.00%50.038.89%+38.89%+21.11%-13.89%-19.63%02:45-01:2902:3203:2104:1906:4801:4701:19
troll_warlordTroll Warlord15100.00%47.926.67%+26.67%-1.67%+23.33%10.49%03:55-01:2902:5404:0405:1709:1302:2301:45
huskarHuskar19.09%45.8100.00%0.00%0.00%0.00%0.00%29:5029:5029:5029:5029:5029:5000:0000:00
winter_wyvernWinter Wyvern16.67%43.8100.00%0.00%0.00%0.00%0.00%06:2106:2106:2106:2106:2106:2100:0000:00
life_stealerLifestealer414.81%41.750.00%+19.57%-50.00%+50.00%0.00%04:3502:3702:3704:1305:1106:1902:3401:54
leshracLeshrac34.76%39.666.67%+23.34%-66.67%0.00%0.00%04:3704:1204:1204:5004:5004:5000:3800:28
viperViper5100.00%37.520.00%+20.00%-20.00%-20.00%0.00%01:02-01:29-01:29-01:29-01:2811:0500:0100:00
spectreSpectre1990.48%35.421.05%-78.95%-1.05%-21.05%-4.18%06:0602:2903:4504:5708:3211:5204:4703:32
linaLina817.39%33.337.50%-20.39%-37.50%+62.50%3.75%22:4003:1010:0416:4236:4440:5726:4019:45
obsidian_destroyerOutworld Destroyer466.67%31.325.00%+25.00%+75.00%-25.00%-5.34%17:4702:5402:5421:3221:3825:0418:4413:52
dragon_knightDragon Knight12.08%29.2100.00%0.00%0.00%0.00%0.00%35:0235:0235:0235:0235:0235:0200:0000:00
silencerSilencer320.00%27.133.33%-33.34%-33.33%0.00%0.00%49:3942:1342:1346:2260:2360:2318:1013:27
death_prophetDeath Prophet25.41%25.050.00%-7.14%-50.00%0.00%0.00%03:0802:4602:4603:3003:3003:3000:4400:32
broodmotherBroodmother654.55%22.916.67%-43.33%+33.33%-16.67%-36.59%04:3702:1403:5804:2305:2007:1101:2201:00
jakiroJakiro24.17%20.850.00%+4.35%+50.00%0.00%0.00%09:4104:5604:5614:2614:2614:2609:3007:02
naga_sirenNaga Siren22.94%18.850.00%+3.03%-50.00%0.00%0.00%18:2604:2504:2532:2632:2632:2628:0120:45
lone_druidLone Druid225.00%16.70.00%-83.33%0.00%0.00%0.00%09:1201:4801:4816:3516:3516:3514:4710:57
invokerInvoker222.22%14.60.00%-57.14%0.00%0.00%0.00%03:01-01:29-01:2907:3007:3007:3008:5906:39
antimageAnti-Mage114.29%12.50.00%0.00%0.00%0.00%0.00%09:4309:4309:4309:4309:4309:4300:0000:00
queenofpainQueen of Pain16.25%10.40.00%0.00%0.00%0.00%0.00%07:5307:5307:5307:5307:5307:5300:0000:00
windrunnerWindranger32.94%8.30.00%-49.49%0.00%0.00%0.00%05:4403:5903:5905:2507:4807:4803:4902:49
arc_wardenArc Warden4100.00%6.30.00%0.00%0.00%0.00%0.00%04:2403:0903:0904:1504:3005:4201:2101:00
vengefulspiritVengeful Spirit125.00%4.20.00%0.00%0.00%0.00%0.00%05:3405:3405:3405:3405:3405:3400:0000:00
enchantressEnchantress1100.00%2.10.00%0.00%0.00%0.00%0.00%13:4213:4213:4213:4213:4213:4200:0000:00