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The International 2016 Qualifiers

Dota 2 World Championships Qualifiers

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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
phase_bootsPhase Boots30312.68%58.752.48%+5.39%-2.48%-2.48%0.00%07:0502:1404:2606:0208:4325:0803:10
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
windrunnerWindranger3100.00%100.0100.00%+100.00%0.00%0.00%0.00%07:0706:5806:5807:0507:1807:1800:2000:14
broodmotherBroodmother888.89%96.687.50%+87.50%+12.50%+12.50%0.00%15:0611:5512:1314:3816:0622:1503:5302:52
miranaMirana1762.96%93.182.35%+22.35%+17.65%-32.35%-16.13%08:1105:0006:2308:5109:2910:0403:0602:17
troll_warlordTroll Warlord3100.00%89.766.67%+66.67%+33.33%0.00%-23.53%05:5805:0605:0606:1606:3106:3101:2501:02
rikiRiki1941.30%86.268.42%+27.68%+11.58%-8.42%-5.63%12:0707:0409:1011:0112:4321:3503:3302:37
kunkkaKunkka1168.75%82.863.64%+23.64%+36.36%-30.31%-24.54%11:3407:3708:3610:4911:1924:1402:4302:00
juggernautJuggernaut8798.86%79.354.02%+54.02%-17.66%-4.02%4.65%05:5403:1004:1905:0407:1513:1102:5602:10
life_stealerLifestealer54100.00%75.948.15%+48.15%-5.29%-9.69%-3.03%04:5703:0203:5104:1605:1813:3101:2701:04
medusaMedusa1482.35%72.450.00%+16.67%-25.00%+16.67%15.34%07:4003:5906:0608:0208:4910:1002:4302:00
furionNature's Prophet9100.00%69.044.44%+44.44%+55.56%+5.56%-35.29%04:5902:5704:0505:0405:3007:1101:2501:02
ursaUrsa10100.00%65.540.00%+40.00%-6.67%-40.00%-16.00%04:5103:0603:4003:5905:4508:1302:0501:32
gyrocopterGyrocopter11100.00%62.136.36%+36.36%+30.31%-3.03%-33.34%05:1402:1404:5805:2605:3606:5300:3800:28
phantom_assassinPhantom Assassin266.67%58.650.00%+50.00%+50.00%0.00%0.00%05:5104:1904:1907:2307:2307:2303:0402:16
death_prophetDeath Prophet1017.54%55.250.00%-3.19%+16.67%+50.00%14.70%07:4506:0906:3806:4808:5409:3402:1601:40
doom_bringerDoom315.79%51.766.67%+29.17%-66.67%0.00%0.00%07:3805:4505:4508:2908:3908:3902:5402:08
spectreSpectre1076.92%48.330.00%-3.33%+3.33%-30.00%-5.63%06:3103:4304:0705:0210:0212:2305:5504:22
invokerInvoker1320.31%44.838.46%-14.48%+28.21%-38.46%0.00%05:4203:1904:1305:5306:2108:0502:0801:34
puckPuck16.67%41.4100.00%0.00%0.00%0.00%0.00%17:1517:1517:1517:1517:1517:1500:0000:00
enchantressEnchantress216.67%37.950.00%+20.00%+50.00%0.00%0.00%13:0005:2705:2720:3320:3320:3315:0611:11
weaverWeaver212.50%34.550.00%+14.29%-50.00%0.00%0.00%06:0104:4804:4807:1407:1407:1402:2601:48
templar_assassinTemplar Assassin211.76%31.050.00%-3.33%+50.00%0.00%0.00%09:0208:1808:1809:4509:4509:4501:2701:04
vengefulspiritVengeful Spirit22.20%27.650.00%-2.81%+50.00%0.00%0.00%15:4206:1606:1625:0825:0825:0818:5213:58
lone_druidLone Druid15.56%24.10.00%0.00%0.00%0.00%0.00%18:1218:1218:1218:1218:1218:1200:0000:00
night_stalkerNight Stalker321.43%20.70.00%-36.36%0.00%0.00%0.00%09:0906:1706:1707:0314:0814:0807:5105:48
alchemistAlchemist14.76%17.20.00%0.00%0.00%0.00%0.00%04:3704:3704:3704:3704:3704:3700:0000:00
razorRazor150.00%13.80.00%0.00%0.00%0.00%0.00%10:5410:5410:5410:5410:5410:5400:0000:00
ember_spiritEmber Spirit14.55%10.30.00%0.00%0.00%0.00%0.00%03:4503:4503:4503:4503:4503:4500:0000:00
tuskTusk125.00%6.90.00%0.00%0.00%0.00%0.00%12:3412:3412:3412:3412:3412:3400:0000:00
abaddonAbaddon2100.00%3.40.00%0.00%0.00%0.00%0.00%07:4204:4204:4210:4210:4210:4206:0004:26