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The International 10 Qualifiers

The International Dota 2 Championships Closed Qualifiers

Heroes picked: 110

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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
desolatorDesolator1164.04%33.349.14%-0.75%+23.27%-11.21%0.00%20:1910:4015:1217:3122:461:09:3405:36
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
lone_druidLone Druid2100.00%100.0100.00%+100.00%0.00%0.00%0.00%12:3111:5011:5013:1113:1113:1101:2101:00
phantom_assassinPhantom Assassin1090.91%92.970.00%+70.00%-3.33%-20.00%-7.30%20:0416:2818:3118:4120:4824:4102:1701:41
templar_assassinTemplar Assassin57100.00%85.750.88%+50.88%+20.55%-15.17%-11.65%16:1210:4014:2315:3717:2723:5803:0402:16
tidehunterTidehunter37.14%78.6100.00%+51.28%0.00%0.00%0.00%44:1222:4022:4040:231:09:341:09:3446:5434:44
skeleton_kingWraith King940.91%71.455.56%+40.18%-5.56%-5.56%0.00%17:2915:4316:3617:3117:5218:5701:1600:56
marsMars813.79%64.362.50%+14.50%+37.50%-12.50%-8.75%31:3627:0527:1928:3833:0240:4305:4304:14
life_stealerLifestealer417.39%57.150.00%-7.89%-50.00%+50.00%0.00%22:5116:5116:5118:4121:4234:1104:5103:35
ember_spiritEmber Spirit513.16%50.040.00%-5.45%+60.00%-40.00%0.00%26:0017:1917:1920:2222:4651:5505:2704:02
monkey_kingMonkey King327.27%42.933.33%+20.83%+66.67%0.00%0.00%19:1314:2714:2716:2826:4426:4412:1709:05
puckPuck1015.87%35.710.00%-42.83%-10.00%-10.00%0.00%26:1816:3224:5225:2229:2633:2604:3403:22
linaLina11.16%28.60.00%0.00%0.00%0.00%0.00%23:0523:0523:0523:0523:0523:0500:0000:00
chaos_knightChaos Knight116.67%21.40.00%0.00%0.00%0.00%0.00%24:0924:0924:0924:0924:0924:0900:0000:00
furionNature's Prophet112.50%14.30.00%0.00%0.00%0.00%0.00%15:4415:4415:4415:4415:4415:4400:0000:00
void_spiritVoid Spirit27.14%7.10.00%-26.92%0.00%0.00%0.00%29:5119:1719:1740:2440:2440:2421:0715:38