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The International 2016 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
ancient_janggoDrum of Endurance1164.85%24.047.41%-2.28%+4.31%+0.87%0.00%16:0208:5811:5013:4117:0441:1003:52
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
lunaLuna133.33%100.0100.00%0.00%0.00%0.00%0.00%11:5111:5111:5111:5111:5111:5100:0000:00
invokerInvoker4773.44%95.848.94%-4.00%+17.73%+1.06%-5.75%13:0709:2911:2712:5114:2119:0102:5402:08
rikiRiki919.57%91.766.67%+18.02%+33.33%-66.67%-13.61%21:0616:2216:2520:2723:4628:4707:2105:26
leshracLeshrac125.00%87.5100.00%0.00%0.00%0.00%0.00%13:1513:1513:1513:1513:1513:1500:0000:00
silencerSilencer125.00%83.3100.00%0.00%0.00%0.00%0.00%23:1323:1323:1323:1323:1323:1300:0000:00
furionNature's Prophet888.89%79.237.50%-62.50%+12.50%-37.50%-37.50%13:0109:1211:3312:1012:5318:4001:2000:59
elder_titanElder Titan710.77%75.057.14%+7.14%+42.86%-57.14%-11.61%24:4615:1419:1922:4527:5637:1308:3706:22
undyingUndying111.11%70.8100.00%0.00%0.00%0.00%0.00%15:0215:0215:0215:0215:0215:0200:0000:00
ogre_magiOgre Magi110.00%66.7100.00%0.00%0.00%0.00%0.00%25:3425:3425:3425:3425:3425:3400:0000:00
batriderBatrider914.29%62.544.44%0.00%+5.56%+5.56%0.00%11:5708:5809:4113:1213:2513:4103:4402:45
vengefulspiritVengeful Spirit55.49%58.360.00%+7.67%+40.00%+40.00%0.00%26:3614:4114:4122:2134:5941:1020:1815:02
doom_bringerDoom526.32%54.240.00%-2.86%+60.00%-40.00%0.00%14:3210:2910:2914:5415:5717:3305:2804:02
disruptorDisruptor32.78%50.066.67%+22.86%+33.33%0.00%0.00%29:0322:5722:5726:0538:0738:0715:1011:14
dazzleDazzle12.17%45.8100.00%0.00%0.00%0.00%0.00%31:4531:4531:4531:4531:4531:4500:0000:00
lionLion11.33%41.7100.00%0.00%0.00%0.00%0.00%19:1719:1719:1719:1719:1719:1700:0000:00
juggernautJuggernaut77.95%37.514.29%-42.50%-14.29%-14.29%0.00%11:2209:5310:2410:5811:5013:0801:2601:03
spectreSpectre17.69%33.30.00%0.00%0.00%0.00%0.00%12:1112:1112:1112:1112:1112:1100:0000:00
enchantressEnchantress216.67%29.20.00%-40.00%0.00%0.00%0.00%20:3216:3716:3724:2724:2724:2707:5005:48
crystal_maidenCrystal Maiden17.14%25.00.00%0.00%0.00%0.00%0.00%19:3719:3719:3719:3719:3719:3700:0000:00
rubickRubick15.26%20.80.00%0.00%0.00%0.00%0.00%32:5032:5032:5032:5032:5032:5000:0000:00
dragon_knightDragon Knight13.13%16.70.00%0.00%0.00%0.00%0.00%10:3310:3310:3310:3310:3310:3300:0000:00
gyrocopterGyrocopter19.09%12.50.00%0.00%0.00%0.00%0.00%14:5114:5114:5114:5114:5114:5100:0000:00
death_prophetDeath Prophet11.75%8.30.00%0.00%0.00%0.00%0.00%13:0413:0413:0413:0413:0413:0400:0000:00
ember_spiritEmber Spirit14.55%4.20.00%0.00%0.00%0.00%0.00%12:4412:4412:4412:4412:4412:4400:0000:00