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The International 2019 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
glimmer_capeGlimmer Cape1866.94%89.261.83%+13.66%+4.13%-0.96%-0.52%31:1415:2125:4430:3335:271:03:0007:11
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
lionLion350.00%100.0100.00%+66.67%0.00%0.00%0.00%28:2022:5822:5829:2932:3432:3409:3607:06
undyingUndying320.00%96.8100.00%+50.00%0.00%0.00%0.00%28:1622:0822:0826:3336:0636:0613:5810:20
shadow_demonShadow Demon1418.92%93.578.57%+35.24%-3.57%+21.43%3.82%34:2721:5330:2933:1337:0250:4806:3304:51
baneBane313.04%90.3100.00%+40.00%0.00%0.00%0.00%50:3437:3837:3851:471:02:171:02:1724:3918:15
lichLich133.33%87.1100.00%0.00%0.00%0.00%0.00%29:0129:0129:0129:0129:0129:0100:0000:00
ancient_apparitionAncient Apparition2536.23%83.960.00%+12.27%+6.67%-10.00%-1.89%31:2522:0726:1330:1135:0249:3508:4906:31
grimstrokeGrimstroke3136.90%80.658.06%+14.66%+16.94%-8.06%-3.99%30:1418:0325:2829:4631:4455:0906:1604:38
crystal_maidenCrystal Maiden1135.48%77.463.64%+18.64%+3.03%-30.31%-1.82%29:3615:2119:2728:4037:4845:3218:2113:35
wispIo930.00%74.266.67%+14.29%-16.67%-16.67%0.00%31:3522:0423:2028:2332:0853:0608:4806:31
jakiroJakiro210.00%71.0100.00%+72.22%0.00%0.00%0.00%26:0524:3324:3327:3727:3727:3703:0402:16
rubickRubick710.29%67.771.43%+27.17%+28.57%+28.57%0.00%28:3418:2323:5730:3331:0236:1107:0505:14
winter_wyvernWinter Wyvern736.84%64.557.14%+15.47%-7.14%-7.14%0.00%29:4221:4022:0226:1536:4539:4714:4310:54
warlockWarlock820.00%61.362.50%+21.87%-12.50%-12.50%0.00%30:0821:5225:0629:2134:4436:0309:3807:08
pugnaPugna650.00%58.150.00%-16.67%0.00%-50.00%-8.00%20:3115:5717:0317:1623:1832:0806:1504:37
shadow_shamanShadow Shaman1325.00%54.846.15%-5.13%-12.82%+20.52%0.00%31:4118:0525:4930:0035:0251:4709:1306:49
omniknightOmniknight23.57%51.6100.00%+51.85%0.00%0.00%0.00%37:5837:2137:2138:3438:3438:3401:1300:54
furionNature's Prophet112.50%48.4100.00%0.00%0.00%0.00%0.00%30:3630:3630:3630:3630:3630:3600:0000:00
oracleOracle820.00%45.250.00%+6.25%0.00%0.00%0.00%33:4227:5427:5532:3934:5244:1706:5705:08
dark_willowDark Willow310.00%41.966.67%0.00%-66.67%0.00%0.00%29:4427:0827:0828:1033:5533:5506:4705:01
witch_doctorWitch Doctor425.00%38.750.00%+16.67%+50.00%-50.00%-47.62%27:4522:5622:5624:0925:0238:5302:0601:33
chenChen37.89%35.566.67%+12.38%+33.33%0.00%0.00%38:3615:4815:4837:001:03:001:03:0047:1234:57
spirit_breakerSpirit Breaker68.00%32.350.00%+2.17%0.00%+50.00%0.00%32:2224:0526:0031:3332:3948:0006:3904:55
silencerSilencer14.55%29.0100.00%0.00%0.00%0.00%0.00%36:5136:5136:5136:5136:5136:5100:0000:00
earthshakerEarthshaker14.00%25.8100.00%0.00%0.00%0.00%0.00%26:2826:2826:2826:2826:2826:2800:0000:00
tidehunterTidehunter13.57%22.6100.00%0.00%0.00%0.00%0.00%30:1430:1430:1430:1430:1430:1400:0000:00
keeper_of_the_lightKeeper of the Light350.00%19.433.33%+33.33%-33.33%0.00%3.16%30:0423:5123:5131:5834:2334:2310:3207:48
dazzleDazzle318.75%16.133.33%-35.90%+66.67%0.00%0.00%31:4423:5023:5031:1140:1140:1116:2112:06
tinyTiny25.71%12.950.00%-10.61%-50.00%0.00%0.00%26:3522:0122:0131:0931:0931:0909:0806:45
disruptorDisruptor316.67%9.733.33%-13.34%-33.33%0.00%7.94%33:5031:3231:3234:1535:4435:4404:1203:06
earth_spiritEarth Spirit14.76%6.50.00%0.00%0.00%0.00%0.00%46:2646:2646:2646:2646:2646:2600:0000:00
linaLina12.44%3.20.00%0.00%0.00%0.00%0.00%42:0642:0642:0642:0642:0642:0600:0000:00