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The International 2022 Qualifiers

The International 2022 Dota 2 Championships Regional Qualifiers

Median hero picks: 23

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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
monkey_king_barMonkey King Bar651.81%12.543.08%-7.01%+19.42%-5.58%0.00%35:5517:2429:3534:1942:2653:2009:31
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
antimageAnti-Mage133.33%100.0100.00%0.00%0.00%0.00%0.00%53:2053:2053:2053:2053:2053:2000:0000:00
medusaMedusa323.08%95.766.67%+6.67%-66.67%0.00%0.00%32:0129:5229:5232:3433:3733:3703:4502:46
faceless_voidFaceless Void46.15%91.375.00%+15.98%+25.00%+25.00%0.00%38:0526:3126:3129:5645:5349:5819:2214:20
morphlingMorphling22.44%87.0100.00%+48.75%0.00%0.00%0.00%38:0434:1934:1941:4841:4841:4807:2905:32
linaLina1320.31%82.638.46%-18.40%-5.13%-5.13%0.00%31:5322:4525:4032:1634:3642:2608:5606:37
troll_warlordTroll Warlord412.12%78.350.00%+12.07%+50.00%-50.00%0.00%39:0227:0427:0441:4243:0444:1616:0011:51
phantom_assassinPhantom Assassin13.85%73.9100.00%0.00%0.00%0.00%0.00%35:1535:1535:1535:1535:1535:1500:0000:00
ursaUrsa520.83%69.640.00%-17.89%+60.00%+60.00%0.00%40:1131:1831:1839:0542:3451:1011:1608:20
terrorbladeTerrorblade49.76%65.250.00%+1.35%+50.00%-50.00%0.00%34:1626:5426:5430:3532:1847:1605:2404:00
miranaMirana13.23%60.9100.00%0.00%0.00%0.00%0.00%26:2026:2026:2026:2026:2026:2000:0000:00
nevermoreShadow Fiend46.45%56.550.00%-6.90%+50.00%-50.00%0.00%40:2229:3529:3535:2743:4152:4414:0610:26
bloodseekerBloodseeker28.70%52.250.00%-7.14%+50.00%0.00%0.00%36:3734:1434:1439:0039:0039:0004:4603:31
templar_assassinTemplar Assassin821.05%47.825.00%-25.00%-25.00%-25.00%0.00%30:2617:2425:1426:4936:4939:5011:3508:34
slarkSlark26.06%43.550.00%-11.29%+50.00%0.00%0.00%52:3651:5551:5553:1653:1653:1601:2101:00
sniperSniper315.79%39.133.33%-22.92%+66.67%0.00%0.00%30:3824:5124:5131:2935:3335:3310:4207:55
drow_rangerDrow Ranger19.09%34.80.00%0.00%0.00%0.00%0.00%48:1548:1548:1548:1548:1548:1500:0000:00
alchemistAlchemist15.00%30.40.00%0.00%0.00%0.00%0.00%31:2031:2031:2031:2031:2031:2000:0000:00
furionNature's Prophet15.26%26.10.00%0.00%0.00%0.00%0.00%24:2724:2724:2724:2724:2724:2700:0000:00
monkey_kingMonkey King14.00%21.70.00%0.00%0.00%0.00%0.00%46:1446:1446:1446:1446:1446:1400:0000:00
pangolierPangolier11.52%17.40.00%0.00%0.00%0.00%0.00%51:1951:1951:1951:1951:1951:1900:0000:00
life_stealerLifestealer16.67%13.00.00%0.00%0.00%0.00%0.00%31:1131:1131:1131:1131:1131:1100:0000:00
windrunnerWindranger114.29%8.70.00%0.00%0.00%0.00%0.00%29:3529:3529:3529:3529:3529:3500:0000:00
weaverWeaver13.57%4.30.00%0.00%0.00%0.00%0.00%49:3149:3149:3149:3149:3149:3100:0000:00