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With 7.36 official Dota API stopped working.
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Pre-TI10 Teams Stats Recap

Including all tournaments and qualifiers since april (DPC 2021 Season 2)

Average creeps kills per game: 2018.6070

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
butterflyButterfly2802.74%50.056.43%+6.73%-3.57%-5.00%0.00%32:2717:5127:5832:0836:4860:0306:32
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
faceless_voidFaceless Void1410.29%100.085.71%+30.79%-10.71%+14.29%4.34%35:2124:1832:4735:5738:3342:2005:4604:16
naga_sirenNaga Siren1354.17%95.861.54%+16.09%+5.13%-28.21%-6.78%29:0222:2025:3629:4130:3137:3204:5503:38
drow_rangerDrow Ranger1021.74%91.770.00%+22.78%-3.33%+30.00%4.40%36:4630:0032:4735:5040:2145:3507:3405:36
medusaMedusa4735.61%87.555.32%+15.32%-21.99%+28.01%5.23%27:2617:5122:0926:5931:4340:2109:3407:05
terrorbladeTerrorblade2618.57%83.361.54%+10.66%+24.17%-28.21%-7.05%31:1022:4328:0229:4835:2842:3607:2605:30
juggernautJuggernaut1415.56%79.264.29%+12.97%-14.29%+2.38%0.00%33:2825:3030:0132:5338:2140:3908:2006:10
spectreSpectre2017.24%75.060.00%+12.08%+40.00%-40.00%-10.74%35:5129:1731:3736:0339:0441:3307:2705:31
gyrocopterGyrocopter2018.69%70.855.00%+15.92%+25.00%+25.00%0.00%32:4724:1027:5132:4836:5245:5209:0106:40
lunaLuna4025.64%66.747.50%-5.09%+12.50%+2.50%-1.39%30:3419:4426:1730:1133:2948:0707:1205:20
antimageAnti-Mage726.92%62.557.14%+20.30%-7.14%-7.14%0.00%28:1623:2723:3427:0628:2936:4804:5503:38
morphlingMorphling108.85%58.360.00%+11.46%-26.67%+40.00%5.67%42:1832:5335:5640:0847:4152:2311:4508:42
templar_assassinTemplar Assassin1911.88%54.247.37%-7.95%+12.63%-7.37%-2.21%32:2121:5228:1031:3737:1342:4709:0306:42
viperViper22.13%50.0100.00%+52.17%0.00%0.00%0.00%34:0634:0234:0234:0934:0934:0900:0700:05
arc_wardenArc Warden312.50%45.866.67%+28.57%-66.67%0.00%0.00%29:0125:0725:0727:2834:2934:2909:2206:56
phantom_lancerPhantom Lancer1421.88%41.735.71%-14.29%+14.29%-2.38%-3.40%36:5327:3934:0036:2138:5448:2704:5403:37
monkey_kingMonkey King34.11%37.566.67%+13.81%+33.33%0.00%0.00%41:5330:0630:0635:3160:0360:0329:5722:11
vengefulspiritVengeful Spirit13.85%33.3100.00%0.00%0.00%0.00%0.00%30:1130:1130:1130:1130:1130:1100:0000:00
bloodseekerBloodseeker45.80%29.250.00%-0.77%-50.00%-50.00%0.00%31:2419:0419:0432:0635:2239:0416:1812:04
life_stealerLifestealer11.22%25.0100.00%0.00%0.00%0.00%0.00%46:3546:3546:3546:3546:3546:3500:0000:00
miranaMirana10.58%20.8100.00%0.00%0.00%0.00%0.00%38:4638:4638:4638:4638:4638:4600:0000:00
nevermoreShadow Fiend39.09%16.733.33%-16.67%+66.67%0.00%0.00%35:0431:3131:3135:4837:5437:5406:2304:43
svenSven21.85%12.550.00%0.00%+50.00%0.00%0.00%43:5539:2439:2448:2648:2648:2609:0206:41
slarkSlark36.82%8.333.33%-10.57%+66.67%0.00%0.00%35:5233:1633:1635:1439:0539:0505:4904:18
razorRazor33.53%4.20.00%-51.22%0.00%0.00%0.00%35:4529:3029:3038:3139:1539:1509:4507:13