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Pre-TI10 Teams Stats Recap

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

Total buybacks: 4847

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
kayaKaya6826.67%76.357.62%+8.89%-0.31%+1.79%0.22%23:0609:1817:4722:2427:301:05:4107:11
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
beastmasterBeastmaster68.22%100.0100.00%+44.78%0.00%0.00%0.00%25:4718:2119:2325:5331:1532:0711:5208:47
void_spiritVoid Spirit8155.10%97.261.73%+26.88%+3.27%-11.73%-1.38%23:5710:4918:3424:3429:2645:4910:5208:02
shredderTimbersaw11367.66%94.459.29%+33.36%-2.15%+5.00%0.83%22:5513:1918:1721:1626:5644:2508:3906:24
puckPuck5426.60%91.762.96%+12.62%-5.82%-1.42%0.73%25:3618:4021:5024:5127:5039:3006:0004:26
leshracLeshrac17979.56%88.953.07%+7.42%+9.15%-8.63%-2.53%22:2511:3818:1421:1925:1546:2907:0105:11
storm_spiritStorm Spirit11489.06%86.152.63%+16.92%+16.34%-6.20%-3.55%16:3509:1812:3113:4318:5237:4306:2104:42
sand_kingSand King1210.08%83.375.00%+24.53%-8.33%-8.33%0.00%30:5221:1924:4228:2433:0547:1908:2306:12
death_prophetDeath Prophet2824.35%80.657.14%+24.96%0.00%0.00%0.00%27:0113:2721:4326:1431:2643:5609:4307:11
pugnaPugna212.50%77.8100.00%+57.14%0.00%0.00%0.00%25:0323:4723:4726:1826:1826:1802:3101:51
necrolyteNecrophos419.05%75.075.00%+33.82%+25.00%+25.00%0.00%25:1519:5719:5720:1821:5238:5401:5501:25
bristlebackBristleback58.93%72.280.00%+30.98%+20.00%+20.00%0.00%25:4222:3822:3824:3525:1931:3502:4101:59
ember_spiritEmber Spirit2627.96%69.450.00%+8.21%+7.14%-33.33%-9.13%24:3617:2822:1224:0226:3839:2604:2603:17
centaurCentaur Warrunner32.04%66.7100.00%+47.92%0.00%0.00%0.00%47:1832:1032:1044:031:05:411:05:4133:3124:49
linaLina31.74%63.9100.00%+50.89%0.00%0.00%0.00%25:5419:4119:4126:0631:5631:5612:1509:04
winter_wyvernWinter Wyvern31.70%61.1100.00%+51.45%0.00%0.00%0.00%30:4927:0027:0031:5433:3233:3206:3204:50
snapfireSnapfire31.66%58.3100.00%+48.31%0.00%0.00%0.00%29:2119:1419:1432:1136:3936:3917:2512:54
viperViper22.13%55.6100.00%+52.17%0.00%0.00%0.00%28:4917:4717:4739:5139:5139:5122:0416:20
hoodwinkHoodwink42.45%52.875.00%+31.60%+25.00%-75.00%0.00%30:2225:1025:1029:2232:4934:0507:3905:40
keeper_of_the_lightKeeper of the Light34.17%50.066.67%+8.70%+33.33%0.00%0.00%28:5021:3221:3230:4334:1434:1412:4209:24
doom_bringerDoom64.65%47.250.00%-2.03%0.00%-50.00%0.00%25:4716:2822:1922:3631:3533:2009:1606:51
queenofpainQueen of Pain13.13%44.4100.00%0.00%0.00%0.00%0.00%21:2621:2621:2621:2621:2621:2600:0000:00
skywrath_mageSkywrath Mage12.17%41.7100.00%0.00%0.00%0.00%0.00%34:5334:5334:5334:5334:5334:5300:0000:00
batriderBatrider11.22%38.9100.00%0.00%0.00%0.00%0.00%27:0127:0127:0127:0127:0127:0100:0000:00
pangolierPangolier10.68%36.1100.00%0.00%0.00%0.00%0.00%26:1126:1126:1126:1126:1126:1100:0000:00
tidehunterTidehunter10.66%33.3100.00%0.00%0.00%0.00%0.00%46:5746:5746:5746:5746:5746:5700:0000:00
tinkerTinker325.00%30.633.33%-22.23%+66.67%0.00%0.00%27:4125:4625:4627:3429:4229:4203:5602:54
abyssal_underlordUnderlord26.25%27.850.00%+23.33%+50.00%0.00%0.00%30:3721:3621:3639:3739:3739:3718:0113:20
wispIo23.51%25.050.00%+4.55%-50.00%0.00%0.00%27:1826:5626:5627:3927:3927:3900:4300:31
earth_spiritEarth Spirit22.22%22.250.00%+7.95%+50.00%0.00%0.00%25:0124:4324:4325:1925:1925:1900:3600:26
gyrocopterGyrocopter21.87%19.450.00%+8.10%+50.00%0.00%0.00%22:1919:4719:4724:5024:5024:5005:0303:44
morphlingMorphling21.77%16.750.00%+0.45%+50.00%0.00%0.00%34:0631:3431:3436:3736:3736:3705:0303:44
zuusZeus847.06%13.912.50%-9.72%-12.50%-12.50%0.00%28:5115:3917:2723:5630:5255:2313:2509:56
invokerInvoker10.89%11.10.00%0.00%0.00%0.00%0.00%33:4333:4333:4333:4333:4333:4300:0000:00
obsidian_destroyerOutworld Destroyer18.33%8.30.00%0.00%0.00%0.00%0.00%23:0123:0123:0123:0123:0123:0100:0000:00
tinyTiny21.14%5.60.00%-48.55%0.00%0.00%0.00%39:3829:2629:2649:4949:4949:4920:2315:05
techiesTechies116.67%2.80.00%0.00%0.00%0.00%0.00%28:3728:3728:3728:3728:3728:3700:0000:00