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DPC2021 Season 1: SA

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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
null_talismanNull Talisman16313.15%51.748.47%-5.63%+8.67%-14.32%-10.45%03:37-01:2901:5803:1004:1034:1903:17
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
zuusZeus2100.00%100.0100.00%0.00%0.00%0.00%0.00%03:4803:4603:4903:4903:4903:4900:0000:02
enigmaEnigma646.15%95.083.33%+19.41%-16.66%+16.67%21.98%01:16-01:2901:4302:2203:1403:1401:3102:12
invokerInvoker1593.75%90.066.67%-6.95%+13.33%-16.67%-12.41%03:1701:2501:4702:1004:1211:1902:2502:41
obsidian_destroyerOutworld Destroyer220.00%85.0100.00%+68.00%0.00%0.00%0.00%02:0901:1603:0103:0103:0103:0100:0001:14
batriderBatrider1672.73%80.056.25%-4.42%+23.75%-56.25%-12.80%05:5001:2303:3804:2109:5313:1606:1503:48
puckPuck3076.92%75.053.33%-4.91%+24.45%-10.47%-18.06%03:43-00:0901:5602:1803:5234:1901:5605:56
queenofpainQueen of Pain8100.00%70.050.00%+3.85%-16.67%0.00%4.10%02:47-00:0101:4002:1705:4406:2504:0402:11
linaLina1191.67%65.045.45%-7.23%-20.45%-12.12%4.81%02:3901:3901:5102:1803:3505:2301:4401:13
void_spiritVoid Spirit2284.62%60.045.45%+4.39%-2.59%-5.45%-0.99%04:5201:3603:3404:1806:2809:3002:5401:57
death_prophetDeath Prophet1493.33%55.042.86%+3.37%-2.86%-9.53%-6.67%02:2700:4601:5502:1802:4005:5200:4501:13
pugnaPugna3100.00%50.033.33%+3.33%+16.67%-33.33%-50.00%03:5601:3904:5305:1605:1605:1600:2301:59
leshracLeshrac1356.52%45.030.77%-20.62%+19.23%+2.56%-7.46%03:2001:4402:0204:1004:1604:3102:1401:05
storm_spiritStorm Spirit9100.00%40.022.22%-9.45%+44.45%-22.22%-66.67%03:4501:4003:4204:0804:0906:1100:2701:16
furionNature's Prophet13.70%35.0100.00%0.00%0.00%0.00%0.00%02:4502:4502:4502:4502:4502:4500:0000:00
dark_seerDark Seer220.00%30.050.00%+11.67%0.00%0.00%0.00%03:3203:0004:0404:0404:0404:0400:0000:45
grimstrokeGrimstroke25.00%25.050.00%+6.60%0.00%0.00%0.00%02:4901:5303:4403:4403:4403:4400:0001:18
shadow_shamanShadow Shaman14.17%20.00.00%0.00%0.00%0.00%0.00%03:0203:0203:0203:0203:0203:0200:0000:00
keeper_of_the_lightKeeper of the Light14.35%15.00.00%0.00%0.00%0.00%0.00%03:3703:3703:3703:3703:3703:3700:0000:00
visageVisage2100.00%10.00.00%0.00%0.00%0.00%0.00%02:2501:3803:1103:1103:1103:1100:0001:05
skywrath_mageSkywrath Mage3100.00%5.00.00%0.00%0.00%0.00%0.00%02:5702:0003:0603:4603:4603:4600:4000:53