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DPC2021 Season 1

Dota Pro Circuit 2021: Season 1 - All regional leagues and the Singapore Major

Median hero bans: 70

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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
lotus_orbLotus Orb3403.69%93.467.06%+18.05%+4.70%-2.35%-0.57%31:3714:2524:4830:3837:121:16:0109:11
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
necrolyteNecrophos1100.00%100.0100.00%0.00%0.00%0.00%0.00%26:0826:0826:0826:0826:0826:0800:0000:00
rubickRubick73.59%98.1100.00%+55.85%0.00%0.00%0.00%39:0626:0436:0739:1641:1246:5205:0503:45
keeper_of_the_lightKeeper of the Light137.47%96.384.62%+33.07%+15.38%+15.38%0.00%35:4421:4725:4537:2142:4758:1517:0212:37
viperViper56.94%94.4100.00%+49.25%0.00%0.00%0.00%27:5422:1222:1229:5730:3733:0408:2506:14
batriderBatrider64.08%92.6100.00%+52.48%0.00%0.00%0.00%32:5818:0124:0425:4148:3551:2524:3118:09
phoenixPhoenix2010.20%90.775.00%+10.80%-35.00%+5.00%3.41%32:0020:1224:5528:2336:3947:0211:4408:41
rattletrapClockwerk54.27%88.9100.00%+44.64%0.00%0.00%0.00%37:5032:3532:3538:0039:1245:5106:3704:54
shredderTimbersaw6756.30%87.056.72%+4.80%+7.99%-15.54%-3.29%24:0914:2519:2822:3826:3742:0707:0905:17
dark_seerDark Seer1323.64%85.269.23%+23.99%-35.90%+30.77%7.83%31:2822:4227:2329:5635:5440:5108:3106:18
abyssal_underlordUnderlord2127.27%83.361.90%+11.90%+38.10%-21.90%-4.75%33:2718:0225:3635:1138:1457:3012:3809:21
death_prophetDeath Prophet156.85%81.573.33%+24.80%+1.67%-23.33%-2.42%28:4420:0022:4628:4033:0637:5510:2007:39
tuskTusk73.76%79.685.71%+39.34%-35.71%+14.29%0.00%44:0634:1434:3240:0446:341:04:2812:0208:54
bloodseekerBloodseeker65.83%77.883.33%+40.03%+16.67%-83.33%0.00%32:1024:2528:5631:0832:2944:1403:3302:37
venomancerVenomancer713.73%75.971.43%+37.34%+28.57%-21.43%-18.18%28:0321:0525:5228:3428:3735:3802:4502:02
bristlebackBristleback1426.92%74.157.14%+9.77%+17.86%+9.53%0.00%21:3414:5618:1222:0724:0526:3705:5304:21
marsMars155.68%72.266.67%+19.68%+8.33%+8.33%0.00%37:2725:5432:5235:3339:0652:4206:1404:37
tidehunterTidehunter106.54%70.470.00%+18.25%+30.00%-20.00%0.00%31:3720:0327:2031:4538:0140:1510:4107:54
earth_spiritEarth Spirit41.64%68.5100.00%+57.50%0.00%0.00%0.00%34:3627:1027:1032:3232:4645:5605:3604:08
beastmasterBeastmaster63.37%66.783.33%+24.61%+16.67%+16.67%0.00%35:1529:1630:3835:3937:5241:4107:1405:21
sand_kingSand King1420.59%64.857.14%+8.99%+42.86%-57.14%-10.60%31:5123:1225:5531:5535:2138:5309:2606:59
elder_titanElder Titan33.06%63.0100.00%+41.05%0.00%0.00%0.00%41:1939:2739:2741:0043:3143:3104:0403:00
omniknightOmniknight120.00%61.1100.00%0.00%0.00%0.00%0.00%33:3033:3033:3033:3033:3033:3000:0000:00
pangolierPangolier1910.38%59.352.63%-1.03%+7.37%-12.63%-2.02%31:3420:4324:4331:4634:3748:1709:5407:20
dazzleDazzle116.67%57.4100.00%0.00%0.00%0.00%0.00%36:4636:4636:4636:4636:4636:4600:0000:00
miranaMirana1510.42%55.653.33%+6.04%-3.33%-28.33%-4.82%33:3321:1329:5132:1535:0250:0505:1103:50
tinyTiny23.92%53.7100.00%+53.06%0.00%0.00%0.00%41:0739:5339:5342:2142:2142:2102:2801:49
enchantressEnchantress22.38%51.9100.00%+48.78%0.00%0.00%0.00%36:5330:2930:2943:1743:1743:1712:4809:28
alchemistAlchemist22.25%50.0100.00%+56.32%0.00%0.00%0.00%27:4526:1226:1229:1729:1729:1703:0502:17
axeAxe312.50%48.166.67%+19.05%+33.33%0.00%0.00%45:5431:5131:5152:3353:1853:1821:2715:53
earthshakerEarthshaker21.29%46.3100.00%+43.14%0.00%0.00%0.00%30:0825:5325:5334:2334:2334:2308:3006:17
pugnaPugna421.05%44.450.00%+23.33%+50.00%-50.00%-23.35%26:1423:0223:0226:2727:1928:0904:1703:10
lunaLuna14.17%42.6100.00%0.00%0.00%0.00%0.00%32:5732:5732:5732:5732:5732:5700:0000:00
naga_sirenNaga Siren14.00%40.7100.00%0.00%0.00%0.00%0.00%59:3659:3659:3659:3659:3659:3600:0000:00
crystal_maidenCrystal Maiden32.44%38.966.67%+22.50%+33.33%0.00%0.00%40:2131:3531:3544:1245:1745:1713:4210:08
kunkkaKunkka12.17%37.0100.00%0.00%0.00%0.00%0.00%27:2427:2427:2427:2427:2427:2400:0000:00
gyrocopterGyrocopter12.08%35.2100.00%0.00%0.00%0.00%0.00%28:0728:0728:0728:0728:0728:0700:0000:00
brewmasterBrewmaster11.89%33.3100.00%0.00%0.00%0.00%0.00%37:3137:3137:3137:3137:3137:3100:0000:00
ogre_magiOgre Magi11.82%31.5100.00%0.00%0.00%0.00%0.00%60:2560:2560:2560:2560:2560:2500:0000:00
grimstrokeGrimstroke10.57%29.6100.00%0.00%0.00%0.00%0.00%24:4424:4424:4424:4424:4424:4400:0000:00
nyx_assassinNyx Assassin10.47%27.8100.00%0.00%0.00%0.00%0.00%36:2136:2136:2136:2136:2136:2100:0000:00
razorRazor25.13%25.950.00%-9.46%+50.00%0.00%0.00%33:3531:5031:5035:1935:1935:1903:2902:34
undyingUndying22.17%24.150.00%+14.44%-50.00%0.00%0.00%42:0441:1041:1042:5842:5842:5801:4801:20
obsidian_destroyerOutworld Destroyer21.87%22.250.00%+7.14%+50.00%0.00%0.00%33:1125:3825:3840:4340:4340:4315:0511:10
witch_doctorWitch Doctor21.72%20.450.00%0.00%+50.00%0.00%0.00%55:3135:0035:001:16:011:16:011:16:0141:0130:22
windrunnerWindranger12.22%18.50.00%0.00%0.00%0.00%0.00%41:3441:3441:3441:3441:3441:3400:0000:00
puckPuck20.60%16.70.00%-55.76%0.00%0.00%0.00%36:3628:5728:5744:1544:1544:1515:1811:20
ember_spiritEmber Spirit10.76%14.80.00%0.00%0.00%0.00%0.00%38:1338:1338:1338:1338:1338:1300:0000:00
void_spiritVoid Spirit10.32%13.00.00%0.00%0.00%0.00%0.00%39:3439:3439:3439:3439:3439:3400:0000:00
legion_commanderLegion Commander11.79%11.10.00%0.00%0.00%0.00%0.00%56:0356:0356:0356:0356:0356:0300:0000:00
slardarSlardar12.94%9.30.00%0.00%0.00%0.00%0.00%30:5230:5230:5230:5230:5230:5200:0000:00
ancient_apparitionAncient Apparition11.85%7.40.00%0.00%0.00%0.00%0.00%40:3540:3540:3540:3540:3540:3500:0000:00
leshracLeshrac11.35%5.60.00%0.00%0.00%0.00%0.00%26:4726:4726:4726:4726:4726:4700:0000:00
doom_bringerDoom14.35%3.70.00%0.00%0.00%0.00%0.00%32:5532:5532:5532:5532:5532:5500:0000:00
wispIo11.22%1.90.00%0.00%0.00%0.00%0.00%33:3833:3833:3833:3833:3833:3800:0000:00