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DPC2021 Season 1: SA Closed Qualifier

DPC2021 S1 South America Closed Qualifier, hosted by Dota Pit

Median hero xpm: 510

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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
black_king_barBlack King Bar11227.32%96.459.82%+6.11%+5.70%+8.04%0.30%25:5317:0021:2325:1529:1454:5406:30
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
death_prophetDeath Prophet3100.00%100.0100.00%0.00%0.00%0.00%0.00%25:0820:2625:1529:4229:4229:4204:2704:38
enigmaEnigma1100.00%97.7100.00%0.00%0.00%0.00%0.00%18:3218:3218:3218:3218:3218:3200:0000:00
templar_assassinTemplar Assassin2100.00%95.5100.00%0.00%0.00%0.00%0.00%20:4620:0821:2321:2321:2321:2300:0000:53
weaverWeaver375.00%93.2100.00%0.00%0.00%0.00%0.00%23:1420:2124:2624:5524:5524:5500:2902:30
tinyTiny562.50%90.9100.00%+16.44%0.00%0.00%0.00%25:5321:0425:1627:4829:1929:1904:0303:07
queenofpainQueen of Pain266.67%88.6100.00%+42.86%0.00%0.00%0.00%20:4719:1522:1822:1822:1822:1800:0002:09
slardarSlardar266.67%86.4100.00%+38.46%0.00%0.00%0.00%26:4523:4229:4729:4729:4729:4700:0004:18
witch_doctorWitch Doctor150.00%84.1100.00%0.00%0.00%0.00%0.00%30:3530:3530:3530:3530:3530:3500:0000:00
night_stalkerNight Stalker150.00%81.8100.00%0.00%0.00%0.00%0.00%19:3419:3419:3419:3419:3419:3400:0000:00
visageVisage150.00%79.5100.00%0.00%0.00%0.00%0.00%28:3528:3528:3528:3528:3528:3500:0000:00
brewmasterBrewmaster150.00%77.3100.00%0.00%0.00%0.00%0.00%54:5454:5454:5454:5454:5454:5400:0000:00
legion_commanderLegion Commander150.00%75.0100.00%0.00%0.00%0.00%0.00%26:4426:4426:4426:4426:4426:4400:0000:00
marsMars318.75%72.7100.00%+55.14%0.00%0.00%0.00%32:0025:4430:5039:2539:2539:2508:3506:54
furionNature's Prophet685.71%70.566.67%-15.61%0.00%+33.33%1.70%25:1418:2618:5726:5038:3238:3219:3508:10
skeleton_kingWraith King538.46%68.280.00%+17.96%+20.00%+20.00%0.00%26:0521:1322:3228:1430:3430:3408:0204:00
gyrocopterGyrocopter5100.00%65.960.00%-5.79%+40.00%-60.00%-27.03%22:4520:3121:3323:2325:1525:1503:4201:48
pugnaPugna133.33%63.6100.00%0.00%0.00%0.00%0.00%31:2331:2331:2331:2331:2331:2300:0000:00
drow_rangerDrow Ranger133.33%61.4100.00%0.00%0.00%0.00%0.00%31:5331:5331:5331:5331:5331:5300:0000:00
storm_spiritStorm Spirit133.33%59.1100.00%0.00%0.00%0.00%0.00%30:5230:5230:5230:5230:5230:5200:0000:00
ember_spiritEmber Spirit975.00%56.855.56%-9.19%+44.44%-55.56%-22.30%24:5221:0222:1725:2326:4634:2704:2904:07
linaLina2100.00%54.550.00%+2.94%0.00%0.00%0.00%24:0419:0529:0229:0229:0229:0200:0007:02
bloodseekerBloodseeker2100.00%52.350.00%-6.52%0.00%0.00%0.00%23:2617:0229:4929:4929:4929:4900:0009:02
terrorbladeTerrorblade562.50%50.060.00%+2.11%-10.00%-60.00%-5.28%28:2521:5425:4432:0435:1235:1209:2805:15
monkey_kingMonkey King888.89%47.750.00%+10.78%+16.67%-50.00%-13.56%23:0318:2320:5525:3225:5026:2204:5503:10
invokerInvoker125.00%45.5100.00%0.00%0.00%0.00%0.00%37:2537:2537:2537:2537:2537:2500:0000:00
void_spiritVoid Spirit125.00%43.2100.00%0.00%0.00%0.00%0.00%30:5930:5930:5930:5930:5930:5900:0000:00
troll_warlordTroll Warlord777.78%40.942.86%+5.47%-9.53%+7.14%3.10%23:2617:2223:1324:0428:3629:1405:2304:39
batriderBatrider8100.00%38.637.50%-0.96%-4.17%+12.50%3.56%21:3317:0019:5922:0324:4026:0804:4103:01
earth_spiritEarth Spirit320.00%36.466.67%-4.40%+33.33%-66.67%0.00%28:2122:4129:2732:5632:5632:5603:2905:12
phantom_assassinPhantom Assassin375.00%34.133.33%+0.72%+16.67%-33.33%0.00%22:5019:2420:4028:2628:2628:2607:4604:53
tuskTusk17.69%31.8100.00%0.00%0.00%0.00%0.00%30:5730:5730:5730:5730:5730:5700:0000:00
crystal_maidenCrystal Maiden216.67%29.550.00%+13.24%0.00%0.00%0.00%38:3832:0345:1345:1345:1345:1300:0009:18
lycanLycan125.00%27.30.00%0.00%0.00%0.00%0.00%28:0128:0128:0128:0128:0128:0100:0000:00
axeAxe1100.00%25.00.00%0.00%0.00%0.00%0.00%38:3738:3738:3738:3738:3738:3700:0000:00
ursaUrsa1100.00%22.70.00%0.00%0.00%0.00%0.00%26:0026:0026:0026:0026:0026:0000:0000:00
arc_wardenArc Warden1100.00%20.50.00%0.00%0.00%0.00%0.00%25:1325:1325:1325:1325:1325:1300:0000:00
abyssal_underlordUnderlord120.00%18.20.00%0.00%0.00%0.00%0.00%30:4830:4830:4830:4830:4830:4800:0000:00
bristlebackBristleback150.00%15.90.00%0.00%0.00%0.00%0.00%26:3926:3926:3926:3926:3926:3900:0000:00
life_stealerLifestealer150.00%13.60.00%0.00%0.00%0.00%0.00%52:1452:1452:1452:1452:1452:1400:0000:00
leshracLeshrac433.33%11.40.00%-29.01%0.00%0.00%0.00%22:0617:3121:4222:4126:2926:2904:4703:41
viperViper120.00%9.10.00%0.00%0.00%0.00%0.00%27:4427:4427:4427:4427:4427:4400:0000:00
kunkkaKunkka150.00%6.80.00%0.00%0.00%0.00%0.00%23:2523:2523:2523:2523:2523:2500:0000:00
windrunnerWindranger1100.00%4.50.00%0.00%0.00%0.00%0.00%20:2620:2620:2620:2620:2620:2600:0000:00
nevermoreShadow Fiend1100.00%2.30.00%0.00%0.00%0.00%0.00%23:2223:2223:2223:2223:2223:2200:0000:00