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The International 2017 Qualifiers

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Average creeps kills per game by Dire: 947.8771

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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
yashaYasha2889.60%75.055.56%+7.70%+9.72%-1.39%-1.16%22:1809:3815:4019:2725:152:02:5107:05
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
morphlingMorphling1100.00%100.0100.00%0.00%0.00%0.00%0.00%19:4219:4219:4219:4219:4219:4200:0000:00
spectreSpectre1100.00%97.3100.00%0.00%0.00%0.00%0.00%27:3927:3927:3927:3927:3927:3900:0000:00
svenSven1435.00%94.678.57%+32.42%-3.57%-11.90%-0.79%20:2111:5915:4118:1826:1328:4710:3207:48
terrorbladeTerrorblade1493.33%91.957.14%+57.14%+42.86%-23.81%-15.39%16:4309:4514:0217:2818:2225:0704:2003:12
nevermoreShadow Fiend1035.71%89.270.00%+31.11%-3.33%+30.00%3.87%17:0811:2212:3013:5921:0726:5208:3706:22
troll_warlordTroll Warlord2880.00%86.557.14%+14.28%+14.29%0.00%-3.90%17:4811:3914:4416:1918:2440:2903:4002:42
bloodseekerBloodseeker1443.75%83.864.29%+19.85%+35.71%+2.38%-3.40%23:4012:5618:5422:0228:4337:0909:4907:16
rikiRiki218.18%81.1100.00%+55.56%0.00%0.00%0.00%33:5630:2130:2137:3037:3037:3007:0905:17
life_stealerLifestealer1027.78%78.470.00%+12.31%+30.00%-20.00%-9.35%27:4318:0722:4022:4528:0148:2705:2103:57
antimageAnti-Mage19100.00%75.752.63%+52.63%+7.37%-32.63%-18.32%19:3616:0417:4719:2719:5827:3502:1101:37
gyrocopterGyrocopter1588.24%73.053.33%+53.33%+21.67%-3.33%-3.50%21:1712:4516:5920:5624:0733:0707:0805:17
juggernautJuggernaut4189.13%70.351.22%-28.78%+28.78%-21.22%-8.22%16:0510:1512:2014:4018:2528:5106:0504:30
phantom_lancerPhantom Lancer2100.00%67.650.00%+50.00%-50.00%0.00%0.00%24:3511:4811:4837:2237:2237:2225:3418:56
faceless_voidFaceless Void2453.33%64.954.17%+6.55%+29.16%-4.17%-4.30%26:3016:0620:2624:4528:1152:2407:4505:44
viperViper1071.43%62.250.00%+25.00%+16.67%0.00%-1.32%23:0213:2517:5321:5430:2832:1212:3509:19
razorRazor3158.49%59.548.39%-1.61%+1.61%+1.61%0.00%19:3309:3816:1918:5121:3533:3705:1603:54
miranaMirana738.89%56.857.14%+2.59%-7.14%-7.14%0.00%19:0915:3515:5118:2418:5324:4803:0202:14
chaos_knightChaos Knight650.00%54.150.00%+16.67%+50.00%+50.00%0.00%23:3817:3521:2022:3527:5328:5806:3304:51
lunaLuna562.50%51.440.00%+40.00%+60.00%-40.00%0.00%20:2815:1915:1919:3223:2926:1908:1006:02
slarkSlark110.00%48.6100.00%0.00%0.00%0.00%0.00%21:2821:2821:2821:2821:2821:2800:0000:00
venomancerVenomancer57.94%45.960.00%+16.90%-60.00%+40.00%4.83%53:5227:4627:4637:3748:292:01:0520:4315:20
meepoMeepo240.00%43.250.00%+50.00%-50.00%0.00%0.00%45:5322:3422:341:09:111:09:111:09:1146:3734:31
medusaMedusa660.00%40.533.33%-16.67%+16.67%-33.33%-12.05%17:0911:1412:4112:5616:5034:0704:0903:04
bristlebackBristleback35.36%37.866.67%+25.16%-66.67%0.00%0.00%27:3525:4925:4927:3829:1729:1703:2802:34
furionNature's Prophet13.45%35.1100.00%0.00%0.00%0.00%0.00%2:02:512:02:512:02:512:02:512:02:512:02:5100:0000:00
dragon_knightDragon Knight13.03%32.4100.00%0.00%0.00%0.00%0.00%20:1520:1520:1520:1520:1520:1500:0000:00
weaverWeaver12.78%29.7100.00%0.00%0.00%0.00%0.00%37:4737:4737:4737:4737:4737:4700:0000:00
crystal_maidenCrystal Maiden12.13%27.0100.00%0.00%0.00%0.00%0.00%54:2954:2954:2954:2954:2954:2900:0000:00
rattletrapClockwerk11.10%24.3100.00%0.00%0.00%0.00%0.00%1:56:501:56:501:56:501:56:501:56:501:56:5000:0000:00
drow_rangerDrow Ranger210.00%21.650.00%-5.56%+50.00%0.00%0.00%19:2615:0715:0723:4423:4423:4408:3706:22
templar_assassinTemplar Assassin26.45%18.950.00%+5.17%-50.00%0.00%0.00%15:3810:4210:4220:3320:3320:3309:5107:17
phantom_assassinPhantom Assassin333.33%16.20.00%-50.00%0.00%0.00%0.00%28:2220:5820:5825:1338:5638:5617:5813:18
vengefulspiritVengeful Spirit17.14%13.50.00%0.00%0.00%0.00%0.00%34:0034:0034:0034:0034:0034:0000:0000:00
naga_sirenNaga Siren150.00%10.80.00%0.00%0.00%0.00%0.00%28:0528:0528:0528:0528:0528:0500:0000:00
ember_spiritEmber Spirit13.57%8.10.00%0.00%0.00%0.00%0.00%52:2252:2252:2252:2252:2252:2200:0000:00
sniperSniper116.67%5.40.00%0.00%0.00%0.00%0.00%31:3731:3731:3731:3731:3731:3700:0000:00
arc_wardenArc Warden150.00%2.70.00%0.00%0.00%0.00%0.00%35:4035:4035:4035:4035:4035:4000:0000:00