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The International 2017 Qualifiers

Dota 2 World Championships Qualifiers

Total buybacks: 1060

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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
invis_swordShadow Blade2478.23%61.555.06%+6.79%-1.83%+7.84%0.85%26:2312:0718:5723:4930:161:44:4108:22
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
magnataurMagnus981.82%100.077.78%+27.78%+22.22%-27.78%-12.24%32:1324:1929:4131:2233:4642:3004:0503:01
spirit_breakerSpirit Breaker514.71%97.5100.00%+58.62%0.00%0.00%0.00%33:4721:3121:3129:2132:011:03:2210:3007:46
drow_rangerDrow Ranger1470.00%95.064.29%+30.96%-14.29%+35.71%7.14%21:1014:4417:0618:4324:0631:5407:0005:11
linaLina4856.47%92.560.42%+11.77%+22.91%-18.75%-7.40%22:2412:5319:2421:2225:0234:1505:3804:10
arc_wardenArc Warden2100.00%90.050.00%+50.00%+50.00%0.00%-23.08%21:3320:2820:2822:3822:3822:3802:1001:36
slarkSlark10100.00%87.550.00%+50.00%+16.67%0.00%-6.06%14:4412:2413:1114:3515:5618:3102:4502:02
furionNature's Prophet724.14%85.071.43%+7.79%+28.57%-21.43%-7.04%33:0219:0924:5031:1231:5650:3507:0605:15
razorRazor35.66%82.5100.00%+54.00%0.00%0.00%0.00%38:5533:1633:1639:3343:5543:5510:3907:53
legion_commanderLegion Commander1725.37%80.058.82%+8.82%+16.18%+16.18%0.00%33:2621:0624:4127:3841:451:09:4117:0412:38
juggernautJuggernaut715.22%77.571.43%+20.15%+28.57%-71.43%-14.18%19:0213:1713:5416:4820:5728:0107:0305:13
faceless_voidFaceless Void2044.44%75.050.00%-2.00%+50.00%-10.00%-11.15%23:1518:1220:1621:3625:3931:2005:2303:59
enchantressEnchantress120.00%72.5100.00%0.00%0.00%0.00%0.00%38:4138:4138:4138:4138:4138:4100:0000:00
troll_warlordTroll Warlord925.71%70.055.56%+1.71%-5.56%-5.56%0.00%18:0015:2315:3217:1217:3924:3702:0701:34
dragon_knightDragon Knight721.21%67.557.14%+18.68%-7.14%-7.14%0.00%22:2216:4217:4418:3525:3730:1007:5305:50
kunkkaKunkka24.44%65.0100.00%+65.12%0.00%0.00%0.00%43:5639:2539:2548:2648:2648:2609:0106:40
earthshakerEarthshaker3239.02%62.537.50%+3.50%0.00%-12.50%-1.37%30:3418:5025:4328:3134:5054:0109:0706:45
meepoMeepo240.00%60.050.00%+50.00%+50.00%0.00%0.00%15:1713:4413:4416:4916:4916:4903:0502:17
doom_bringerDoom17.14%57.5100.00%0.00%0.00%0.00%0.00%27:3927:3927:3927:3927:3927:3900:0000:00
terrorbladeTerrorblade16.67%55.0100.00%0.00%0.00%0.00%0.00%37:5037:5037:5037:5037:5037:5000:0000:00
queenofpainQueen of Pain54.67%52.560.00%+3.14%-60.00%+40.00%0.00%27:0321:2021:2029:5230:3530:4309:1506:51
tidehunterTidehunter15.88%50.0100.00%0.00%0.00%0.00%0.00%41:1641:1641:1641:1641:1641:1600:0000:00
enigmaEnigma14.76%47.5100.00%0.00%0.00%0.00%0.00%54:1554:1554:1554:1554:1554:1500:0000:00
slardarSlardar13.70%45.0100.00%0.00%0.00%0.00%0.00%35:3635:3635:3635:3635:3635:3600:0000:00
svenSven12.50%42.5100.00%0.00%0.00%0.00%0.00%42:1142:1142:1142:1142:1142:1100:0000:00
nevermoreShadow Fiend1242.86%40.025.00%-43.75%-25.00%+41.67%20.94%15:1712:0713:1313:4516:2421:5403:1102:21
shadow_shamanShadow Shaman12.08%37.5100.00%0.00%0.00%0.00%0.00%1:04:441:04:441:04:441:04:441:04:441:04:4400:0000:00
rattletrapClockwerk11.10%35.0100.00%0.00%0.00%0.00%0.00%59:1359:1359:1359:1359:1359:1300:0000:00
miranaMirana211.11%32.550.00%-6.25%-50.00%0.00%0.00%26:0223:1123:1128:5228:5228:5205:4104:12
obsidian_destroyerOutworld Destroyer28.00%30.050.00%-6.52%-50.00%0.00%0.00%28:5919:2419:2438:3438:3438:3419:1014:11
venomancerVenomancer711.11%27.528.57%-17.86%-28.57%+21.43%3.60%25:3012:5915:2928:0929:2340:4913:5410:17
bloodseekerBloodseeker26.25%25.050.00%-3.33%-50.00%0.00%0.00%15:4714:5414:5416:3916:3916:3901:4501:17
lycanLycan25.00%22.550.00%0.00%+50.00%0.00%0.00%22:2018:5818:5825:4225:4225:4206:4404:59
sand_kingSand King21.41%20.050.00%+3.57%+50.00%0.00%0.00%1:25:261:06:111:06:111:44:411:44:411:44:4138:3028:31
batriderBatrider36.00%17.533.33%-26.24%-33.33%0.00%0.00%35:0226:1826:1838:0440:4540:4514:2710:42
viperViper17.14%15.00.00%0.00%0.00%0.00%0.00%21:0821:0821:0821:0821:0821:0800:0000:00
vengefulspiritVengeful Spirit214.29%12.50.00%-58.33%0.00%0.00%0.00%24:1021:4421:4426:3526:3526:3504:5103:35
lone_druidLone Druid17.14%10.00.00%0.00%0.00%0.00%0.00%1:05:171:05:171:05:171:05:171:05:171:05:1700:0000:00
windrunnerWindranger116.67%7.50.00%0.00%0.00%0.00%0.00%14:4314:4314:4314:4314:4314:4300:0000:00
tinyTiny125.00%5.00.00%0.00%0.00%0.00%0.00%31:1331:1331:1331:1331:1331:1300:0000:00
sniperSniper116.67%2.50.00%0.00%0.00%0.00%0.00%23:2723:2723:2723:2723:2723:2700:0000:00