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The International 2018 Qualifiers

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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
sheepstickScythe of Vyse773.14%51.961.04%+11.81%+23.17%+7.38%0.00%44:0426:5236:3343:3250:181:08:2210:11
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
meepoMeepo150.00%100.0100.00%0.00%0.00%0.00%0.00%27:1727:1727:1727:1727:1727:1700:0000:00
queenofpainQueen of Pain318.75%97.3100.00%+84.62%0.00%0.00%0.00%34:0532:1732:1732:5836:5936:5904:4203:28
miranaMirana46.56%94.6100.00%+35.09%0.00%0.00%0.00%40:2837:1337:1337:3938:3148:2801:1800:57
templar_assassinTemplar Assassin310.34%91.9100.00%+38.46%0.00%0.00%0.00%31:0527:2827:2829:3536:1236:1208:4406:28
doom_bringerDoom37.69%89.2100.00%+58.33%0.00%0.00%0.00%52:3540:3640:3652:101:04:591:04:5924:2318:03
tinkerTinker545.45%86.560.00%+43.33%+40.00%-60.00%-15.00%36:3131:2931:2936:1938:0942:0006:4004:56
pudgePudge125.00%83.8100.00%0.00%0.00%0.00%0.00%52:2952:2952:2952:2952:2952:2900:0000:00
naga_sirenNaga Siren34.41%81.1100.00%+55.38%0.00%0.00%0.00%43:5639:4139:4141:3550:3250:3210:5108:02
lichLich120.00%78.4100.00%0.00%0.00%0.00%0.00%56:2556:2556:2556:2556:2556:2500:0000:00
phoenixPhoenix320.00%75.766.67%+8.34%-66.67%0.00%10.61%46:1043:5243:5244:2950:0950:0906:1704:39
invokerInvoker111.11%73.0100.00%0.00%0.00%0.00%0.00%36:3336:3336:3336:3336:3336:3300:0000:00
ember_spiritEmber Spirit58.06%70.360.00%+10.88%+40.00%+40.00%0.00%48:0037:4837:4848:1649:1859:4711:3008:31
dark_seerDark Seer18.33%67.6100.00%0.00%0.00%0.00%0.00%32:1132:1132:1132:1132:1132:1100:0000:00
visageVisage16.25%64.9100.00%0.00%0.00%0.00%0.00%39:3039:3039:3039:3039:3039:3000:0000:00
obsidian_destroyerOutworld Destroyer233.33%62.250.00%+50.00%+50.00%0.00%0.00%39:0235:2135:2142:4342:4342:4307:2205:27
storm_spiritStorm Spirit414.81%59.550.00%+2.17%+50.00%+50.00%0.00%42:1235:2835:2838:5944:0350:1808:3506:21
chenChen13.70%56.8100.00%0.00%0.00%0.00%0.00%48:4448:4448:4448:4448:4448:4400:0000:00
leshracLeshrac46.35%54.150.00%+5.93%-50.00%-50.00%0.00%55:5943:5143:5155:401:01:561:02:2818:0513:23
linaLina12.17%51.4100.00%0.00%0.00%0.00%0.00%39:4639:4639:4639:4639:4639:4600:0000:00
death_prophetDeath Prophet513.51%48.640.00%-19.38%+60.00%-40.00%0.00%42:0734:0834:0843:3243:5649:3009:4807:15
broodmotherBroodmother218.18%45.950.00%+16.67%+50.00%0.00%0.00%40:0635:2035:2044:5244:5244:5209:3207:03
sand_kingSand King11.75%43.2100.00%0.00%0.00%0.00%0.00%1:07:331:07:331:07:331:07:331:07:331:07:3300:0000:00
rattletrapClockwerk11.61%40.5100.00%0.00%0.00%0.00%0.00%60:2660:2660:2660:2660:2660:2600:0000:00
beastmasterBeastmaster11.33%37.8100.00%0.00%0.00%0.00%0.00%35:3035:3035:3035:3035:3035:3000:0000:00
furionNature's Prophet213.33%35.150.00%+11.54%-50.00%0.00%0.00%27:1026:5226:5227:2827:2827:2800:3600:26
bloodseekerBloodseeker25.13%32.450.00%+4.05%+50.00%0.00%0.00%53:3452:4952:4954:1854:1854:1801:2901:05
skywrath_mageSkywrath Mage22.63%29.750.00%+2.70%+50.00%0.00%0.00%55:0754:2554:2555:4855:4855:4801:2301:01
jakiroJakiro36.25%27.033.33%-13.34%-33.33%0.00%0.00%46:2842:5542:5546:0650:2450:2407:2905:32
nyx_assassinNyx Assassin19.09%24.30.00%0.00%0.00%0.00%0.00%1:01:401:01:401:01:401:01:401:01:401:01:4000:0000:00
windrunnerWindranger10.98%21.60.00%0.00%0.00%0.00%0.00%1:08:221:08:221:08:221:08:221:08:221:08:2200:0000:00
pangolierPangolier14.00%18.90.00%0.00%0.00%0.00%0.00%59:3059:3059:3059:3059:3059:3000:0000:00
venomancerVenomancer210.53%16.20.00%-47.06%0.00%0.00%0.00%43:1437:1637:1649:1149:1149:1111:5508:49
clinkzClinkz114.29%13.50.00%0.00%0.00%0.00%0.00%44:4944:4944:4944:4944:4944:4900:0000:00
zuusZeus14.17%10.80.00%0.00%0.00%0.00%0.00%45:3745:3745:3745:3745:3745:3700:0000:00
nevermoreShadow Fiend215.38%8.10.00%-63.64%0.00%0.00%0.00%33:4428:2828:2838:5938:5938:5910:3107:47
arc_wardenArc Warden125.00%5.40.00%0.00%0.00%0.00%0.00%37:2537:2537:2537:2537:2537:2500:0000:00
brewmasterBrewmaster13.70%2.70.00%0.00%0.00%0.00%0.00%44:3344:3344:3344:3344:3344:3300:0000:00