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The International 2019 Qualifiers

Dota 2 World Championships Qualifiers

Average number of buybacks per game by Dire: 3.2910

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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
stout_shieldStout Shield119744.66%65.850.79%+20.44%-7.31%+1.72%0.00%-01:03-01:30-01:29-01:29-01:2950:5900:00
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
bloodseekerBloodseeker2100.00%100.0100.00%+100.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
abyssal_underlordUnderlord1100.00%98.4100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
terrorbladeTerrorblade6100.00%96.883.33%+83.33%-33.33%+16.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
phantom_assassinPhantom Assassin4100.00%95.275.00%+75.00%-75.00%+25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
chaos_knightChaos Knight4100.00%95.275.00%+75.00%-75.00%+25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
ogre_magiOgre Magi150.00%92.1100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
phantom_lancerPhantom Lancer6100.00%90.566.67%+66.67%+33.33%-66.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
beastmasterBeastmaster41100.00%88.965.85%+65.85%-15.85%+14.15%0.00%-01:29-01:29-01:29-01:29-01:29-01:2300:0000:00
axeAxe37100.00%87.364.86%+64.86%+12.92%+12.92%0.00%-01:29-01:29-01:29-01:29-01:29-01:2400:0000:00
dragon_knightDragon Knight11100.00%85.763.64%+63.64%-30.31%+3.03%0.00%-01:28-01:29-01:29-01:29-01:29-01:2000:0000:00
slardarSlardar5100.00%84.160.00%+60.00%+40.00%+40.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
slarkSlark31100.00%82.558.06%+58.06%+4.44%+16.94%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
marsMars38100.00%81.057.89%+57.89%+22.11%-2.33%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
nyx_assassinNyx Assassin2376.67%79.460.87%-10.56%+5.80%+22.46%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
ember_spiritEmber Spirit92100.00%77.856.52%+56.52%-4.35%+4.35%0.00%-01:29-01:29-01:29-01:29-01:29-01:2500:0000:00
life_stealerLifestealer41100.00%76.256.10%+56.10%-16.10%+3.90%0.00%-01:29-01:29-01:29-01:29-01:29-01:2500:0000:00
juggernautJuggernaut67100.00%74.653.73%+53.73%-6.67%+5.09%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
tinyTiny1234.29%73.066.67%+10.15%+33.33%0.00%-33.33%01:33-01:29-01:29-01:29-01:2834:4700:0100:00
skeleton_kingWraith King91100.00%71.452.75%+52.75%-9.27%-0.58%0.00%-01:29-01:29-01:29-01:29-01:29-01:2100:0000:00
antimageAnti-Mage19100.00%69.852.63%+52.63%+7.37%+7.37%0.00%-01:29-01:29-01:29-01:29-01:29-01:2500:0000:00
meepoMeepo2100.00%68.350.00%+50.00%+50.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
dark_seerDark Seer34100.00%66.750.00%+50.00%-16.67%0.00%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
night_stalkerNight Stalker8100.00%65.150.00%+50.00%0.00%+50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
shredderTimbersaw28100.00%63.550.00%+50.00%-7.14%-7.14%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
alchemistAlchemist16100.00%61.950.00%+50.00%+25.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
undyingUndying1173.33%60.354.55%-20.45%+45.45%-21.22%0.00%-01:05-01:29-01:29-01:29-01:2903:0000:0000:00
centaurCentaur Warrunner90100.00%58.748.89%+48.89%+11.98%+1.11%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
troll_warlordTroll Warlord2870.00%57.150.00%+16.67%-7.14%+7.14%14.28%03:34-01:29-01:29-01:29-01:2849:4600:0100:00
elder_titanElder Titan685.71%55.650.00%-50.00%-50.00%+50.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
monkey_kingMonkey King13100.00%54.046.15%+46.15%-12.82%+20.52%0.00%-01:28-01:29-01:29-01:29-01:29-01:2400:0000:00
treantTreant Protector212.50%52.4100.00%+42.86%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
svenSven5998.33%50.845.76%+45.76%+7.57%-5.76%0.00%-01:29-01:30-01:29-01:29-01:29-01:2500:0000:00
ursaUrsa11100.00%49.245.45%+45.45%+21.22%-12.12%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
spirit_breakerSpirit Breaker6789.33%47.646.27%-16.23%-10.98%-10.98%0.00%-00:50-01:29-01:29-01:29-01:2940:2900:0000:00
bristlebackBristleback18100.00%46.044.44%+44.44%-4.44%+30.56%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
doom_bringerDoom25100.00%44.444.00%+44.00%+6.00%+22.67%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
omniknightOmniknight4173.21%42.946.34%-13.66%-6.34%-6.34%0.00%-01:29-01:29-01:29-01:29-01:29-01:2400:0000:00
pangolierPangolier23100.00%41.343.48%+43.48%+6.52%-10.15%0.00%-01:29-01:30-01:29-01:29-01:29-01:2800:0000:00
rikiRiki125.00%39.7100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
kunkkaKunkka29100.00%38.141.38%+41.38%+15.76%-12.81%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
lone_druidLone Druid5100.00%36.540.00%+40.00%-40.00%+60.00%0.00%-01:01-01:29-01:29-01:29-01:2900:5200:0000:00
sand_kingSand King3487.18%34.941.18%+1.18%+3.26%-28.68%0.00%-01:24-01:29-01:29-01:29-01:2901:2900:0000:00
naga_sirenNaga Siren19100.00%33.336.84%+36.84%-16.84%+3.16%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
legion_commanderLegion Commander14100.00%31.735.71%+35.71%-10.71%-2.38%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
earth_spiritEarth Spirit838.10%30.250.00%+26.92%0.00%0.00%0.00%-01:28-01:29-01:29-01:29-01:29-01:1900:0000:00
broodmotherBroodmother114.29%28.6100.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
furionNature's Prophet112.50%27.0100.00%0.00%0.00%0.00%0.00%17:1117:1117:1117:1117:1117:1100:0000:00
tidehunterTidehunter1760.71%25.435.29%-46.53%+14.71%+14.71%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
magnataurMagnus626.09%23.850.00%-8.82%0.00%+50.00%50.00%-01:29-01:29-01:29-01:29-01:28-01:2800:0100:00
faceless_voidFaceless Void11100.00%22.227.27%+27.27%-27.27%+39.40%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
earthshakerEarthshaker728.00%20.642.86%-1.58%+7.14%+7.14%0.00%01:50-01:29-01:29-01:29-01:2921:4300:0000:00
spectreSpectre8100.00%19.025.00%+25.00%+25.00%-25.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
dazzleDazzle16.25%17.5100.00%0.00%0.00%0.00%0.00%33:0333:0333:0333:0333:0333:0300:0000:00
sniperSniper16.25%15.9100.00%0.00%0.00%0.00%0.00%50:5950:5950:5950:5950:5950:5900:0000:00
rattletrapClockwerk787.50%14.314.29%+14.29%-14.29%-14.29%0.00%03:53-01:29-01:29-01:29-01:2936:0300:0000:00
silencerSilencer14.55%12.70.00%0.00%0.00%0.00%0.00%40:1140:1140:1140:1140:1140:1100:0000:00
viperViper150.00%11.10.00%0.00%0.00%0.00%0.00%15:4715:4715:4715:4715:4715:4700:0000:00
lionLion116.67%9.50.00%0.00%0.00%0.00%0.00%11:2311:2311:2311:2311:2311:2300:0000:00
shadow_shamanShadow Shaman11.92%7.90.00%0.00%0.00%0.00%0.00%18:1418:1418:1418:1418:1418:1400:0000:00
brewmasterBrewmaster583.33%6.30.00%-100.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2800:0000:00
bounty_hunterBounty Hunter2100.00%4.80.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00
venomancerVenomancer114.29%3.20.00%0.00%0.00%0.00%0.00%17:4317:4317:4317:4317:4317:4300:0000:00
lycanLycan1100.00%1.60.00%0.00%0.00%0.00%0.00%-01:29-01:29-01:29-01:29-01:29-01:2900:0000:00