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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
keen_opticKeen Optic23712.22%38.045.57%-2.19%+5.28%-3.20%-2.83%11:3508:0009:0011:0012:0031:0002:13
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
chenChen150.00%100.0100.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
baneBane1031.25%98.680.00%+2.73%+20.00%+20.00%0.00%13:3010:0011:0011:0013:0023:0002:0001:28
winter_wyvernWinter Wyvern316.67%97.2100.00%+33.33%0.00%0.00%0.00%11:4011:0011:0012:0012:0012:0001:0000:44
witch_doctorWitch Doctor360.00%95.866.67%+66.67%+33.33%0.00%-8.33%11:0009:0009:0011:0013:0013:0004:0002:57
enchantressEnchantress214.29%94.4100.00%+41.67%0.00%0.00%0.00%12:0008:0008:0016:0016:0016:0008:0005:55
storm_spiritStorm Spirit36.38%93.0100.00%+56.82%0.00%0.00%0.00%08:2008:0008:0008:0009:0009:0001:0000:44
ogre_magiOgre Magi836.36%91.562.50%+12.50%+37.50%-62.50%-11.11%17:0809:0011:0012:0020:0031:0009:0006:40
tinyTiny35.45%90.1100.00%+50.00%0.00%0.00%0.00%09:4009:0009:0009:0011:0011:0002:0001:28
furionNature's Prophet417.39%88.775.00%+17.11%+25.00%-75.00%-100.00%13:4513:0013:0014:0014:0014:0001:0000:44
abaddonAbaddon337.50%87.366.67%+26.67%-66.67%0.00%6.06%13:0008:0008:0012:0019:0019:0011:0008:08
terrorbladeTerrorblade28.70%85.9100.00%+52.38%0.00%0.00%0.00%10:0009:0009:0011:0011:0011:0002:0001:28
rubickRubick1161.11%84.545.45%-25.98%+21.22%-45.45%-33.34%11:1108:0009:0010:0011:0026:0002:0001:28
pugnaPugna120.00%83.1100.00%0.00%0.00%0.00%0.00%11:0011:0011:0011:0011:0011:0000:0000:00
abyssal_underlordUnderlord120.00%81.7100.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
tinkerTinker330.00%80.366.67%-19.04%+33.33%0.00%-33.33%09:2009:0009:0009:0010:0010:0001:0000:44
disruptorDisruptor923.08%78.955.56%-1.11%-5.56%-55.56%-25.00%11:2708:0010:0011:0012:0015:0002:0001:28
grimstrokeGrimstroke266.67%77.550.00%+50.00%+50.00%0.00%-50.00%10:3010:0010:0011:0011:0011:0001:0000:44
ancient_apparitionAncient Apparition325.00%76.166.67%+11.11%-66.67%0.00%16.67%09:4008:0008:0009:0012:0012:0004:0002:57
earthshakerEarthshaker69.84%74.666.67%+17.58%+33.33%+33.33%0.00%14:5010:0010:0011:0014:0031:0004:0002:57
silencerSilencer519.23%73.260.00%+12.38%+40.00%+40.00%0.00%14:0012:0012:0013:0014:0018:0002:0001:28
monkey_kingMonkey King24.17%71.8100.00%+43.48%0.00%0.00%0.00%10:3010:0010:0011:0011:0011:0001:0000:44
queenofpainQueen of Pain318.75%70.466.67%+35.90%+33.33%0.00%-33.33%08:4008:0008:0009:0009:0009:0001:0000:44
skywrath_mageSkywrath Mage440.00%69.050.00%+33.33%+50.00%-50.00%-16.67%13:0009:0009:0012:0015:0016:0006:0004:26
necrolyteNecrophos111.11%67.6100.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
lionLion1939.58%66.236.84%-25.23%+3.16%+3.16%0.00%12:4109:0010:0012:0013:0020:0003:0002:13
earth_spiritEarth Spirit110.00%64.8100.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
elder_titanElder Titan1115.07%63.445.45%-17.45%-12.12%+21.22%8.34%13:0008:0010:0013:0014:0023:0004:0002:57
skeleton_kingWraith King19.09%62.0100.00%0.00%0.00%0.00%0.00%15:0015:0015:0015:0015:0015:0000:0000:00
legion_commanderLegion Commander310.34%60.666.67%+16.67%+33.33%0.00%-33.33%12:2012:0012:0012:0013:0013:0001:0000:44
centaurCentaur Warrunner240.00%59.250.00%+16.67%+50.00%0.00%-25.00%10:0009:0009:0011:0011:0011:0002:0001:28
sand_kingSand King15.56%57.7100.00%0.00%0.00%0.00%0.00%08:0008:0008:0008:0008:0008:0000:0000:00
snapfireSnapfire1118.03%56.336.36%-11.64%+30.31%-36.36%-22.22%13:4909:0010:0011:0013:0027:0003:0002:13
puckPuck526.32%54.940.00%-10.00%-40.00%-40.00%0.00%08:3608:0008:0008:0009:0010:0001:0000:44
morphlingMorphling413.33%53.550.00%-11.54%-50.00%+50.00%0.00%10:0008:0008:0009:0011:0012:0003:0002:13
crystal_maidenCrystal Maiden228.57%52.150.00%+10.00%-50.00%0.00%0.00%11:0011:0011:0011:0011:0011:0000:0000:00
magnataurMagnus49.09%50.750.00%-17.50%-50.00%-50.00%0.00%09:0008:0008:0009:0009:0010:0001:0000:44
linaLina512.50%49.340.00%-20.00%-40.00%-40.00%0.00%08:4808:0008:0009:0009:0010:0001:0000:44
hoodwinkHoodwink337.50%47.933.33%-6.67%-33.33%0.00%16.67%10:4010:0010:0010:0012:0012:0002:0001:28
shadow_shamanShadow Shaman457.14%46.525.00%-41.67%+75.00%-25.00%-50.00%12:3009:0009:0009:0011:0021:0002:0001:28
weaverWeaver59.62%45.140.00%-8.94%+60.00%-40.00%-33.33%10:1208:0008:0011:0011:0012:0003:0002:13
beastmasterBeastmaster327.27%43.733.33%-16.67%-33.33%0.00%3.70%12:0008:0008:0011:0017:0017:0009:0006:40
dragon_knightDragon Knight210.00%42.350.00%+16.67%+50.00%0.00%0.00%10:0008:0008:0012:0012:0012:0004:0002:57
phoenixPhoenix28.00%40.850.00%+6.52%+50.00%0.00%0.00%10:3009:0009:0012:0012:0012:0003:0002:13
miranaMirana318.75%39.433.33%-20.52%+66.67%0.00%0.00%10:0009:0009:0010:0011:0011:0002:0001:28
invokerInvoker310.34%38.033.33%-5.13%+66.67%0.00%0.00%11:4010:0010:0010:0015:0015:0005:0003:42
marsMars37.32%36.633.33%+1.75%-33.33%0.00%0.00%10:0009:0009:0010:0011:0011:0002:0001:28
doom_bringerDoom412.90%35.225.00%-45.37%-25.00%-25.00%0.00%09:0008:0008:0009:0009:0010:0001:0000:44
tidehunterTidehunter34.76%33.833.33%-20.00%+66.67%0.00%0.00%12:0009:0009:0010:0017:0017:0008:0005:55
phantom_assassinPhantom Assassin120.00%32.40.00%0.00%0.00%0.00%0.00%08:0008:0008:0008:0008:0008:0000:0000:00
vengefulspiritVengeful Spirit222.22%31.00.00%-42.86%0.00%0.00%0.00%10:3009:0009:0012:0012:0012:0003:0002:13
bristlebackBristleback116.67%29.60.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
clinkzClinkz18.33%28.20.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
lunaLuna14.35%26.80.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
windrunnerWindranger112.50%25.40.00%0.00%0.00%0.00%0.00%13:0013:0013:0013:0013:0013:0000:0000:00
leshracLeshrac28.70%23.90.00%-38.10%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
slardarSlardar112.50%22.50.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
wispIo58.33%21.10.00%-41.82%0.00%0.00%0.00%11:3610:0010:0012:0012:0013:0002:0001:28
bounty_hunterBounty Hunter120.00%19.70.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
rattletrapClockwerk15.88%18.30.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
warlockWarlock1100.00%16.90.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
void_spiritVoid Spirit49.30%15.50.00%-53.85%0.00%0.00%0.00%09:0008:0008:0008:0009:0011:0001:0000:44
pangolierPangolier17.14%14.10.00%0.00%0.00%0.00%0.00%08:0008:0008:0008:0008:0008:0000:0000:00
dark_willowDark Willow220.00%12.70.00%-75.00%0.00%0.00%0.00%12:3012:0012:0013:0013:0013:0001:0000:44
oracleOracle240.00%11.30.00%-66.67%0.00%0.00%0.00%13:3011:0011:0016:0016:0016:0005:0003:42
enigmaEnigma1100.00%9.90.00%0.00%0.00%0.00%0.00%11:0011:0011:0011:0011:0011:0000:0000:00
shredderTimbersaw19.09%8.50.00%0.00%0.00%0.00%0.00%09:0009:0009:0009:0009:0009:0000:0000:00
treantTreant Protector538.46%7.00.00%-62.50%0.00%0.00%0.00%11:0010:0010:0011:0011:0013:0001:0000:44
shadow_demonShadow Demon330.00%5.60.00%-42.86%0.00%0.00%0.00%13:2011:0011:0011:0018:0018:0007:0005:11
viperViper133.33%4.20.00%0.00%0.00%0.00%0.00%10:0010:0010:0010:0010:0010:0000:0000:00
gyrocopterGyrocopter15.26%2.80.00%0.00%0.00%0.00%0.00%08:0008:0008:0008:0008:0008:0000:0000:00
medusaMedusa13.70%1.40.00%0.00%0.00%0.00%0.00%08:0008:0008:0008:0008:0008:0000:0000:00