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Spectral Wrapped 2023

NADCL Season 1

North American Dota Challengers League Season 1

Total observer wards destroyed: 1336

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Explain this to me
Team pickban stats include drafting stats of the team, as well as stats of their opponents (most picked and banned heroes against the team). Ranks are using team's picks and enemy bans stats (and vice versa). Higher team's rank means the hero is strong for the team, higher enemy's rank means the hero is stronger against the team. R-Ranks show the least effective heroes among the most frequent ones.
Columns
TotalTeamEnemy
HeroMatchesContest RateRankRev-RankPickedPickrateWinrateWR w/oBannedBanrateWinrateWR w/oRankRev-RankPickedPickrateWinrateWR w/oBannedBanrateWinrateWR w/o
earthshakerEarthshaker4100.00%97.8768.09125.00%100.00%66.67%00.00%0.00%75.00%38.3091.49125.00%0.00%0.00%250.00%50.00%0.00%
silencerSilencer4100.00%74.4795.74250.00%50.00%100.00%00.00%0.00%75.00%29.7929.7900.00%0.00%25.00%250.00%0.00%50.00%
pugnaPugna4100.00%72.3412.7700.00%0.00%75.00%375.00%100.00%0.00%100.006.3800.00%0.00%25.00%125.00%100.00%0.00%
necrolyteNecrophos4100.00%14.8985.1100.00%0.00%75.00%125.00%100.00%66.67%89.3672.34250.00%50.00%50.00%125.00%0.00%33.33%
terrorbladeTerrorblade4100.00%76.6087.23125.00%100.00%66.67%00.00%0.00%75.00%87.2314.89125.00%100.00%0.00%250.00%0.00%50.00%
enchantressEnchantress4100.00%36.1793.6200.00%0.00%75.00%250.00%50.00%100.00%70.2165.9600.00%0.00%25.00%250.00%0.00%50.00%
tinyTiny4100.00%100.0065.96250.00%100.00%50.00%125.00%0.00%100.00%31.9197.87125.00%0.00%0.00%00.00%0.00%25.00%
dark_willowDark Willow375.00%95.7472.34375.00%66.67%100.00%00.00%0.00%75.00%14.8912.7700.00%0.00%0.00%00.00%0.00%0.00%
winter_wyvernWinter Wyvern375.00%34.0431.9100.00%0.00%75.00%375.00%66.67%100.00%93.6270.2100.00%0.00%0.00%00.00%0.00%0.00%
weaverWeaver375.00%34.0423.4000.00%0.00%75.00%375.00%66.67%100.00%93.6270.2100.00%0.00%0.00%00.00%0.00%0.00%
phantom_lancerPhantom Lancer375.00%6.38100.00125.00%0.00%100.00%125.00%100.00%66.67%80.8544.6800.00%0.00%25.00%125.00%0.00%33.33%
ursaUrsa375.00%72.3425.5300.00%0.00%75.00%125.00%100.00%66.67%68.0974.47125.00%0.00%33.33%125.00%100.00%0.00%
phoenixPhoenix375.00%65.9691.4900.00%0.00%0.00%00.00%0.00%0.00%55.3259.5700.00%0.00%25.00%375.00%33.33%0.00%
templar_assassinTemplar Assassin250.00%34.0417.0200.00%0.00%75.00%250.00%100.00%50.00%95.748.5100.00%0.00%0.00%00.00%0.00%0.00%
spectreSpectre250.00%34.0423.4000.00%0.00%75.00%125.00%0.00%100.00%17.0297.87125.00%0.00%33.33%00.00%0.00%25.00%
storm_spiritStorm Spirit250.00%63.8370.2100.00%0.00%0.00%00.00%0.00%0.00%40.4359.5700.00%0.00%25.00%250.00%50.00%0.00%
abyssal_underlordUnderlord250.00%46.8185.1100.00%0.00%0.00%00.00%0.00%0.00%87.2346.81125.00%100.00%33.33%125.00%0.00%33.33%
undyingUndying250.00%34.0431.9100.00%0.00%75.00%125.00%100.00%66.67%97.8723.40125.00%100.00%33.33%00.00%0.00%25.00%
witch_doctorWitch Doctor250.00%38.3051.0600.00%0.00%0.00%00.00%0.00%0.00%48.94100.00250.00%0.00%50.00%00.00%0.00%25.00%
enigmaEnigma250.00%6.38100.00125.00%0.00%100.00%00.00%0.00%75.00%29.7942.5500.00%0.00%25.00%125.00%0.00%33.33%
viperViper250.00%34.0417.0200.00%0.00%75.00%125.00%0.00%100.00%6.3897.87125.00%0.00%33.33%00.00%0.00%25.00%
leshracLeshrac125.00%61.7051.0600.00%0.00%0.00%00.00%0.00%0.00%65.9691.49125.00%0.00%33.33%00.00%0.00%25.00%
meepoMeepo125.00%61.7051.0600.00%0.00%0.00%00.00%0.00%0.00%61.7091.49125.00%0.00%33.33%00.00%0.00%25.00%
broodmotherBroodmother125.00%53.1985.1100.00%0.00%0.00%00.00%0.00%0.00%59.5759.5700.00%0.00%25.00%125.00%0.00%33.33%
ember_spiritEmber Spirit125.00%72.3463.8300.00%0.00%0.00%00.00%0.00%0.00%55.3259.5700.00%0.00%25.00%125.00%100.00%0.00%
ogre_magiOgre Magi125.00%61.7051.0600.00%0.00%0.00%00.00%0.00%0.00%46.8191.49125.00%0.00%33.33%00.00%0.00%25.00%
huskarHuskar125.00%46.8185.1100.00%0.00%0.00%00.00%0.00%0.00%63.8359.5700.00%0.00%25.00%125.00%0.00%33.33%
centaurCentaur Warrunner125.00%51.0651.0600.00%0.00%0.00%00.00%0.00%0.00%46.8191.49125.00%0.00%33.33%00.00%0.00%25.00%
skywrath_mageSkywrath Mage125.00%51.0651.0600.00%0.00%0.00%00.00%0.00%0.00%57.4591.49125.00%0.00%33.33%00.00%0.00%25.00%
invokerInvoker125.00%40.4385.1100.00%0.00%0.00%00.00%0.00%0.00%55.3259.5700.00%0.00%25.00%125.00%0.00%33.33%
rattletrapClockwerk125.00%61.7051.0600.00%0.00%0.00%00.00%0.00%0.00%87.2361.70125.00%100.00%33.33%00.00%0.00%25.00%
queenofpainQueen of Pain125.00%8.5189.36125.00%0.00%100.00%00.00%0.00%75.00%29.7942.5500.00%0.00%0.00%00.00%0.00%0.00%
kunkkaKunkka125.00%42.5555.3200.00%0.00%0.00%00.00%0.00%0.00%46.8191.49125.00%0.00%33.33%00.00%0.00%25.00%
svenSven125.00%34.046.3800.00%0.00%0.00%00.00%0.00%0.00%38.3091.49125.00%0.00%33.33%00.00%0.00%25.00%
shadow_demonShadow Demon125.00%34.0431.9100.00%0.00%75.00%125.00%100.00%66.67%80.8521.2800.00%0.00%0.00%00.00%0.00%0.00%
dazzleDazzle125.00%93.6261.70125.00%100.00%66.67%00.00%0.00%75.00%29.7942.5500.00%0.00%0.00%00.00%0.00%0.00%
morphlingMorphling125.00%93.6219.15125.00%100.00%66.67%00.00%0.00%75.00%4.2612.7700.00%0.00%0.00%00.00%0.00%0.00%
skeleton_kingWraith King125.00%34.0410.6400.00%0.00%75.00%125.00%100.00%66.67%80.854.2600.00%0.00%0.00%00.00%0.00%0.00%
tinkerTinker125.00%12.776.3800.00%0.00%75.00%125.00%100.00%66.67%80.8563.8300.00%0.00%0.00%00.00%0.00%0.00%
juggernautJuggernaut125.00%12.776.3800.00%0.00%75.00%125.00%100.00%66.67%80.8531.9100.00%0.00%0.00%00.00%0.00%0.00%
vengefulspiritVengeful Spirit125.00%93.6261.70125.00%100.00%66.67%00.00%0.00%75.00%29.7942.5500.00%0.00%0.00%00.00%0.00%0.00%
bristlebackBristleback125.00%93.6236.17125.00%100.00%66.67%00.00%0.00%75.00%14.8919.1500.00%0.00%0.00%00.00%0.00%0.00%
shredderTimbersaw125.00%93.6236.17125.00%100.00%66.67%00.00%0.00%75.00%14.8919.1500.00%0.00%0.00%00.00%0.00%0.00%
treantTreant Protector125.00%93.628.51125.00%100.00%66.67%00.00%0.00%75.00%14.8929.7900.00%0.00%0.00%00.00%0.00%0.00%
batriderBatrider125.00%93.6253.19125.00%100.00%66.67%00.00%0.00%75.00%34.0429.7900.00%0.00%0.00%00.00%0.00%0.00%
clinkzClinkz125.00%93.6261.70125.00%100.00%66.67%00.00%0.00%75.00%29.7942.5500.00%0.00%0.00%00.00%0.00%0.00%
monkey_kingMonkey King125.00%2.1385.1100.00%0.00%0.00%00.00%0.00%0.00%4.262.1300.00%0.00%25.00%125.00%0.00%33.33%