There is no correlation between Hero Damage and Win Rate and there are no clusters. The values are standardized.
Hero Damage Win Rate
Abaddon -1.073482 0.490766
Alchemist -0.125509 -0.816070
Ancient Apparition -0.681879 0.919118
Anti-Mage -0.225403 -0.333267
Arc Warden 2.027890 0.984460
Axe 0.921528 0.955419
Bane -1.367486 -0.238884
Batrider -0.780370 -2.888858
Beastmaster -0.112687 -1.033876
Bloodseeker 0.683339 0.026113
Bounty Hunter -0.768186 -0.144501
Brewmaster -0.292956 0.291111
Bristleback 1.951980 0.305631
Broodmother -0.494785 -1.759896
Centaur Warrunner 0.110511 0.893707
Chaos Knight 0.445788 1.416442
Chen -2.144376 -0.097310
Clinkz 0.635688 0.541588
Clockwerk -0.254746 -0.445800
Crystal Maiden -1.386687 -0.166282
Dark Seer -0.234716 0.592409
Dark Willow -0.414411 -0.075530
Dawnbreaker -0.025360 0.552478
Dazzle -1.871294 -0.129981
Death Prophet 0.386081 -0.511142
Disruptor -1.768402 -0.380458
Doom -0.587535 -1.585651
Dragon Knight -0.274074 -0.380458
Drow Ranger 0.578533 -0.021078
Earth Spirit -0.502057 -0.950384
Earthshaker 0.170920 0.443575
Elder Titan -0.371544 0.236659
Ember Spirit 1.548449 -1.730855
Enchantress -0.617962 -1.828868
Enigma -0.270949 -1.287983
Faceless Void -0.241031 -0.467580
Grimstroke -1.402507 0.247549
Gyrocopter 1.804563 0.534327
Hoodwink -0.420471 -0.678126
Huskar 0.799882 -0.151762
Invoker 0.326310 0.646861
Io -2.750183 0.229399
Jakiro -0.551111 1.467263
Juggernaut 0.560545 -0.242514
Keeper of the Light -0.562593 -1.505789
Kunkka 0.416253 1.060692
Legion Commander 0.892504 0.672271
Leshrac 0.858696 -0.765249
Lich -0.908331 0.853776
Lifestealer 0.107194 -0.191693
Lina 0.845874 -0.689017
Lion -1.856941 -1.189970
Lone Druid -0.388831 1.133294
Luna 0.367136 -0.768879
Lycan -0.868590 -0.035598
Magnus -1.420559 -1.306134
Marci -1.343821 -0.587374
Mars -0.581283 -1.277093
Medusa 0.587017 -0.754358
Meepo 0.140811 0.690422
Mirana -1.330935 -0.561963
Monkey King 0.583636 -1.538460
Morphling 0.482467 -1.415037
Muerta 1.625826 1.009871
Naga Siren -0.132972 0.879187
Nature's Prophet 0.388377 1.024391
Necrophos 1.671052 1.470893
Night Stalker -0.589002 1.038911
Nyx Assassin 0.354888 0.777544
Ogre Magi -0.347560 0.537958
Omniknight -0.859086 0.345562
Oracle -1.973995 1.075212
Outworld Destroyer 1.224591 1.038911
Pangolier 0.437814 -0.823330
Phantom Assassin 1.514960 1.064322
Phantom Lancer 1.006878 1.405552
Phoenix -0.372246 -0.253404
Primal Beast 0.329819 -0.220734
Puck 0.903731 -0.914083
Pudge -0.625617 -0.209843
Pugna 0.451975 -0.634565
Queen of Pain 1.253360 0.247549
Razor 1.146896 -0.111831
Riki 0.750190 1.209526
Rubick -0.844669 -1.850649
Sand King 0.491780 1.521715
Shadow Demon -0.917581 -0.935863
Shadow Fiend 1.033542 0.432685
Shadow Shaman -1.367423 1.006241
Silencer -0.484834 1.318429
Skywrath Mage -0.052534 0.436315
Slardar -0.443818 1.648768
Slark -0.100185 0.120496
Snapfire -0.503205 -1.781677
Sniper 1.704287 0.429054
Spectre 2.085683 1.612467
Spirit Breaker -0.724682 0.076935
Storm Spirit 0.330329 -1.106478
Sven 0.737751 0.341932
Techies 0.781830 -0.910453
Templar Assassin 0.826993 -1.182710
Terrorblade 0.281849 -1.440447
Tidehunter -0.876755 -0.416759
Timbersaw 0.555761 -2.082975
Tinker 2.253066 0.073305
Tiny -0.378689 -1.727225
Treant Protector -1.530149 1.717740
Troll Warlord 0.782531 1.082473
Tusk -0.838099 -0.892302
Underlord -0.308074 0.385493
Undying -1.586347 0.940899
Ursa 0.991186 -0.736208
Vengeful Spirit -1.529511 1.351100
Venomancer 0.271707 0.802955
Viper 0.907686 0.461725
Visage -0.311072 0.519807
Void Spirit 0.518954 -0.489361
Warlock 0.077596 1.543495
Weaver 0.758228 0.026113
Windranger -0.185726 -1.186340
Winter Wyvern -0.959873 -0.859631
Witch Doctor 0.309470 1.866574
Wraith King 0.497521 1.677809
Zeus 2.626042 0.995350