There is no correlation between Tower Damage and Win Rate and there are no clusters. The values are standardized.
Tower Damage Win Rate
Abaddon 0.030919 0.490766
Alchemist 0.422029 -0.816070
Ancient Apparition -1.087931 0.919118
Anti-Mage 1.467903 -0.333267
Arc Warden 1.271675 0.984460
Axe -0.789807 0.955419
Bane -0.943998 -0.238884
Batrider -1.134508 -2.888858
Beastmaster 0.200915 -1.033876
Bloodseeker 0.304158 0.026113
Bounty Hunter -0.865137 -0.144501
Brewmaster 0.456499 0.291111
Bristleback -0.092333 0.305631
Broodmother 1.801675 -1.759896
Centaur Warrunner -0.274941 0.893707
Chaos Knight 0.899398 1.416442
Chen 0.095823 -0.097310
Clinkz 1.376935 0.541588
Clockwerk -1.063886 -0.445800
Crystal Maiden -1.143588 -0.166282
Dark Seer -0.932564 0.592409
Dark Willow -0.657811 -0.075530
Dawnbreaker -0.343545 0.552478
Dazzle -0.992088 -0.129981
Death Prophet 0.173339 -0.511142
Disruptor -1.237414 -0.380458
Doom -0.873880 -1.585651
Dragon Knight 0.834830 -0.380458
Drow Ranger 1.300260 -0.021078
Earth Spirit -1.017142 -0.950384
Earthshaker -0.533214 0.443575
Elder Titan -0.651926 0.236659
Ember Spirit -0.382387 -1.730855
Enchantress -0.388104 -1.828868
Enigma -0.704893 -1.287983
Faceless Void 0.440189 -0.467580
Grimstroke -1.130977 0.247549
Gyrocopter 1.641767 0.534327
Hoodwink -0.842941 -0.678126
Huskar 0.706029 -0.151762
Invoker -0.007419 0.646861
Io -0.816542 0.229399
Jakiro -0.333120 1.467263
Juggernaut 1.325651 -0.242514
Keeper of the Light -1.121393 -1.505789
Kunkka -0.285702 1.060692
Legion Commander 0.480039 0.672271
Leshrac 0.481048 -0.765249
Lich -1.185793 0.853776
Lifestealer 1.089068 -0.191693
Lina 0.201756 -0.689017
Lion -1.219591 -1.189970
Lone Druid 3.412859 1.133294
Luna 1.673883 -0.768879
Lycan 1.912652 -0.035598
Magnus -0.732132 -1.306134
Marci -0.344217 -0.587374
Mars -0.649068 -1.277093
Medusa 0.875857 -0.754358
Meepo 1.805710 0.690422
Mirana -0.728938 -0.561963
Monkey King 0.388736 -1.538460
Morphling 1.973353 -1.415037
Muerta 1.328845 1.009871
Naga Siren 1.557525 0.879187
Nature's Prophet 0.689551 1.024391
Necrophos -0.600305 1.470893
Night Stalker 0.206464 1.038911
Nyx Assassin -1.068931 0.777544
Ogre Magi -0.790479 0.537958
Omniknight -0.509506 0.345562
Oracle -1.199245 1.075212
Outworld Destroyer 0.447083 1.038911
Pangolier -0.459398 -0.823330
Phantom Assassin 0.583282 1.064322
Phantom Lancer 0.966657 1.405552
Phoenix -0.911545 -0.253404
Primal Beast -0.654280 -0.220734
Puck -0.252409 -0.914083
Pudge -1.001840 -0.209843
Pugna 0.133825 -0.634565
Queen of Pain -0.133697 0.247549
Razor 0.349557 -0.111831
Riki -0.297641 1.209526
Rubick -1.163766 -1.850649
Sand King -0.896748 1.521715
Shadow Demon -1.058842 -0.935863
Shadow Fiend 1.945440 0.432685
Shadow Shaman 0.059504 1.006241
Silencer -0.626704 1.318429
Skywrath Mage -1.130809 0.436315
Slardar -0.254090 1.648768
Slark 0.692577 0.120496
Snapfire -0.579455 -1.781677
Sniper 0.949338 0.429054
Spectre 0.192004 1.612467
Spirit Breaker -0.905996 0.076935
Storm Spirit -0.255099 -1.106478
Sven 1.537684 0.341932
Techies -0.877411 -0.910453
Templar Assassin 1.302614 -1.182710
Terrorblade 2.201528 -1.440447
Tidehunter -0.282507 -0.416759
Timbersaw -0.610562 -2.082975
Tinker -1.283150 0.073305
Tiny 0.082540 -1.727225
Treant Protector -0.821082 1.717740
Troll Warlord 2.426677 1.082473
Tusk -0.884810 -0.892302
Underlord -0.256108 0.385493
Undying -1.022690 0.940899
Ursa 0.166109 -0.736208
Vengeful Spirit -0.938112 1.351100
Venomancer -0.813516 0.802955
Viper 0.325176 0.461725
Visage 1.757452 0.519807
Void Spirit 0.114488 -0.489361
Warlock -0.180274 1.543495
Weaver 1.059474 0.026113
Windranger -0.013304 -1.186340
Winter Wyvern -0.941980 -0.859631
Witch Doctor -1.157881 1.866574
Wraith King 1.240568 1.677809
Zeus -1.017814 0.995350