There is no correlation between Pick Rate and Win Rate and there are no clusters. The values are standardized.
Pick Rate Win Rate
Abaddon -0.844153 0.490766
Alchemist -0.933861 -0.816070
Ancient Apparition -0.106753 0.919118
Anti-Mage 0.496086 -0.333267
Arc Warden -0.919508 0.984460
Axe 1.446992 0.955419
Bane -0.953597 -0.238884
Batrider -1.283723 -2.888858
Beastmaster -1.136602 -1.033876
Bloodseeker -0.487115 0.026113
Bounty Hunter -0.036780 -0.144501
Brewmaster -0.941038 0.291111
Bristleback 0.479938 0.305631
Broodmother -1.301665 -1.759896
Centaur Warrunner -0.503263 0.893707
Chaos Knight -0.259256 1.416442
Chen -1.305253 -0.097310
Clinkz -0.264639 0.541588
Clockwerk -0.768799 -0.445800
Crystal Maiden 0.621677 -0.166282
Dark Seer -1.018187 0.592409
Dark Willow -0.252080 -0.075530
Dawnbreaker 0.447643 0.552478
Dazzle 0.278992 -0.129981
Death Prophet -0.993069 -0.511142
Disruptor -0.244903 -0.380458
Doom -0.835183 -1.585651
Dragon Knight -0.616295 -0.380458
Drow Ranger 0.998451 -0.021078
Earth Spirit -0.352553 -0.950384
Earthshaker 2.146715 0.443575
Elder Titan -1.220927 0.236659
Ember Spirit -0.343582 -1.730855
Enchantress -0.985892 -1.828868
Enigma -0.944626 -1.287983
Faceless Void 0.933861 -0.467580
Grimstroke -0.271816 0.247549
Gyrocopter 1.127631 0.534327
Hoodwink -0.155195 -0.678126
Huskar -0.347170 -0.151762
Invoker 1.974476 0.646861
Io -0.822623 0.229399
Jakiro 1.068424 1.467263
Juggernaut 1.237075 -0.242514
Keeper of the Light -1.009216 -1.505789
Kunkka -0.201843 1.060692
Legion Commander 2.248982 0.672271
Leshrac -1.174279 -0.765249
Lich 0.350759 0.853776
Lifestealer -0.359730 -0.191693
Lina 0.659355 -0.689017
Lion 1.967299 -1.189970
Lone Druid -0.966156 1.133294
Luna -0.774181 -0.768879
Lycan -1.280135 -0.035598
Magnus -0.560676 -1.306134
Marci -0.609118 -0.587374
Mars -0.652178 -1.277093
Medusa -0.781358 -0.754358
Meepo -1.122249 0.690422
Mirana 0.454820 -0.561963
Monkey King 0.304111 -1.538460
Morphling -0.655766 -1.415037
Muerta -0.551705 1.009871
Naga Siren -0.941038 0.879187
Nature's Prophet 2.317161 1.024391
Necrophos 1.118660 1.470893
Night Stalker -0.449438 1.038911
Nyx Assassin -0.212608 0.777544
Ogre Magi 0.950009 0.537958
Omniknight -0.874654 0.345562
Oracle -0.731121 1.075212
Outworld Destroyer 0.103164 1.038911
Pangolier -0.621677 -0.823330
Phantom Assassin 3.162211 1.064322
Phantom Lancer 0.078046 1.405552
Phoenix -0.793917 -0.253404
Primal Beast -0.243109 -0.220734
Puck -0.530175 -0.914083
Pudge 3.587427 -0.209843
Pugna -0.689855 -0.634565
Queen of Pain 0.361524 0.247549
Razor -0.130077 -0.111831
Riki 0.207226 1.209526
Rubick 1.280135 -1.850649
Sand King -0.338200 1.521715
Shadow Demon -1.104307 -0.935863
Shadow Fiend 1.145573 0.432685
Shadow Shaman 0.930273 1.006241
Silencer 0.950009 1.318429
Skywrath Mage 0.713180 0.436315
Slardar 0.490703 1.648768
Slark 1.294488 0.120496
Snapfire -0.187490 -1.781677
Sniper 2.030095 0.429054
Spectre 0.467379 1.612467
Spirit Breaker 1.046894 0.076935
Storm Spirit -0.244903 -1.106478
Sven 0.370495 0.341932
Techies -0.212608 -0.910453
Templar Assassin -0.433290 -1.182710
Terrorblade -0.953597 -1.440447
Tidehunter -0.289757 -0.416759
Timbersaw -0.844153 -2.082975
Tinker -0.261051 0.073305
Tiny -0.836977 -1.727225
Treant Protector -0.176725 1.717740
Troll Warlord -0.273610 1.082473
Tusk -0.566058 -0.892302
Underlord -0.975127 0.385493
Undying 0.180313 0.940899
Ursa 0.092399 -0.736208
Vengeful Spirit 0.761622 1.351100
Venomancer 0.153401 0.802955
Viper -0.018839 0.461725
Visage -1.265781 0.519807
Void Spirit -0.176725 -0.489361
Warlock 0.838771 1.543495
Weaver -0.492498 0.026113
Windranger 0.426114 -1.186340
Winter Wyvern -1.016393 -0.859631
Witch Doctor 2.902057 1.866574
Wraith King 1.089954 1.677809
Zeus 0.741886 0.995350