There is no correlation between gpm and Pick Rate and there are no clusters. The values are standardized.
gpm Pick Rate
Abaddon -0.818282 -0.844153
Alchemist 1.959302 -0.933861
Ancient Apparition -1.183011 -0.106753
Anti-Mage 1.705658 0.496086
Arc Warden 2.257958 -0.919508
Axe 0.305873 1.446992
Bane -1.579560 -0.953597
Batrider -0.794098 -1.283723
Beastmaster 0.015664 -1.136602
Bloodseeker 0.843825 -0.487115
Bounty Hunter 0.033600 -0.036780
Brewmaster 0.320106 -0.941038
Bristleback 0.368011 0.479938
Broodmother 0.429224 -1.301665
Centaur Warrunner 0.139362 -0.503263
Chaos Knight 0.667015 -0.259256
Chen -1.116938 -1.305253
Clinkz 0.023764 -0.264639
Clockwerk -1.115550 -0.768799
Crystal Maiden -1.634409 0.621677
Dark Seer -0.161030 -1.018187
Dark Willow -0.994745 -0.252080
Dawnbreaker 0.186110 0.447643
Dazzle -1.335405 0.278992
Death Prophet -0.021827 -0.993069
Disruptor -1.805896 -0.244903
Doom 0.881085 -0.835183
Dragon Knight 0.288864 -0.616295
Drow Ranger 1.004204 0.998451
Earth Spirit -0.737977 -0.352553
Earthshaker -0.191810 2.146715
Elder Titan -0.759153 -1.220927
Ember Spirit 0.754263 -0.343582
Enchantress -1.093449 -0.985892
Enigma -1.191921 -0.944626
Faceless Void 1.221745 0.933861
Grimstroke -1.440010 -0.271816
Gyrocopter 1.498878 1.127631
Hoodwink -0.739481 -0.155195
Huskar 0.108004 -0.347170
Invoker 0.066115 1.974476
Io -2.036281 -0.822623
Jakiro -1.189838 1.068424
Juggernaut 1.313043 1.237075
Keeper of the Light -0.648993 -1.009216
Kunkka 0.691546 -0.201843
Legion Commander 0.378310 2.248982
Leshrac 0.320916 -1.174279
Lich -1.429943 0.350759
Lifestealer 0.776711 -0.359730
Lina 0.743039 0.659355
Lion -1.672363 1.967299
Lone Druid 0.830286 -0.966156
Luna 1.209364 -0.774181
Lycan 0.471459 -1.280135
Magnus -0.527379 -0.560676
Marci -1.065562 -0.609118
Mars -0.185561 -0.652178
Medusa 1.297306 -0.781358
Meepo 1.066920 -1.122249
Mirana -1.061396 0.454820
Monkey King 0.507678 0.304111
Morphling 1.242689 -0.655766
Muerta 1.244078 -0.551705
Naga Siren 1.798923 -0.941038
Nature's Prophet 0.700109 2.317161
Necrophos 0.924593 1.118660
Night Stalker 0.125592 -0.449438
Nyx Assassin -0.919647 -0.212608
Ogre Magi -0.264362 0.950009
Omniknight -0.726869 -0.874654
Oracle -1.732765 -0.731121
Outworld Destroyer 0.889995 0.103164
Pangolier 0.636351 -0.621677
Phantom Assassin 1.645256 3.162211
Phantom Lancer 1.291057 0.078046
Phoenix -0.996828 -0.793917
Primal Beast -0.087089 -0.243109
Puck 0.675578 -0.530175
Pudge -0.809372 3.587427
Pugna -0.849409 -0.689855
Queen of Pain 0.542044 0.361524
Razor 0.647575 -0.130077
Riki 0.492982 0.207226
Rubick -1.212286 1.280135
Sand King 0.109855 -0.338200
Shadow Demon -1.464079 -1.104307
Shadow Fiend 1.224406 1.145573
Shadow Shaman -1.135915 0.930273
Silencer -0.868386 0.950009
Skywrath Mage -1.364334 0.713180
Slardar 0.195483 0.490703
Slark 0.756230 1.294488
Snapfire -0.594030 -0.187490
Sniper 1.027693 2.030095
Spectre 1.203231 0.467379
Spirit Breaker -0.355313 1.046894
Storm Spirit 0.565650 -0.244903
Sven 1.768259 0.370495
Techies -0.826729 -0.212608
Templar Assassin 1.364304 -0.433290
Terrorblade 1.508251 -0.953597
Tidehunter -0.422889 -0.289757
Timbersaw 0.108119 -0.844153
Tinker 0.542854 -0.261051
Tiny -0.282876 -0.836977
Treant Protector -1.562551 -0.176725
Troll Warlord 1.369395 -0.273610
Tusk -0.923350 -0.566058
Underlord -0.339344 -0.975127
Undying -1.115087 0.180313
Ursa 1.154284 0.092399
Vengeful Spirit -1.523555 0.761622
Venomancer -0.974148 0.153401
Viper 0.169679 -0.018839
Visage -0.043581 -1.265781
Void Spirit 0.422050 -0.176725
Warlock -0.805207 0.838771
Weaver 0.767223 -0.492498
Windranger -0.182553 0.426114
Winter Wyvern -1.209046 -1.016393
Witch Doctor -0.875329 2.902057
Wraith King 1.076409 1.089954
Zeus 0.123393 0.741886