There is no correlation between kda and Pick Rate and there are no clusters. The values are standardized.
| kda | Pick Rate | |
|---|---|---|
| Abaddon | 0.009813 | -0.844153 |
| Alchemist | -0.511700 | -0.933861 |
| Ancient Apparition | -0.039855 | -0.106753 |
| Anti-Mage | 0.357489 | 0.496086 |
| Arc Warden | 1.251512 | -0.919508 |
| Axe | -0.760040 | 1.446992 |
| Bane | -0.983546 | -0.953597 |
| Batrider | -1.082881 | -1.283723 |
| Beastmaster | -0.933878 | -1.136602 |
| Bloodseeker | 0.233319 | -0.487115 |
| Bounty Hunter | -0.362696 | -0.036780 |
| Brewmaster | 0.754833 | -0.941038 |
| Bristleback | -0.462032 | 0.479938 |
| Broodmother | -1.902403 | -1.301665 |
| Centaur Warrunner | 0.332655 | -0.503263 |
| Chaos Knight | 0.034647 | -0.259256 |
| Chen | -0.362696 | -1.305253 |
| Clinkz | -0.139190 | -0.264639 |
| Clockwerk | -0.586202 | -0.768799 |
| Crystal Maiden | -1.554727 | 0.621677 |
| Dark Seer | 0.531327 | -1.018187 |
| Dark Willow | -0.263360 | -0.252080 |
| Dawnbreaker | 0.556161 | 0.447643 |
| Dazzle | -1.405723 | 0.278992 |
| Death Prophet | 0.133983 | -0.993069 |
| Disruptor | -0.387530 | -0.244903 |
| Doom | -1.182217 | -0.835183 |
| Dragon Knight | -0.188858 | -0.616295 |
| Drow Ranger | 0.009813 | 0.998451 |
| Earth Spirit | -0.462032 | -0.352553 |
| Earthshaker | -0.238526 | 2.146715 |
| Elder Titan | -0.536534 | -1.220927 |
| Ember Spirit | 1.499852 | -0.343582 |
| Enchantress | -0.933878 | -0.985892 |
| Enigma | -1.902403 | -0.944626 |
| Faceless Void | 1.152176 | 0.933861 |
| Grimstroke | -0.263360 | -0.271816 |
| Gyrocopter | 0.282987 | 1.127631 |
| Hoodwink | 0.506493 | -0.155195 |
| Huskar | -1.952071 | -0.347170 |
| Invoker | 1.698524 | 1.974476 |
| Io | -0.313028 | -0.822623 |
| Jakiro | -0.834542 | 1.068424 |
| Juggernaut | 0.059481 | 1.237075 |
| Keeper of the Light | 0.307821 | -1.009216 |
| Kunkka | 1.052840 | -0.201843 |
| Legion Commander | -0.611036 | 2.248982 |
| Leshrac | -1.082881 | -1.174279 |
| Lich | -0.784874 | 0.350759 |
| Lifestealer | 0.456825 | -0.359730 |
| Lina | -0.337862 | 0.659355 |
| Lion | -1.852735 | 1.967299 |
| Lone Druid | 0.953504 | -0.966156 |
| Luna | -0.611036 | -0.774181 |
| Lycan | 1.152176 | -1.280135 |
| Magnus | -0.660704 | -0.560676 |
| Marci | -1.182217 | -0.609118 |
| Mars | -0.139190 | -0.652178 |
| Medusa | 1.773026 | -0.781358 |
| Meepo | -0.238526 | -1.122249 |
| Mirana | 0.705165 | 0.454820 |
| Monkey King | -0.511700 | 0.304111 |
| Morphling | 0.531327 | -0.655766 |
| Muerta | 0.158817 | -0.551705 |
| Naga Siren | 1.723358 | -0.941038 |
| Nature's Prophet | 0.034647 | 2.317161 |
| Necrophos | 0.655497 | 1.118660 |
| Night Stalker | 1.003172 | -0.449438 |
| Nyx Assassin | -0.685538 | -0.212608 |
| Ogre Magi | -0.635870 | 0.950009 |
| Omniknight | -0.884210 | -0.874654 |
| Oracle | 0.258153 | -0.731121 |
| Outworld Destroyer | 0.829335 | 0.103164 |
| Pangolier | 0.903837 | -0.621677 |
| Phantom Assassin | 0.729999 | 3.162211 |
| Phantom Lancer | 1.574354 | 0.078046 |
| Phoenix | -0.139190 | -0.793917 |
| Primal Beast | 0.407157 | -0.243109 |
| Puck | 1.276346 | -0.530175 |
| Pudge | -1.281553 | 3.587427 |
| Pugna | -0.586202 | -0.689855 |
| Queen of Pain | 1.922029 | 0.361524 |
| Razor | 0.109149 | -0.130077 |
| Riki | 1.475018 | 0.207226 |
| Rubick | -0.685538 | 1.280135 |
| Sand King | -0.337862 | -0.338200 |
| Shadow Demon | -0.859376 | -1.104307 |
| Shadow Fiend | -0.635870 | 1.145573 |
| Shadow Shaman | -1.803067 | 0.930273 |
| Silencer | -0.362696 | 0.950009 |
| Skywrath Mage | -0.462032 | 0.713180 |
| Slardar | -0.288194 | 0.490703 |
| Slark | 0.183651 | 1.294488 |
| Snapfire | -0.337862 | -0.187490 |
| Sniper | 0.978338 | 2.030095 |
| Spectre | 3.859080 | 0.467379 |
| Spirit Breaker | 0.407157 | 1.046894 |
| Storm Spirit | 0.879003 | -0.244903 |
| Sven | 0.630663 | 0.370495 |
| Techies | -1.803067 | -0.212608 |
| Templar Assassin | 0.705165 | -0.433290 |
| Terrorblade | -0.164024 | -0.953597 |
| Tidehunter | 0.183651 | -0.289757 |
| Timbersaw | -0.710372 | -0.844153 |
| Tinker | 1.475018 | -0.261051 |
| Tiny | -0.511700 | -0.836977 |
| Treant Protector | 0.307821 | -0.176725 |
| Troll Warlord | -0.561368 | -0.273610 |
| Tusk | -0.387530 | -0.566058 |
| Underlord | -0.164024 | -0.975127 |
| Undying | -0.089522 | 0.180313 |
| Ursa | -0.015021 | 0.092399 |
| Vengeful Spirit | -1.380889 | 0.761622 |
| Venomancer | -0.536534 | 0.153401 |
| Viper | -0.164024 | -0.018839 |
| Visage | 0.953504 | -1.265781 |
| Void Spirit | 1.077674 | -0.176725 |
| Warlock | 0.605829 | 0.838771 |
| Weaver | 1.350848 | -0.492498 |
| Windranger | 0.034647 | 0.426114 |
| Winter Wyvern | -1.331221 | -1.016393 |
| Witch Doctor | -1.455391 | 2.902057 |
| Wraith King | 1.400516 | 1.089954 |
| Zeus | 3.387234 | 0.741886 |