There is no correlation between xpm and Pick Rate and there are no clusters. The values are standardized.
| xpm | Pick Rate | |
|---|---|---|
| Abaddon | -0.611373 | -0.844153 |
| Alchemist | 0.953255 | -0.933861 |
| Ancient Apparition | -1.105216 | -0.106753 |
| Anti-Mage | 1.985468 | 0.496086 |
| Arc Warden | 1.595698 | -0.919508 |
| Axe | 0.404194 | 1.446992 |
| Bane | -1.309033 | -0.953597 |
| Batrider | -0.755641 | -1.283723 |
| Beastmaster | -0.148250 | -1.136602 |
| Bloodseeker | 1.018893 | -0.487115 |
| Bounty Hunter | -0.740484 | -0.036780 |
| Brewmaster | 0.391066 | -0.941038 |
| Bristleback | 0.450750 | 0.479938 |
| Broodmother | 0.360615 | -1.301665 |
| Centaur Warrunner | 0.030394 | -0.503263 |
| Chaos Knight | 0.688266 | -0.259256 |
| Chen | -1.822636 | -1.305253 |
| Clinkz | 0.269399 | -0.264639 |
| Clockwerk | -1.297665 | -0.768799 |
| Crystal Maiden | -1.484700 | 0.621677 |
| Dark Seer | -0.523674 | -1.018187 |
| Dark Willow | -0.773777 | -0.252080 |
| Dawnbreaker | 0.062469 | 0.447643 |
| Dazzle | -1.471031 | 0.278992 |
| Death Prophet | 0.091160 | -0.993069 |
| Disruptor | -1.663615 | -0.244903 |
| Doom | 0.098739 | -0.835183 |
| Dragon Knight | 0.222031 | -0.616295 |
| Drow Ranger | 0.849993 | 0.998451 |
| Earth Spirit | -0.563328 | -0.352553 |
| Earthshaker | -0.064748 | 2.146715 |
| Elder Titan | -0.580110 | -1.220927 |
| Ember Spirit | 1.009420 | -0.343582 |
| Enchantress | -0.760784 | -0.985892 |
| Enigma | -1.535045 | -0.944626 |
| Faceless Void | 1.289566 | 0.933861 |
| Grimstroke | -1.351529 | -0.271816 |
| Gyrocopter | 1.167628 | 1.127631 |
| Hoodwink | -0.633568 | -0.155195 |
| Huskar | 0.105100 | -0.347170 |
| Invoker | 0.118904 | 1.974476 |
| Io | -1.737780 | -0.822623 |
| Jakiro | -1.219034 | 1.068424 |
| Juggernaut | 1.349656 | 1.237075 |
| Keeper of the Light | -0.785280 | -1.009216 |
| Kunkka | 0.675815 | -0.201843 |
| Legion Commander | 0.434239 | 2.248982 |
| Leshrac | 0.176828 | -1.174279 |
| Lich | -1.415408 | 0.350759 |
| Lifestealer | 1.025525 | -0.359730 |
| Lina | 0.878008 | 0.659355 |
| Lion | -1.452084 | 1.967299 |
| Lone Druid | 0.034319 | -0.966156 |
| Luna | 1.032427 | -0.774181 |
| Lycan | -0.286429 | -1.280135 |
| Magnus | -0.362488 | -0.560676 |
| Marci | -1.096690 | -0.609118 |
| Mars | -0.331496 | -0.652178 |
| Medusa | 1.045284 | -0.781358 |
| Meepo | 1.700313 | -1.122249 |
| Mirana | -1.046751 | 0.454820 |
| Monkey King | 0.485396 | 0.304111 |
| Morphling | 1.173854 | -0.655766 |
| Muerta | 1.062607 | -0.551705 |
| Naga Siren | 0.894248 | -0.941038 |
| Nature's Prophet | -0.056086 | 2.317161 |
| Necrophos | 0.906158 | 1.118660 |
| Night Stalker | 0.274947 | -0.449438 |
| Nyx Assassin | -0.085590 | -0.212608 |
| Ogre Magi | -0.310790 | 0.950009 |
| Omniknight | -0.624906 | -0.874654 |
| Oracle | -1.740351 | -0.731121 |
| Outworld Destroyer | 1.001029 | 0.103164 |
| Pangolier | 0.831993 | -0.621677 |
| Phantom Assassin | 1.868131 | 3.162211 |
| Phantom Lancer | 1.233943 | 0.078046 |
| Phoenix | -0.861204 | -0.793917 |
| Primal Beast | -0.076116 | -0.243109 |
| Puck | 0.997375 | -0.530175 |
| Pudge | -0.722755 | 3.587427 |
| Pugna | -0.943489 | -0.689855 |
| Queen of Pain | 0.792746 | 0.361524 |
| Razor | 0.593801 | -0.130077 |
| Riki | 1.862853 | 0.207226 |
| Rubick | -1.200222 | 1.280135 |
| Sand King | 0.234617 | -0.338200 |
| Shadow Demon | -1.536534 | -1.104307 |
| Shadow Fiend | 1.185628 | 1.145573 |
| Shadow Shaman | -1.459392 | 0.930273 |
| Silencer | -0.915880 | 0.950009 |
| Skywrath Mage | -1.063262 | 0.713180 |
| Slardar | 0.411908 | 0.490703 |
| Slark | 1.124185 | 1.294488 |
| Snapfire | -0.841039 | -0.187490 |
| Sniper | 0.633996 | 2.030095 |
| Spectre | 1.684479 | 0.467379 |
| Spirit Breaker | -0.027259 | 1.046894 |
| Storm Spirit | 0.897225 | -0.244903 |
| Sven | 1.930115 | 0.370495 |
| Techies | -1.065427 | -0.212608 |
| Templar Assassin | 1.590285 | -0.433290 |
| Terrorblade | 0.490674 | -0.953597 |
| Tidehunter | -0.506351 | -0.289757 |
| Timbersaw | 0.078845 | -0.844153 |
| Tinker | 1.144080 | -0.261051 |
| Tiny | -0.139995 | -0.836977 |
| Treant Protector | -1.310386 | -0.176725 |
| Troll Warlord | 1.572014 | -0.273610 |
| Tusk | -0.701371 | -0.566058 |
| Underlord | -0.628831 | -0.975127 |
| Undying | -1.214568 | 0.180313 |
| Ursa | 1.364814 | 0.092399 |
| Vengeful Spirit | -1.160163 | 0.761622 |
| Venomancer | -1.331093 | 0.153401 |
| Viper | 0.161941 | -0.018839 |
| Visage | 0.025251 | -1.265781 |
| Void Spirit | 0.766626 | -0.176725 |
| Warlock | -1.428265 | 0.838771 |
| Weaver | 1.051239 | -0.492498 |
| Windranger | 0.057191 | 0.426114 |
| Winter Wyvern | -1.153937 | -1.016393 |
| Witch Doctor | -0.802197 | 2.902057 |
| Wraith King | 0.810881 | 1.089954 |
| Zeus | 0.126618 | 0.741886 |