There is no correlation between xpm and Win Rate and there are no clusters. The values are standardized.
| xpm | Win Rate | |
|---|---|---|
| Abaddon | -0.611373 | 0.490766 |
| Alchemist | 0.953255 | -0.816070 |
| Ancient Apparition | -1.105216 | 0.919118 |
| Anti-Mage | 1.985468 | -0.333267 |
| Arc Warden | 1.595698 | 0.984460 |
| Axe | 0.404194 | 0.955419 |
| Bane | -1.309033 | -0.238884 |
| Batrider | -0.755641 | -2.888858 |
| Beastmaster | -0.148250 | -1.033876 |
| Bloodseeker | 1.018893 | 0.026113 |
| Bounty Hunter | -0.740484 | -0.144501 |
| Brewmaster | 0.391066 | 0.291111 |
| Bristleback | 0.450750 | 0.305631 |
| Broodmother | 0.360615 | -1.759896 |
| Centaur Warrunner | 0.030394 | 0.893707 |
| Chaos Knight | 0.688266 | 1.416442 |
| Chen | -1.822636 | -0.097310 |
| Clinkz | 0.269399 | 0.541588 |
| Clockwerk | -1.297665 | -0.445800 |
| Crystal Maiden | -1.484700 | -0.166282 |
| Dark Seer | -0.523674 | 0.592409 |
| Dark Willow | -0.773777 | -0.075530 |
| Dawnbreaker | 0.062469 | 0.552478 |
| Dazzle | -1.471031 | -0.129981 |
| Death Prophet | 0.091160 | -0.511142 |
| Disruptor | -1.663615 | -0.380458 |
| Doom | 0.098739 | -1.585651 |
| Dragon Knight | 0.222031 | -0.380458 |
| Drow Ranger | 0.849993 | -0.021078 |
| Earth Spirit | -0.563328 | -0.950384 |
| Earthshaker | -0.064748 | 0.443575 |
| Elder Titan | -0.580110 | 0.236659 |
| Ember Spirit | 1.009420 | -1.730855 |
| Enchantress | -0.760784 | -1.828868 |
| Enigma | -1.535045 | -1.287983 |
| Faceless Void | 1.289566 | -0.467580 |
| Grimstroke | -1.351529 | 0.247549 |
| Gyrocopter | 1.167628 | 0.534327 |
| Hoodwink | -0.633568 | -0.678126 |
| Huskar | 0.105100 | -0.151762 |
| Invoker | 0.118904 | 0.646861 |
| Io | -1.737780 | 0.229399 |
| Jakiro | -1.219034 | 1.467263 |
| Juggernaut | 1.349656 | -0.242514 |
| Keeper of the Light | -0.785280 | -1.505789 |
| Kunkka | 0.675815 | 1.060692 |
| Legion Commander | 0.434239 | 0.672271 |
| Leshrac | 0.176828 | -0.765249 |
| Lich | -1.415408 | 0.853776 |
| Lifestealer | 1.025525 | -0.191693 |
| Lina | 0.878008 | -0.689017 |
| Lion | -1.452084 | -1.189970 |
| Lone Druid | 0.034319 | 1.133294 |
| Luna | 1.032427 | -0.768879 |
| Lycan | -0.286429 | -0.035598 |
| Magnus | -0.362488 | -1.306134 |
| Marci | -1.096690 | -0.587374 |
| Mars | -0.331496 | -1.277093 |
| Medusa | 1.045284 | -0.754358 |
| Meepo | 1.700313 | 0.690422 |
| Mirana | -1.046751 | -0.561963 |
| Monkey King | 0.485396 | -1.538460 |
| Morphling | 1.173854 | -1.415037 |
| Muerta | 1.062607 | 1.009871 |
| Naga Siren | 0.894248 | 0.879187 |
| Nature's Prophet | -0.056086 | 1.024391 |
| Necrophos | 0.906158 | 1.470893 |
| Night Stalker | 0.274947 | 1.038911 |
| Nyx Assassin | -0.085590 | 0.777544 |
| Ogre Magi | -0.310790 | 0.537958 |
| Omniknight | -0.624906 | 0.345562 |
| Oracle | -1.740351 | 1.075212 |
| Outworld Destroyer | 1.001029 | 1.038911 |
| Pangolier | 0.831993 | -0.823330 |
| Phantom Assassin | 1.868131 | 1.064322 |
| Phantom Lancer | 1.233943 | 1.405552 |
| Phoenix | -0.861204 | -0.253404 |
| Primal Beast | -0.076116 | -0.220734 |
| Puck | 0.997375 | -0.914083 |
| Pudge | -0.722755 | -0.209843 |
| Pugna | -0.943489 | -0.634565 |
| Queen of Pain | 0.792746 | 0.247549 |
| Razor | 0.593801 | -0.111831 |
| Riki | 1.862853 | 1.209526 |
| Rubick | -1.200222 | -1.850649 |
| Sand King | 0.234617 | 1.521715 |
| Shadow Demon | -1.536534 | -0.935863 |
| Shadow Fiend | 1.185628 | 0.432685 |
| Shadow Shaman | -1.459392 | 1.006241 |
| Silencer | -0.915880 | 1.318429 |
| Skywrath Mage | -1.063262 | 0.436315 |
| Slardar | 0.411908 | 1.648768 |
| Slark | 1.124185 | 0.120496 |
| Snapfire | -0.841039 | -1.781677 |
| Sniper | 0.633996 | 0.429054 |
| Spectre | 1.684479 | 1.612467 |
| Spirit Breaker | -0.027259 | 0.076935 |
| Storm Spirit | 0.897225 | -1.106478 |
| Sven | 1.930115 | 0.341932 |
| Techies | -1.065427 | -0.910453 |
| Templar Assassin | 1.590285 | -1.182710 |
| Terrorblade | 0.490674 | -1.440447 |
| Tidehunter | -0.506351 | -0.416759 |
| Timbersaw | 0.078845 | -2.082975 |
| Tinker | 1.144080 | 0.073305 |
| Tiny | -0.139995 | -1.727225 |
| Treant Protector | -1.310386 | 1.717740 |
| Troll Warlord | 1.572014 | 1.082473 |
| Tusk | -0.701371 | -0.892302 |
| Underlord | -0.628831 | 0.385493 |
| Undying | -1.214568 | 0.940899 |
| Ursa | 1.364814 | -0.736208 |
| Vengeful Spirit | -1.160163 | 1.351100 |
| Venomancer | -1.331093 | 0.802955 |
| Viper | 0.161941 | 0.461725 |
| Visage | 0.025251 | 0.519807 |
| Void Spirit | 0.766626 | -0.489361 |
| Warlock | -1.428265 | 1.543495 |
| Weaver | 1.051239 | 0.026113 |
| Windranger | 0.057191 | -1.186340 |
| Winter Wyvern | -1.153937 | -0.859631 |
| Witch Doctor | -0.802197 | 1.866574 |
| Wraith King | 0.810881 | 1.677809 |
| Zeus | 0.126618 | 0.995350 |