There is no correlation between Deaths and Kills and there are no clusters. The values are standardized.
Deaths Kills
Zeus -1.275104 1.071150
Medusa -2.741294 -0.497070
Spectre -0.690373 1.453871
Lifestealer -1.955835 0.786444
Ember Spirit -0.838738 0.879790
Void Spirit -1.056921 1.145827
Sniper -0.603100 1.379193
Puck -0.899829 0.940465
Wraith King -1.283831 -0.170357
Kunkka -0.603100 -0.501737
Weaver -0.960920 1.099154
Invoker -0.838738 0.413058
Anti-Mage -2.339837 0.623087
Phantom Lancer -1.807471 0.543743
Lycan -1.353650 0.039672
Storm Spirit -0.742737 1.327853
Tinker -0.926011 0.926463
Riki -0.184189 1.920603
Hoodwink -0.489645 -0.529741
Night Stalker -0.795101 0.716434
Death Prophet -0.411099 0.501737
Timbersaw -0.376190 1.094487
Queen of Pain -0.725283 0.758440
Morphling -1.903471 1.075818
Keeper of the Light -0.864920 -0.800446
Pangolier -0.507100 0.067676
Mirana -0.480918 -1.197168
Warlock -0.184189 -1.313851
Abaddon -1.065648 -0.795778
Faceless Void -1.187831 0.343048
Necrophos -0.254007 1.332520
Arc Warden -0.437281 1.841258
Brewmaster -0.803829 -0.403723
Dark Seer 0.025267 -1.010475
Tidehunter -0.515827 -1.290514
Bloodseeker -0.446008 1.220504
Outworld Destroyer -1.030739 1.771248
Spirit Breaker 0.775817 -0.179692
Centaur Warrunner 0.147450 -0.613753
Naga Siren -2.139109 -0.389721
Drow Ranger -0.960920 0.921796
Disruptor 0.793271 -1.757246
Templar Assassin -1.074376 1.015142
Razor -0.062006 1.001140
Primal Beast 0.164904 0.021003
Oracle 0.042722 -1.169164
Windranger -0.367463 0.581081
Lone Druid -1.990744 0.035005
Ursa -0.550736 2.214644
Visage -0.498372 0.562412
Dragon Knight -1.048194 -0.520406
Mars -0.123097 -0.637089
Tiny -0.323826 -0.119017
Juggernaut -1.126740 0.865788
Dawnbreaker 0.287087 -0.240367
Phantom Assassin -0.332553 1.985945
Underlord 0.356905 -1.169164
Viper 0.348178 0.949800
Undying 1.055091 -0.772442
Snapfire 0.033994 -0.343048
Luna -1.388559 0.011668
Alchemist -0.672919 -0.427060
Treant Protector 0.548906 -1.780583
Meepo -1.048194 1.346522
Clinkz 0.522724 1.617227
Ancient Apparition 0.889272 -0.805113
Grimstroke 0.819453 -1.509878
Leshrac 0.068904 0.613753
Earth Spirit 0.705998 -0.361717
Phoenix 0.470360 -0.982471
Dark Willow 0.304541 -0.445729
Skywrath Mage 0.697271 -0.035005
Magnus 0.156177 -0.884457
Earthshaker 0.627452 -0.058342
Sven -0.917284 0.459731
Slark -0.288917 0.940465
Slardar 0.121268 0.492402
Ogre Magi 0.557634 -1.010475
Shadow Demon 0.697271 -1.043146
Rubick 0.801999 -1.103821
Bane 0.330723 -0.977804
Io 0.217268 -2.406004
Bristleback 0.601270 0.455064
Venomancer 1.666004 -1.150495
Silencer 1.107455 -0.413058
Clockwerk 1.290729 -0.725768
Doom 0.540179 -0.324379
Axe 1.055091 1.435201
Pugna 0.644907 -0.553078
Muerta -0.175461 0.483068
Bounty Hunter 0.775817 0.226365
Lina 0.129995 1.038479
Sand King 1.159819 -0.324379
Chaos Knight -0.184189 0.833117
Gyrocopter 0.479088 0.109682
Troll Warlord -0.384917 0.879790
Nyx Assassin 1.325638 1.234506
Shadow Fiend -0.288917 0.959134
Marci 0.644907 0.231032
Elder Titan 0.627452 -0.893792
Legion Commander 0.810726 0.907794
Lich 1.700913 -1.033812
Tusk 1.308183 -0.646424
Omniknight -0.201643 0.245034
Winter Wyvern 0.531452 -1.108489
Jakiro 1.194728 -1.267178
Enchantress -0.210371 -0.352383
Monkey King 0.321996 0.730436
Terrorblade -0.611828 -0.399056
Chen -0.175461 -2.237980
Pudge 1.648549 0.044340
Witch Doctor 1.674731 0.030338
Beastmaster 0.531452 -0.366385
Batrider 1.151092 -1.318518
Dazzle 1.107455 -1.701239
Nature's Prophet 1.936551 0.039672
Techies 1.884187 -0.273038
Crystal Maiden 1.465275 -1.491209
Enigma 1.500185 -1.402530
Vengeful Spirit 1.936551 -1.729242
Shadow Shaman 2.111097 -1.514546
Lion 1.639822 -0.917129
Huskar 1.578730 1.178499
Broodmother 0.077631 0.427060