There is no correlation between Deaths and Kills and there are no clusters. The values are standardized.
Deaths Kills
Zeus -1.301274 1.098284
Medusa -2.710059 -0.485072
Spectre -0.666452 1.404740
Lifestealer -1.988274 0.754682
Void Spirit -1.092566 1.205079
Ember Spirit -0.796895 0.931126
Wraith King -1.301274 -0.053248
Sniper -0.579490 1.353664
Puck -0.883857 0.940412
Weaver -0.988211 1.126143
Phantom Lancer -1.814350 0.559664
Kunkka -0.588186 -0.526862
Lycan -1.370844 0.109267
Storm Spirit -0.779502 1.400096
Tinker -1.005604 0.903266
Invoker -0.805591 0.369290
Anti-Mage -2.301338 0.592167
Night Stalker -0.840376 0.824331
Riki -0.179464 1.929430
Keeper of the Light -0.918642 -0.656873
Timbersaw -0.396869 1.116857
Hoodwink -0.449047 -0.573294
Pangolier -0.536009 0.113910
Queen of Pain -0.727325 0.773255
Arc Warden -0.492528 1.845851
Abaddon -1.057781 -0.907610
Brewmaster -0.857768 -0.373634
Death Prophet -0.301211 0.462155
Faceless Void -1.144743 0.304284
Warlock -0.135983 -1.293002
Necrophos -0.240338 1.330447
Mirana -0.457743 -1.195493
Morphling -1.857831 1.019348
Dark Seer 0.011852 -0.986546
Templar Assassin -1.170831 1.107570
Outworld Destroyer -1.014300 1.771558
Bloodseeker -0.405566 1.172576
Tidehunter -0.509920 -1.297645
Spirit Breaker 0.759725 -0.183259
Centaur Warrunner 0.098814 -0.564008
Naga Siren -2.110021 -0.396850
Primal Beast 0.124903 0.034974
Drow Ranger -0.936034 0.847547
Disruptor 0.846687 -1.771259
Lone Druid -1.996971 0.025688
Windranger -0.362085 0.564307
Razor -0.022933 0.996132
Ursa -0.579490 2.212669
Oracle 0.046637 -1.209423
Juggernaut -1.153439 0.921839
Visage -0.518616 0.541091
Dragon Knight -1.022996 -0.475786
Mars -0.109895 -0.642943
Tiny -0.327300 -0.150757
Dawnbreaker 0.316219 -0.257552
Phantom Assassin -0.318604 1.948003
Underlord 0.411877 -1.153703
Viper 0.377093 0.917196
Clinkz 0.411877 1.585827
Meepo -1.101262 1.381523
Treant Protector 0.542320 -1.775902
Undying 1.107574 -0.754382
Luna -1.353452 -0.002172
Leshrac 0.003156 0.652530
Snapfire 0.055333 -0.387563
Dark Willow 0.272738 -0.466499
Earth Spirit 0.672763 -0.294698
Phoenix 0.464055 -0.935470
Alchemist -0.640363 -0.457213
Skywrath Mage 0.664067 -0.039318
Ancient Apparition 0.907561 -0.805458
Grimstroke 0.829295 -1.525165
Magnus 0.159688 -0.907610
Earthshaker 0.620586 -0.076464
Slardar 0.055333 0.476085
Ogre Magi 0.559713 -1.014405
Slark -0.249034 0.907910
Sven -0.857768 0.425009
Io 0.177080 -2.370241
Rubick 0.794510 -1.107271
Shadow Demon 0.716244 -1.060838
Bristleback 0.559713 0.471442
Venomancer 1.638042 -1.200136
Bane 0.368396 -1.084054
Silencer 1.142358 -0.433996
Clockwerk 1.324979 -0.726522
Axe 1.020612 1.460459
Doom 0.516232 -0.327201
Bounty Hunter 0.785814 0.164986
Chaos Knight -0.179464 0.852190
Legion Commander 0.716244 0.921839
Lina 0.150991 1.033278
Pugna 0.655371 -0.605797
Gyrocopter 0.490143 0.118553
Troll Warlord -0.388173 0.847547
Shadow Fiend -0.292515 0.968272
Muerta -0.066414 0.387863
Elder Titan 0.637979 -0.805458
Sand King 1.238017 -0.313271
Nyx Assassin 1.351067 1.177219
Marci 0.664067 0.211419
Lich 1.690219 -1.042265
Tusk 1.307586 -0.680090
Monkey King 0.316219 0.787184
Winter Wyvern 0.551017 -1.130487
Omniknight -0.170768 0.192846
Jakiro 1.211928 -1.283715
Enchantress -0.188161 -0.406137
Chen -0.222945 -2.254159
Pudge 1.594561 0.048904
Beastmaster 0.507536 -0.290055
Terrorblade -0.605578 -0.276125
Witch Doctor 1.672827 -0.020745
Batrider 1.177143 -1.232639
Dazzle 1.116270 -1.710896
Nature's Prophet 1.951105 -0.002172
Techies 1.933713 -0.290055
Crystal Maiden 1.464118 -1.497306
Enigma 1.472814 -1.395154
Shadow Shaman 2.029371 -1.529809
Vengeful Spirit 1.977194 -1.710896
Broodmother -0.049021 0.555021
Lion 1.629346 -0.916897
Huskar 1.620649 1.144716