There is no correlation between Deaths and Kills and there are no clusters. The values are standardized.
Deaths Kills
Spectre -1.259836 1.496987
Zeus -0.981249 0.870328
Queen of Pain -1.268278 0.933444
Medusa -2.340415 -0.743658
Invoker -0.998133 0.158010
Naga Siren -2.610560 -0.333399
Phantom Lancer -1.985850 0.536710
Tinker -0.753315 1.244520
Wraith King -1.361140 0.013743
Riki -0.314329 2.200287
Ember Spirit -0.795525 0.901886
Weaver -0.922155 1.226486
Arc Warden -0.846177 1.812570
Puck -0.863061 0.721552
Faceless Void -1.251394 0.518677
Kunkka -0.719547 -0.225199
Void Spirit -0.871503 1.203945
Lycan -1.293604 -0.234215
Lone Druid -2.205343 0.293260
Sniper -0.474728 1.379770
Night Stalker -0.871503 0.667452
Pangolier -0.516938 0.356377
Visage -0.888387 0.739586
Storm Spirit -0.736431 1.131811
Outworld Destroyer -1.175416 1.645762
Phantom Assassin -0.677336 2.213812
Brewmaster -0.652010 -0.225199
Necrophos -0.204583 1.424853
Mirana -0.559148 -1.041208
Templar Assassin -1.209184 1.127303
Sven -1.251394 1.037136
Warlock -0.221467 -1.235067
Morphling -1.749474 0.951478
Lifestealer -1.302046 0.635894
Hoodwink -0.474728 -0.626441
Dark Seer -0.077953 -1.086291
Centaur Warrunner 0.023352 -0.603899
Spirit Breaker 0.833786 -0.337907
Primal Beast 0.048678 0.171535
Dawnbreaker 0.107772 0.036285
Anti-Mage -1.884546 0.482610
Treant Protector 0.225960 -1.640817
Keeper of the Light -0.660452 -1.203508
Oracle -0.077953 -1.041208
Bloodseeker -0.246793 1.240011
Muerta -0.559148 0.951478
Slark -0.474728 1.203945
Tidehunter -0.339655 -1.365808
Gyrocopter -0.508496 0.478102
Death Prophet -0.179257 0.378919
Razor 0.099330 0.897378
Windranger -0.289003 0.550235
Juggernaut -1.133206 0.667452
Chaos Knight -0.356539 1.348211
Ursa -0.449402 1.974870
Abaddon -0.820851 -1.239575
Drow Ranger -0.652010 0.834261
Ancient Apparition 0.774692 -0.707591
Nature's Prophet 1.289656 0.491627
Undying 1.036395 -0.779724
Clinkz 0.757808 1.339195
Mars 0.141540 -0.757183
Viper 0.496105 0.753111
Phoenix 0.580525 -0.910466
Underlord 0.133098 -1.460484
Dragon Knight -0.727989 -0.603899
Meepo -0.930597 1.037136
Earthshaker 0.470779 0.185060
Dark Willow 0.217518 -0.283807
Terrorblade -1.251394 0.099402
Sand King 0.825344 -0.171099
Grimstroke 0.783134 -1.320725
Slardar 0.251286 0.608844
Io 0.192192 -2.330593
Bounty Hunter 0.698714 -0.126015
Chen -0.364981 -1.776067
Lina -0.044184 1.163370
Snapfire 0.107772 -0.473157
Silencer 1.044837 -0.333399
Disruptor 1.036395 -1.875251
Earth Spirit 0.892880 -0.468649
Tusk 1.036395 -0.301841
Bristleback 0.572083 0.293260
Skywrath Mage 0.740924 -0.017815
Monkey King 0.124656 0.992053
Alchemist -0.483170 -0.676033
Tiny -0.204583 -0.437091
Venomancer 1.602011 -1.104325
Elder Titan 0.588967 -0.536274
Pugna 0.656504 -0.392007
Troll Warlord -0.339655 0.960494
Clockwerk 1.357192 -0.788741
Magnus 0.293497 -1.208017
Legion Commander 0.766250 0.987544
Shadow Fiend -0.246793 1.082219
Ogre Magi 0.521431 -1.036700
Luna -0.702662 -0.053882
Nyx Assassin 1.112373 1.176895
Axe 1.213677 1.109269
Rubick 0.766250 -1.135883
Timbersaw 0.234402 0.351869
Lich 1.534474 -1.068258
Jakiro 1.002627 -1.194492
Omniknight -0.001974 -0.482174
Shadow Demon 0.875996 -0.987108
Bane 0.361033 -1.167442
Beastmaster 0.512989 -0.477666
Enchantress -0.204583 -0.387499
Batrider 1.179909 -0.851858
Leshrac 0.538315 -0.022324
Marci 1.137699 -0.495699
Doom 0.715598 -0.500207
Pudge 1.821503 -0.067407
Winter Wyvern 0.639620 -1.329742
Dazzle 1.146141 -1.492042
Vengeful Spirit 2.049438 -1.622784
Witch Doctor 1.905923 0.203093
Crystal Maiden 1.593569 -1.451467
Shadow Shaman 2.074764 -1.392859
Techies 2.142300 -0.279299
Lion 1.644221 -0.937516
Enigma 1.796177 -1.586717
Broodmother -0.086395 0.302277
Huskar 1.576684 1.249028