There is no correlation between kda and Pick Rate and there are no clusters. The values are standardized.
kda Pick Rate
Abyssal Blade 1.646565 -0.252220
Aeon Disk -0.595800 -0.279841
Aether Lens -0.753466 0.824967
Aghanim'S Blessing 0.472827 -0.697596
Aghanim'S Scepter 0.245087 3.954679
Aghanim'S Shard -0.227912 5.351225
Arcane Blink 2.382341 -0.656166
Arcane Boots -1.173910 1.265164
Armlet Of Mordiggian -0.893614 -0.435204
Assault Cuirass 0.945826 -0.160728
Battle Fury -0.052727 0.055054
Black King Bar 0.017347 2.369971
Blade Mail -0.753466 0.540134
Blink Dagger -0.683392 2.423485
Bloodstone 0.210050 -0.537054
Bloodthorn 1.050937 -0.469729
Boots Of Bearing 0.175013 -0.512886
Boots Of Travel 0.595457 0.507335
Boots Of Travel 2 1.716639 -0.594020
Bottle -0.017690 0.236312
Bracer -1.068799 0.802525
Butterfly 1.594010 -0.124477
Crimson Guard -0.315504 -0.409310
Crystalys -1.156391 -0.338533
Daedalus 0.963345 0.072317
Dagon -1.191428 -0.664797
Dagon (2) -1.016243 -0.676881
Dagon (3) -0.753466 -0.675154
Dagon (4) -0.455652 -0.676881
Dagon (5) 0.507864 -0.559495
Desolator 0.104939 0.369234
Diffusal Blade -0.017690 -0.222874
Disperser 1.996935 -0.616462
Dragon Lance -1.121354 -0.274662
Drum Of Endurance -1.103836 -0.631998
Echo Sabre -0.876096 -0.160728
Eternal Shroud -0.403097 -0.581936
Ethereal Blade 0.455309 -0.286746
Eul'S Scepter Of Divinity -0.700911 -0.164181
Eye Of Skadi 1.891824 -0.119298
Falcon Blade -0.595800 -0.468003
Force Staff -1.051280 0.507335
Gleipnir 0.595457 -0.347165
Glimmer Cape -1.103836 0.305362
Guardian Greaves 0.122458 -0.196980
Hand Of Midas -0.700911 0.274289
Harpoon 0.823197 -0.283293
Heart Of Tarrasque 0.858234 0.168987
Heaven'S Halberd -0.455652 -0.305734
Helm Of The Dominator -1.471724 -0.692417
Helm Of The Overlord 0.122458 -0.678607
Holy Locket -0.017690 -0.611283
Hurricane Pike 0.490346 0.163809
Kaya And Sange 1.085974 -0.233231
Linken'S Sphere 1.138529 -0.108941
Lotus Orb -0.157838 -0.276388
Maelstrom -1.261502 -0.164181
Mage Slayer -0.613318 -0.640629
Magic Wand -1.016243 3.309057
Manta Style 0.980863 0.345066
Mask Of Madness -0.893614 -0.274662
Medallion Of Courage -1.892167 -0.652713
Mekansm -1.331576 -0.561221
Meteor Hammer -0.315504 -0.500802
Mjollnir 0.858234 -0.228053
Monkey King Bar 0.788160 -0.012270
Moon Shard 0.735604 -0.507707
Null Talisman -1.156391 0.099937
Nullifier 1.488899 -0.488718
Octarine Core 1.278677 -0.160728
Orb Of Corrosion -0.595800 -0.402405
Orchid Malevolence -0.525726 -0.374785
Overwhelming Blink 1.453862 -0.442109
Pavise -0.876096 -0.623367
Phase Boots -0.508208 1.453326
Phylactery 0.385235 -0.442109
Pipe Of Insight -0.368060 -0.326450
Power Treads -0.262949 3.542103
Radiance 0.945826 -0.291924
Refresher Orb 1.121011 -0.343712
Revenant'S Brooch 2.014453 -0.635450
Rod Of Atos -0.806022 -0.376511
Sange And Yasha 0.315161 -0.360975
Satanic 1.226122 -0.174539
Scythe Of Vyse 1.015900 -0.159002
Shadow Blade -1.401650 -0.310913
Shiva'S Guard 1.331233 -0.371332
Silver Edge 0.192532 0.360603
Skull Basher -0.000172 -0.188349
Solar Crest -0.613318 -0.338533
Soul Ring -0.665874 -0.328176
Spirit Vessel -0.315504 -0.055427
Swift Blink 2.434897 -0.568126
Tranquil Boots -1.454205 0.629899
Urn Of Shadows -1.664427 -0.497350
Vanguard -1.384132 -0.198706
Veil Of Discord -0.648355 -0.583663
Vladmir'S Offering -0.560763 -0.642355
Wind Waker 1.348751 -0.573305
Witch Blade -0.017690 -0.364427
Wraith Band -0.928651 0.830146
Yasha And Kaya 0.840715 -0.614735