champions_data_scaled.csv

,champion,dps,as_,dmg,range,hp,php,mhp,mean_hp,mana,armor,mr,origin_prim,origin_sec,class_prim,class_sec,cost,tier,points
0,Aatrox,0.4431818181818182,0.5909090909090908,0.6666666666666666,0.2,0.5909090909090909,0.48011363636363635,0.48011363636363635,0.48011363636363635,0.35,0.5,0.5,Redeemed,None,Legionnaire,None,1,2,1.2665274336276202
1,Akshan,1.0,1.0,0.8888888888888888,0.6,0.7727272727272727,0.6519886363636364,0.6519886363636364,0.6519886363636364,0.6,0.5833333333333334,0.5833333333333334,Sentinel,None,Ranger,None,5,4,2.1550515427580557
2,Aphelios,0.7272727272727273,0.7727272727272726,0.8333333333333334,0.8,0.5909090909090909,0.4616477272727273,0.4616477272727273,0.4616477272727273,0.45,0.4166666666666667,0.4166666666666667,Nightbringer,None,Ranger,None,4,3,1.5786673537880531
3,Ashe,0.5113636363636364,0.6818181818181818,0.6666666666666666,1.0,0.5,0.375,0.375,0.375,0.5,0.3333333333333333,0.3333333333333333,Draconic,None,Ranger,None,3,3,1.3745359156042793
4,Brand,0.32954545454545453,0.5909090909090908,0.5,0.6,0.5454545454545454,0.4090909090909091,0.4090909090909091,0.4090909090909091,0.1,0.3333333333333333,0.3333333333333333,Abomination,None,Spellweaver,None,2,3,1.2533909827313967
5,Diana,0.6022727272727273,0.6363636363636362,0.8333333333333334,0.2,0.6818181818181818,0.5965909090909091,0.5965909090909091,0.5965909090909091,0.7,0.6666666666666666,0.6666666666666666,Nightbringer,None,Assassin,None,4,3,1.5735411842979
6,Draven,0.7727272727272727,0.6818181818181818,1.0,0.6,0.6363636363636364,0.5170454545454546,0.5170454545454546,0.5170454545454546,0.2,0.5,0.5,Forgotten,None,Legionnaire,None,4,4,1.8957648110354743
7,Fiddlesticks,0.5113636363636364,0.6818181818181818,0.6666666666666666,0.4,0.7272727272727273,0.6363636363636364,0.6363636363636364,0.6363636363636364,0.625,0.6666666666666666,0.6666666666666666,Abomination,Revenant,Mystic,None,4,4,1.7078274611417306
8,Galio,0.4772727272727273,0.5454545454545454,0.7777777777777778,0.2,0.9090909090909091,0.9090909090909091,0.9090909090909091,0.9090909090909091,0.9,1.0,1.0,Draconic,Sentinel,Knight,None,4,4,1.834667534722777
9,Garen,0.6818181818181818,0.6818181818181818,0.8888888888888888,0.2,0.9545454545454546,0.9545454545454546,0.9545454545454546,0.9545454545454546,0.9,1.0,1.0,Dawnbringer,None,Victorious,Knight,5,4,2.0607845818284574
10,Gragas,0.2840909090909091,0.45454545454545453,0.5555555555555556,0.2,0.6818181818181818,0.5965909090909091,0.5965909090909091,0.5965909090909091,0.35,0.6666666666666666,0.6666666666666666,Dawnbringer,None,Brawler,None,1,1,1.0053593661160816
11,Gwen,0.6136363636363636,0.8181818181818181,0.6666666666666666,0.4,0.8636363636363636,0.8096590909090909,0.8096590909090909,0.8096590909090909,0.1,0.8333333333333334,0.8333333333333334,Inanimate,None,Mystic,None,5,4,1.900524903703242
12,Hecarim,0.3409090909090909,0.5,0.6111111111111112,0.2,0.6818181818181818,0.6178977272727273,0.6178977272727273,0.6178977272727273,0.45,0.75,0.75,Forgotten,None,Cavalier,None,2,2,1.2251503225898612
13,Heimerdinger,0.38636363636363635,0.6818181818181818,0.5,0.8,0.7272727272727273,0.5909090909090909,0.5909090909090909,0.5909090909090909,0.7,0.5,0.5,Draconic,None,Renewer,Caretaker,5,5,1.7070566548050057
14,Irelia,0.6363636363636364,0.7272727272727273,0.7777777777777778,0.2,0.6818181818181818,0.5965909090909091,0.5965909090909091,0.5965909090909091,0.4,0.6666666666666666,0.6666666666666666,Sentinel,None,Legionnaire,Skirmisher,2,3,1.707632093388809
15,Ivern,0.3409090909090909,0.6818181818181818,0.4444444444444444,0.4,0.8636363636363636,0.8096590909090909,0.8096590909090909,0.8096590909090909,0.9,0.8333333333333334,0.8333333333333334,Revenant,None,Invoker,Renewer,4,5,1.8777976309759692
16,Jax,0.8181818181818182,0.8181818181818181,0.8888888888888888,0.2,0.9090909090909091,0.8522727272727273,0.8522727272727273,0.8522727272727273,0.1,0.8333333333333334,0.8333333333333334,Ironclad,None,Skirmisher,None,4,4,2.163883931511961
17,Kalista,0.5113636363636364,0.6818181818181818,0.6666666666666666,0.8,0.45454545454545453,0.32670454545454547,0.32670454545454547,0.32670454545454547,0.6,0.25,0.25,Abomination,None,Legionnaire,None,1,3,1.4398416086995873
18,Karma,0.3522727272727273,0.6363636363636362,0.5,0.8,0.6363636363636364,0.4971590909090909,0.4971590909090909,0.4971590909090909,0.25,0.4166666666666667,0.4166666666666667,Dawnbringer,None,Invoker,None,4,4,1.4483463426019372
19,Kayle,0.9431818181818182,1.0,0.8333333333333334,0.8,0.5909090909090909,0.4616477272727273,0.4616477272727273,0.4616477272727273,0.025,0.4166666666666667,0.4166666666666667,Redeemed,None,Legionnaire,None,5,4,1.9445764446971436
20,Kennen,0.3977272727272727,0.6363636363636362,0.5555555555555556,0.4,0.5454545454545454,0.4431818181818182,0.4431818181818182,0.4431818181818182,0.625,0.5,0.5,Hellion,None,Skirmisher,None,2,3,1.3364133394439688
21,Khazix,0.4431818181818182,0.6363636363636362,0.6111111111111112,0.2,0.45454545454545453,0.35511363636363635,0.35511363636363635,0.35511363636363635,0.3,0.4166666666666667,0.4166666666666667,Dawnbringer,None,Assassin,None,1,2,1.1917290822541367
22,Kled,0.5568181818181818,0.6818181818181818,0.7222222222222222,0.2,0.36363636363636365,0.29545454545454547,0.29545454545454547,0.29545454545454547,0.0,0.5,0.5,Hellion,None,Cavalier,None,1,2,1.2468962173800924
23,Lee Sin,0.5113636363636364,0.6818181818181818,0.6666666666666666,0.2,0.7727272727272727,0.6519886363636364,0.6519886363636364,0.6519886363636364,0.35,0.5833333333333334,0.5833333333333334,Nightbringer,None,Skirmisher,None,3,3,1.5664151791216918
24,Leona,0.5,0.5,0.8888888888888888,0.2,0.6363636363636364,0.5568181818181818,0.5568181818181818,0.5568181818181818,0.3,0.6666666666666666,0.6666666666666666,Redeemed,None,Knight,None,1,2,1.4164970621431465
25,Lucian,0.6363636363636364,0.6818181818181818,0.8333333333333334,0.8,0.7272727272727273,0.5681818181818182,0.5681818181818182,0.5681818181818182,0.25,0.4166666666666667,0.4166666666666667,Sentinel,None,Cannoneer,None,4,4,1.795105117983912
26,Lulu,0.3181818181818182,0.6363636363636362,0.4444444444444444,0.6,0.5909090909090909,0.4616477272727273,0.4616477272727273,0.4616477272727273,0.5,0.4166666666666667,0.4166666666666667,Hellion,None,Mystic,None,3,2,1.0195764446971438
27,Lux,0.2727272727272727,0.5454545454545454,0.4444444444444444,0.8,0.5454545454545454,0.4090909090909091,0.4090909090909091,0.4090909090909091,0.4,0.3333333333333333,0.3333333333333333,Redeemed,None,Mystic,None,3,4,1.3465728009132152
28,Miss Fortune,0.5,0.7272727272727273,0.6111111111111112,0.8,0.6363636363636364,0.4971590909090909,0.4971590909090909,0.4971590909090909,0.35,0.4166666666666667,0.4166666666666667,Forgotten,None,Cannoneer,None,3,2,1.2460736153292098
29,Nautilus,0.5,0.5,0.8888888888888888,0.2,0.6818181818181818,0.6178977272727273,0.6178977272727273,0.6178977272727273,0.6,0.75,0.75,Ironclad,None,Knight,None,2,4,1.7842412316807705
30,Nidalee,0.5113636363636364,0.8181818181818181,0.5555555555555556,0.6,0.7272727272727273,0.6136363636363636,0.6136363636363636,0.6136363636363636,0.3,0.5833333333333334,0.5833333333333334,Dawnbringer,None,Skirmisher,None,3,3,1.5445554803559363
31,Nocturne,0.7727272727272727,0.7727272727272726,0.8888888888888888,0.2,0.5909090909090909,0.48011363636363635,0.48011363636363635,0.48011363636363635,0.0,0.5,0.5,Revenant,None,Assassin,None,3,3,1.6960728881730747
32,Nunu,0.4090909090909091,0.5,0.7222222222222222,0.2,0.8181818181818182,0.7414772727272727,0.7414772727272727,0.7414772727272727,0.45,0.75,0.75,Abomination,None,Brawler,None,3,3,1.5738038646070787
33,Olaf,0.5227272727272727,0.6363636363636362,0.7222222222222222,0.2,0.5909090909090909,0.4985795454545455,0.4985795454545455,0.4985795454545455,0.0,0.5833333333333334,0.5833333333333334,Sentinel,None,Skirmisher,None,1,2,1.3707579473304292
34,Poppy,0.5,0.5,0.8888888888888888,0.2,0.5454545454545454,0.4772727272727273,0.4772727272727273,0.4772727272727273,0.35,0.6666666666666666,0.6666666666666666,Hellion,None,Knight,None,1,2,1.3196572544310843
35,Pyke,0.3409090909090909,0.5454545454545454,0.5555555555555556,0.2,0.5909090909090909,0.48011363636363635,0.48011363636363635,0.48011363636363635,0.6,0.5,0.5,Sentinel,None,Assassin,None,2,4,1.5142547063548928
36,Rakan,0.3409090909090909,0.5454545454545454,0.5555555555555556,0.4,0.7272727272727273,0.6136363636363636,0.6136363636363636,0.6136363636363636,0.4,0.5833333333333334,0.5833333333333334,Sentinel,None,Renewer,None,3,3,1.3741009349013908
37,Rell,0.4772727272727273,0.5454545454545454,0.7777777777777778,0.2,0.8636363636363636,0.8636363636363636,0.8636363636363636,0.8636363636363636,0.75,1.0,1.0,Redeemed,Ironclad,Cavalier,None,4,5,2.025418101355648
38,Riven,0.7727272727272727,0.7272727272727273,0.9444444444444444,0.2,0.7727272727272727,0.6519886363636364,0.6519886363636364,0.6519886363636364,0.2,0.5833333333333334,0.5833333333333334,Dawnbringer,None,Legionnaire,None,3,3,1.827778815485328
39,Sejuani,0.4090909090909091,0.5,0.7222222222222222,0.2,0.6818181818181818,0.6178977272727273,0.6178977272727273,0.6178977272727273,0.3,0.75,0.75,Nightbringer,None,Cavalier,None,2,2,1.2933321407716796
40,Senna,0.4431818181818182,0.6363636363636362,0.6111111111111112,0.8,0.45454545454545453,0.32670454545454547,0.32670454545454547,0.32670454545454547,0.4,0.25,0.25,Sentinel,None,Cannoneer,None,1,2,1.1716597905177693
41,Sett,0.5568181818181818,0.6363636363636362,0.7777777777777778,0.2,0.6818181818181818,0.5752840909090909,0.5752840909090909,0.5752840909090909,0.25,0.5833333333333334,0.5833333333333334,Draconic,None,Brawler,None,2,2,1.4157668560195042
42,Soraka,0.2727272727272727,0.5454545454545454,0.4444444444444444,0.6,0.5,0.390625,0.390625,0.390625,0.35,0.4166666666666667,0.4166666666666667,Dawnbringer,None,Renewer,None,2,3,1.1973573162343207
43,Syndra,0.29545454545454547,0.5909090909090908,0.4444444444444444,0.8,0.5454545454545454,0.4090909090909091,0.4090909090909091,0.4090909090909091,0.45,0.3333333333333333,0.3333333333333333,Redeemed,None,Invoker,None,2,3,1.2193000736404875
44,Teemo,0.5909090909090909,0.7272727272727273,0.7222222222222222,0.8,0.7272727272727273,0.5909090909090909,0.5909090909090909,0.5909090909090909,0.3,0.5,0.5,Hellion,None,Cruel,Invoker,5,4,1.7116021093504603
45,Thresh,0.5113636363636364,0.5454545454545454,0.8333333333333334,0.4,0.7272727272727273,0.6363636363636364,0.6363636363636364,0.6363636363636364,0.4,0.6666666666666666,0.6666666666666666,Forgotten,None,Knight,None,2,2,1.4078274611417303
46,Tristana,0.5909090909090909,0.7272727272727273,0.7222222222222222,1.0,0.5,0.375,0.375,0.375,0.625,0.3333333333333333,0.3333333333333333,Hellion,None,Cannoneer,None,2,3,1.5040813701497338
47,Udyr,0.4659090909090909,0.6818181818181818,0.6111111111111112,0.2,0.6363636363636364,0.5170454545454546,0.5170454545454546,0.5170454545454546,0.2,0.5,0.5,Draconic,None,Skirmisher,None,1,2,1.3389466292172922
48,Varus,0.5113636363636364,0.6818181818181818,0.6666666666666666,0.8,0.5454545454545454,0.4090909090909091,0.4090909090909091,0.4090909090909091,0.3,0.3333333333333333,0.3333333333333333,Redeemed,None,Ranger,None,2,3,1.4352091645495784
49,Vayne,0.2727272727272727,0.7272727272727273,0.3333333333333333,0.8,0.45454545454545453,0.32670454545454547,0.32670454545454547,0.32670454545454547,0.0,0.25,0.25,Forgotten,None,Ranger,None,1,2,1.0012052450632238
50,Velkoz,0.38636363636363635,0.6818181818181818,0.5,0.8,0.6363636363636364,0.4971590909090909,0.4971590909090909,0.4971590909090909,0.4,0.4166666666666667,0.4166666666666667,Redeemed,None,Spellweaver,None,4,4,1.4824372516928463
51,Viego,0.7954545454545454,0.9090909090909091,0.7777777777777778,0.2,0.9090909090909091,0.7954545454545454,0.7954545454545454,0.7954545454545454,0.2,0.6666666666666666,0.6666666666666666,Forgotten,None,Skirmisher,Assassin,5,4,2.0732104963715283
52,Vladimir,0.32954545454545453,0.5909090909090908,0.5,0.4,0.5909090909090909,0.4985795454545455,0.4985795454545455,0.4985795454545455,0.4,0.5833333333333334,0.5833333333333334,Nightbringer,None,Renewer,None,1,3,1.377576129148611
53,Volibear,0.5909090909090909,0.5909090909090908,0.8888888888888888,0.2,1.0,1.0,1.0,1.0,1.0,1.0,1.0,Revenant,None,Brawler,None,5,5,2.2326009392526447
54,Yasuo,0.6818181818181818,0.9090909090909091,0.6666666666666666,0.2,0.7272727272727273,0.6136363636363636,0.6136363636363636,0.6136363636363636,0.2,0.5833333333333334,0.5833333333333334,Nightbringer,None,Legionnaire,None,3,4,1.9150100258104819
55,Ziggs,0.3409090909090909,0.6818181818181818,0.4444444444444444,0.8,0.4090909090909091,0.2940340909090909,0.2940340909090909,0.2940340909090909,0.2,0.25,0.25,Hellion,None,Spellweaver,None,1,2,1.0289351845409835
56,Zyra,0.3181818181818182,0.6363636363636362,0.4444444444444444,0.8,0.5454545454545454,0.4090909090909091,0.4090909090909091,0.4090909090909091,0.5,0.3333333333333333,0.3333333333333333,Draconic,None,Spellweaver,None,3,4,1.3920273463677606