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lol_champion_pick_predictor
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Jimin Park commited on
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944060d
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1 Parent(s): e1ed06d

added model

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Files changed (9) hide show
  1. meta_stats.csv +239 -0
  2. util/__pycache__/Meta_scrapper.cpython-312.pyc +0 -0
  3. util/__pycache__/Player_scrapper.cpython-312.pyc +0 -0
  4. util/app_training_df_getter.py +100 -33
  5. util/data/feature_eng_stats.csv +0 -0
  6. util/data/meta_stats.csv +237 -237
  7. util/data/player_stats_merged_2025-01-09.csv +21 -0
  8. util/data/weekly_meta_stats.csv +169 -169
  9. weekly_meta_stats.csv +170 -0
meta_stats.csv ADDED
@@ -0,0 +1,239 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ rank,champion,tier,role,win_rate,pick_rate,ban_rate,counter1,counter2,counter3
2
+ 1,Irelia,1,top,0.5189,0.0575,0.0969,Warwick,Volibear,Zac
3
+ 2,Maokai,1,top,0.5158,0.0622,0.0331,Olaf,Mordekaiser,Heimerdinger
4
+ 3,Warwick,1,top,0.5253,0.0302,0.08289999999999999,Cassiopeia,Teemo,Heimerdinger
5
+ 4,Aatrox,1,top,0.5025,0.08529999999999999,0.1024,Cassiopeia,Warwick,Irelia
6
+ 5,Riven,1,top,0.5143,0.052000000000000005,0.0269,Quinn,Maokai,Kennen
7
+ 6,Gragas,1,top,0.5125,0.049,0.0229,Vayne,Cho'Gath,Maokai
8
+ 7,Darius,1,top,0.5056,0.0625,0.1335,Cassiopeia,Teemo,Wukong
9
+ 8,Malphite,1,top,0.5129,0.044199999999999996,0.0617,Maokai,Dr. Mundo,Ornn
10
+ 9,Volibear,2,top,0.5089,0.048799999999999996,0.0338,Quinn,Teemo,Kennen
11
+ 10,Ornn,2,top,0.5124,0.0387,0.005600000000000001,Warwick,Cassiopeia,Dr. Mundo
12
+ 11,Cho'Gath,2,top,0.5184000000000001,0.0287,0.0045000000000000005,Dr. Mundo,Ornn,Irelia
13
+ 12,Mordekaiser,2,top,0.5062,0.048,0.057800000000000004,Cassiopeia,Heimerdinger,Vayne
14
+ 13,Camille,2,top,0.5107,0.0401,0.018799999999999997,Zac,Ryze,Heimerdinger
15
+ 14,Renekton,2,top,0.5002,0.058600000000000006,0.0484,Cassiopeia,Warwick,Teemo
16
+ 15,Tahm Kench,2,top,0.511,0.032799999999999996,0.0412,Wukong,Heimerdinger,Kennen
17
+ 16,Dr. Mundo,2,top,0.5086999999999999,0.0371,0.0196,Udyr,Riven,Warwick
18
+ 17,Teemo,2,top,0.5146999999999999,0.0255,0.033,Cassiopeia,Ryze,Olaf
19
+ 18,Shen,2,top,0.5108,0.031400000000000004,0.0038,Cassiopeia,Teemo,Tryndamere
20
+ 19,Sett,2,top,0.5025,0.0444,0.0089,Zac,Warwick,Volibear
21
+ 20,K'Sante,2,top,0.48950000000000005,0.0702,0.0776,Singed,Kayle,Kennen
22
+ 21,Kayle,2,top,0.5161,0.0218,0.0066,Viktor,Malphite,Cassiopeia
23
+ 22,Fiora,2,top,0.5036999999999999,0.0366,0.0584,Quinn,Ryze,Warwick
24
+ 23,Gnar,2,top,0.499,0.0453,0.0196,Quinn,Malphite,Vladimir
25
+ 24,Poppy,3,top,0.516,0.0181,0.0285,Cassiopeia,Warwick,Olaf
26
+ 25,Ambessa,3,top,0.4867,0.0536,0.2899,Warwick,Camille,Irelia
27
+ 26,Gwen,3,top,0.5068,0.0288,0.024700000000000003,Warwick,Singed,Viktor
28
+ 27,Viktor,3,top,0.4991,0.0174,0.0344,Tryndamere,Kled,Irelia
29
+ 28,Sion,3,top,0.4985,0.0378,0.0048,Dr. Mundo,Gwen,Riven
30
+ 29,Trundle,3,top,0.5141,0.018799999999999997,0.0043,Urgot,Heimerdinger,Warwick
31
+ 30,Urgot,3,top,0.5108,0.0218,0.0036,Cassiopeia,Kayle,Aurora
32
+ 31,Garen,3,top,0.49439999999999995,0.0438,0.0212,Camille,Maokai,Tryndamere
33
+ 32,Vladimir,3,top,0.5084000000000001,0.022400000000000003,0.0183,Cassiopeia,Nasus,Akali
34
+ 33,Singed,3,top,0.5144,0.0177,0.0025,Trundle,Ryze,Udyr
35
+ 34,Jax,3,top,0.48950000000000005,0.049699999999999994,0.07139999999999999,Cassiopeia,Vladimir,Dr. Mundo
36
+ 35,Olaf,3,top,0.5163,0.015300000000000001,0.0096,Vayne,Heimerdinger,Udyr
37
+ 36,Tryndamere,3,top,0.5064,0.0231,0.0134,Warwick,Tahm Kench,Volibear
38
+ 37,Cassiopeia,3,top,0.5294,0.0075,0.0045000000000000005,Udyr,Quinn,Kled
39
+ 38,Yorick,3,top,0.5012,0.0258,0.0264,Warwick,Tryndamere,Gwen
40
+ 39,Kennen,3,top,0.5127,0.015300000000000001,0.0087,Udyr,Galio,Cassiopeia
41
+ 40,Zac,3,top,0.5174,0.011699999999999999,0.0069,Galio,Volibear,Heimerdinger
42
+ 41,Jayce,3,top,0.4825,0.056900000000000006,0.018500000000000003,Quinn,Tahm Kench,Irelia
43
+ 42,Nasus,3,top,0.49920000000000003,0.0271,0.0321,Zac,Ryze,Heimerdinger
44
+ 43,Kled,3,top,0.5122,0.014199999999999999,0.005,Akali,Rumble,Camille
45
+ 44,Gangplank,3,top,0.4939,0.0323,0.011899999999999999,Cho'Gath,Quinn,Kled
46
+ 45,Ryze,3,top,0.517,0.0108,0.0013,Zac,Irelia,Pantheon
47
+ 46,Pantheon,3,top,0.5025999999999999,0.020499999999999997,0.0048,Heimerdinger,Malphite,Maokai
48
+ 47,Wukong,3,top,0.5127,0.0118,0.0051,Cassiopeia,Singed,Ryze
49
+ 48,Yone,3,top,0.47659999999999997,0.055,0.0431,Irelia,Riven,Wukong
50
+ 49,Illaoi,4,top,0.4939,0.0235,0.0509,Heimerdinger,Kayle,Teemo
51
+ 50,Aurora,4,top,0.49340000000000006,0.019,0.041100000000000005,Akali,Irelia,Wukong
52
+ 51,Yasuo,4,top,0.4849,0.023799999999999998,0.0385,Singed,Cassiopeia,Riven
53
+ 52,Heimerdinger,4,top,0.5089,0.0092,0.0044,Ryze,Galio,Cassiopeia
54
+ 53,Quinn,4,top,0.5115999999999999,0.0076,0.0024,Olaf,Maokai,Malphite
55
+ 54,Akali,4,top,0.4926,0.0155,0.019299999999999998,Galio,Poppy,Maokai
56
+ 55,Sylas,4,top,0.4882,0.0159,0.015,Poppy,Urgot,Kled
57
+ 1,Warwick,1,jungle,0.516,0.0548,0.1505,Rek'Sai,Ivern,Nunu & Willump
58
+ 2,Wukong,1,jungle,0.5146000000000001,0.0667,0.0291,Zyra,Ivern,Karthus
59
+ 3,Viego,1,jungle,0.5003,0.1677,0.1343,Rammus,Qiyana,Bel'Veth
60
+ 4,Graves,1,jungle,0.5021,0.1359,0.1909,Gwen,Qiyana,Rammus
61
+ 5,Nocturne,1,jungle,0.512,0.0574,0.0784,Udyr,Gwen,Nunu & Willump
62
+ 6,Kayn,1,jungle,0.5092,0.0735,0.051699999999999996,Kindred,Fiddlesticks,Wukong
63
+ 7,Kha'Zix,1,jungle,0.5081,0.0729,0.0633,Fiddlesticks,Zyra,Shaco
64
+ 8,Nunu & Willump,1,jungle,0.5161,0.0332,0.0069,Qiyana,Pantheon,Bel'Veth
65
+ 9,Shaco,1,jungle,0.5113,0.0466,0.1303,Briar,Nunu & Willump,Karthus
66
+ 10,Lee Sin,1,jungle,0.4965,0.17,0.1139,Shaco,Warwick,Rek'Sai
67
+ 11,Ekko,1,jungle,0.5088,0.054900000000000004,0.0104,Pantheon,Ivern,Rengar
68
+ 12,Elise,2,jungle,0.5047999999999999,0.048799999999999996,0.054900000000000004,Nocturne,Shaco,Qiyana
69
+ 13,Jarvan IV,2,jungle,0.5036999999999999,0.0558,0.014199999999999999,Jax,Gwen,Bel'Veth
70
+ 14,Bel'Veth,2,jungle,0.5112,0.0263,0.0449,Sejuani,Wukong,Ivern
71
+ 15,Xin Zhao,2,jungle,0.5081,0.0359,0.0053,Pantheon,Jax,Gwen
72
+ 16,Skarner,2,jungle,0.5058,0.0392,0.0882,Lillia,Udyr,Gwen
73
+ 17,Hecarim,2,jungle,0.5042,0.046799999999999994,0.0329,Ivern,Volibear,Udyr
74
+ 18,Udyr,2,jungle,0.5111,0.0235,0.024399999999999998,Qiyana,Briar,Ekko
75
+ 19,Fiddlesticks,2,jungle,0.5108,0.0246,0.0137,Nunu & Willump,Rammus,Shaco
76
+ 20,Diana,2,jungle,0.5033,0.0466,0.0139,Dr. Mundo,Warwick,Briar
77
+ 21,Briar,2,jungle,0.5089,0.0259,0.0253,Pantheon,Jax,Teemo
78
+ 22,Rek'Sai,2,jungle,0.514,0.0159,0.006500000000000001,Dr. Mundo,Karthus,Volibear
79
+ 23,Master Yi,2,jungle,0.5025999999999999,0.0452,0.0703,Shaco,Elise,Warwick
80
+ 24,Karthus,2,jungle,0.5061,0.028399999999999998,0.0596,Shyvana,Volibear,Ivern
81
+ 25,Vi,3,jungle,0.49560000000000004,0.0646,0.0171,Rek'Sai,Dr. Mundo,Wukong
82
+ 26,Kindred,3,jungle,0.5005,0.0392,0.029500000000000002,Ivern,Qiyana,Rek'Sai
83
+ 27,Ivern,3,jungle,0.5115,0.0131,0.0051,Rek'Sai,Nunu & Willump,Amumu
84
+ 28,Talon,3,jungle,0.5051,0.0217,0.0067,Bel'Veth,Pantheon,Rengar
85
+ 29,Gwen,3,jungle,0.5105,0.0116,0.009899999999999999,Bel'Veth,Master Yi,Qiyana
86
+ 30,Volibear,3,jungle,0.5039,0.0197,0.013600000000000001,Jax,Ivern,Pantheon
87
+ 31,Rammus,3,jungle,0.5075999999999999,0.0139,0.028300000000000002,Pantheon,Lillia,Dr. Mundo
88
+ 32,Zyra,3,jungle,0.5058,0.015,0.009000000000000001,Gwen,Karthus,Evelynn
89
+ 33,Amumu,3,jungle,0.49979999999999997,0.0273,0.015300000000000001,Zed,Pantheon,Karthus
90
+ 34,Evelynn,3,jungle,0.501,0.0218,0.033,Taliyah,Briar,Bel'Veth
91
+ 35,Taliyah,3,jungle,0.5036999999999999,0.016200000000000003,0.0045000000000000005,Dr. Mundo,Zed,Qiyana
92
+ 36,Nidalee,3,jungle,0.4929,0.044800000000000006,0.0321,Rammus,Briar,Nocturne
93
+ 37,Zac,3,jungle,0.4946,0.0347,0.0206,Ivern,Qiyana,Taliyah
94
+ 38,Shyvana,3,jungle,0.5036,0.0149,0.003,Nunu & Willump,Bel'Veth,Udyr
95
+ 39,Lillia,3,jungle,0.495,0.033,0.0325,Qiyana,Talon,Briar
96
+ 40,Zed,3,jungle,0.5005,0.0143,0.0305,Xin Zhao,Dr. Mundo,Master Yi
97
+ 41,Rengar,3,jungle,0.49229999999999996,0.0316,0.0483,Rammus,Gwen,Briar
98
+ 42,Pantheon,3,jungle,0.5058,0.0072,0.0017000000000000001,Dr. Mundo,Lillia,Wukong
99
+ 43,Qiyana,4,jungle,0.5052,0.0063,0.0015,Volibear,Shaco,Skarner
100
+ 44,Poppy,4,jungle,0.4961,0.0088,0.0139,Rammus,Warwick,Pantheon
101
+ 45,Gragas,4,jungle,0.4843,0.0288,0.013500000000000002,Nocturne,Dr. Mundo,Skarner
102
+ 46,Sejuani,4,jungle,0.484,0.0248,0.0029,Dr. Mundo,Qiyana,Rek'Sai
103
+ 47,Jax,4,jungle,0.496,0.005600000000000001,0.008100000000000001,Amumu,Gragas,Udyr
104
+ 48,Dr. Mundo,4,jungle,0.4964,0.0051,0.0027,Qiyana,Gwen,Ivern
105
+ 49,Teemo,4,jungle,0.4879,0.011000000000000001,0.0143,Qiyana,Zyra,Gwen
106
+ 50,Ambessa,5,jungle,0.4382,0.0095,0.051500000000000004,Rammus,Qiyana,Kindred
107
+ 1,Viktor,1,mid,0.5055,0.1801,0.35840000000000005,Akali,Ekko,Xerath
108
+ 2,Vex,1,mid,0.5251,0.0338,0.0525,Cho'Gath,Annie,Vel'Koz
109
+ 3,Ahri,1,mid,0.5085999999999999,0.09699999999999999,0.041299999999999996,Cassiopeia,Akshan,Cho'Gath
110
+ 4,Sylas,2,mid,0.5,0.10300000000000001,0.09820000000000001,Taliyah,Garen,Vex
111
+ 5,Galio,2,mid,0.5099,0.0525,0.0364,Garen,Cho'Gath,Swain
112
+ 6,Irelia,2,mid,0.5122,0.0374,0.0635,Vex,Malphite,Taliyah
113
+ 7,Anivia,2,mid,0.5216,0.0217,0.0147,Garen,Neeko,Gragas
114
+ 8,Akali,2,mid,0.5031,0.0719,0.09,Twisted Fate,Taliyah,Akshan
115
+ 9,Katarina,2,mid,0.5039,0.061799999999999994,0.0669,Kayle,Malphite,Cho'Gath
116
+ 10,Lux,2,mid,0.509,0.039599999999999996,0.015700000000000002,Naafiri,Aurelion Sol,Vel'Koz
117
+ 11,Taliyah,2,mid,0.5206000000000001,0.0177,0.0049,Annie,Kayle,Fizz
118
+ 12,Hwei,2,mid,0.5027,0.0588,0.0553,Katarina,Talon,Fizz
119
+ 13,Syndra,2,mid,0.5011,0.060899999999999996,0.0379,Ekko,Cho'Gath,Katarina
120
+ 14,Aurora,2,mid,0.5017,0.051699999999999996,0.1125,Vex,Vel'Koz,Qiyana
121
+ 15,Talon,2,mid,0.511,0.0288,0.009000000000000001,Malphite,Cho'Gath,Garen
122
+ 16,Lissandra,2,mid,0.5099,0.0316,0.014499999999999999,Cho'Gath,Garen,Vel'Koz
123
+ 17,Akshan,2,mid,0.5136999999999999,0.023,0.0208,Kayle,Annie,Anivia
124
+ 18,Malzahar,2,mid,0.507,0.037000000000000005,0.0362,Kayle,Garen,Malphite
125
+ 19,Qiyana,2,mid,0.5135000000000001,0.022000000000000002,0.0054,Neeko,Garen,Vel'Koz
126
+ 20,Veigar,2,mid,0.5096,0.0286,0.005699999999999999,Cassiopeia,Xerath,Naafiri
127
+ 21,Ekko,2,mid,0.5075999999999999,0.030899999999999997,0.0058,Garen,Qiyana,Kassadin
128
+ 22,Cassiopeia,2,mid,0.5168,0.015700000000000002,0.0096,Neeko,Taliyah,Talon
129
+ 23,Xerath,2,mid,0.5064,0.032,0.0253,Garen,Naafiri,Cho'Gath
130
+ 24,Vel'Koz,2,mid,0.5184000000000001,0.013300000000000001,0.0028000000000000004,Ziggs,Naafiri,Kayle
131
+ 25,Yasuo,2,mid,0.4921,0.07719999999999999,0.1259,Annie,Taliyah,Vex
132
+ 26,Diana,2,mid,0.509,0.0248,0.0074,Pantheon,Neeko,Brand
133
+ 27,Ryze,2,mid,0.5079,0.0271,0.0033,Cassiopeia,Neeko,Taliyah
134
+ 28,Zoe,2,mid,0.5088,0.0241,0.0102,Naafiri,Cho'Gath,Garen
135
+ 29,Zed,2,mid,0.4943,0.0593,0.1272,Cho'Gath,Kayle,Akshan
136
+ 30,Kassadin,2,mid,0.5065999999999999,0.0265,0.0311,Brand,Naafiri,Cho'Gath
137
+ 31,Garen,3,mid,0.5256000000000001,0.0054,0.0026,Annie,Ryze,Aurelion Sol
138
+ 32,Vladimir,3,mid,0.5012,0.0327,0.0269,Anivia,Cho'Gath,Vel'Koz
139
+ 33,Aurelion Sol,3,mid,0.5082,0.019799999999999998,0.0070999999999999995,Zed,Qiyana,Vel'Koz
140
+ 34,Fizz,3,mid,0.5024000000000001,0.0297,0.0335,Akali,Garen,Akshan
141
+ 35,Naafiri,3,mid,0.5152,0.0101,0.0040999999999999995,Cho'Gath,Neeko,Irelia
142
+ 36,Neeko,3,mid,0.5203,0.0063,0.002,Lissandra,Taliyah,Vladimir
143
+ 37,Annie,3,mid,0.5133,0.0102,0.0016,Neeko,Gragas,Ekko
144
+ 38,Orianna,3,mid,0.4936,0.0429,0.0079,Garen,Ziggs,Cho'Gath
145
+ 39,Twisted Fate,3,mid,0.49939999999999996,0.026600000000000002,0.0023,Diana,Naafiri,Neeko
146
+ 40,Gragas,3,mid,0.5111,0.0102,0.0048,Cho'Gath,Vel'Koz,Cassiopeia
147
+ 41,Yone,3,mid,0.48219999999999996,0.0745,0.0587,Vex,Akshan,Cho'Gath
148
+ 42,Cho'Gath,3,mid,0.5191,0.0052,0.0008,Neeko,Ziggs,Qiyana
149
+ 43,LeBlanc,3,mid,0.48719999999999997,0.0483,0.17350000000000002,Garen,Naafiri,Pantheon
150
+ 44,Malphite,3,mid,0.5108,0.0077,0.0108,Cassiopeia,Lissandra,Ryze
151
+ 45,Kayle,3,mid,0.5139,0.006500000000000001,0.002,Neeko,Annie,Corki
152
+ 46,Swain,3,mid,0.4965,0.0176,0.0104,Kayle,Cassiopeia,Garen
153
+ 47,Pantheon,4,mid,0.506,0.0066,0.0015,Vel'Koz,Swain,Anivia
154
+ 48,Ambessa,4,mid,0.4959,0.0069,0.037599999999999995,Cho'Gath,Corki,Taliyah
155
+ 49,Azir,4,mid,0.48619999999999997,0.022099999999999998,0.003,Neeko,Annie,Kayle
156
+ 50,Jayce,4,mid,0.484,0.0212,0.0069,Naafiri,Vel'Koz,Brand
157
+ 51,Brand,4,mid,0.5027,0.0051,0.0026,Garen,Neeko,Anivia
158
+ 52,Ziggs,4,mid,0.4903,0.0066,0.0017000000000000001,Brand,Garen,Neeko
159
+ 53,Corki,4,mid,0.48210000000000003,0.0096,0.0087,Garen,Malphite,Gragas
160
+ 54,Smolder,5,mid,0.4267,0.0165,0.0067,Neeko,Diana,Kayle
161
+ 1,Viktor,1,adc,0.5268,0.0223,0.0447,Karthus,Vayne,Yasuo
162
+ 2,Nilah,1,adc,0.5364,0.018600000000000002,0.0351,Veigar,Hwei,Brand
163
+ 3,Jinx,1,adc,0.5058,0.21359999999999998,0.042699999999999995,Seraphine,Lux,Viktor
164
+ 4,Miss Fortune,1,adc,0.5196999999999999,0.0673,0.0072,Karthus,Seraphine,Yasuo
165
+ 5,Ashe,1,adc,0.5047,0.1618,0.1822,Karthus,Lux,Nilah
166
+ 6,Kog'Maw,2,adc,0.526,0.0255,0.0169,Karthus,Seraphine,Yasuo
167
+ 7,Jhin,2,adc,0.5004,0.19269999999999998,0.0378,Nilah,Yasuo,Seraphine
168
+ 8,Caitlyn,2,adc,0.4955,0.1973,0.2792,Lux,Brand,Ziggs
169
+ 9,Vayne,2,adc,0.5154,0.0472,0.0262,Veigar,Nilah,Tristana
170
+ 10,Corki,2,adc,0.5082,0.0673,0.061900000000000004,Veigar,Kog'Maw,Seraphine
171
+ 11,Karthus,2,adc,0.535,0.0059,0.0127,Nilah,Hwei,Vayne
172
+ 12,Seraphine,2,adc,0.529,0.0101,0.0022,Karthus,Brand,Lux
173
+ 13,Lux,2,adc,0.5281,0.01,0.004,Karthus,Yasuo,Ziggs
174
+ 14,Sivir,2,adc,0.5099,0.0495,0.009300000000000001,Viktor,Seraphine,Kog'Maw
175
+ 15,Draven,2,adc,0.5054,0.0625,0.2267,Lux,Seraphine,Swain
176
+ 16,Hwei,2,adc,0.5235,0.013600000000000001,0.0129,Viktor,Brand,Seraphine
177
+ 17,Ezreal,3,adc,0.49060000000000004,0.1655,0.051100000000000007,Karthus,Nilah,Yasuo
178
+ 18,Lucian,3,adc,0.5035000000000001,0.0605,0.0088,Karthus,Brand,Nilah
179
+ 19,Ziggs,3,adc,0.5164,0.020499999999999997,0.0053,Yasuo,Viktor,Vayne
180
+ 20,Xayah,3,adc,0.5085999999999999,0.0397,0.0058,Viktor,Miss Fortune,Hwei
181
+ 21,Yasuo,3,adc,0.5211,0.010700000000000001,0.0176,Nilah,Karthus,Swain
182
+ 22,Brand,4,adc,0.5232,0.0079,0.0040999999999999995,Karthus,Yasuo,Lux
183
+ 23,Tristana,4,adc,0.5056,0.034300000000000004,0.0037,Yasuo,Karthus,Corki
184
+ 24,Swain,4,adc,0.5143,0.0154,0.0092,Veigar,Vayne,Hwei
185
+ 25,Kai'Sa,4,adc,0.489,0.1199,0.017,Karthus,Nilah,Yasuo
186
+ 26,Varus,4,adc,0.4955,0.07200000000000001,0.011200000000000002,Hwei,Ziggs,Karthus
187
+ 27,Veigar,4,adc,0.5212,0.0067,0.0013,Lux,Kog'Maw,Karthus
188
+ 28,Smolder,4,adc,0.4939,0.061500000000000006,0.0254,Lux,Yasuo,Brand
189
+ 29,Twitch,4,adc,0.5015999999999999,0.0325,0.0141,Karthus,Nilah,Yasuo
190
+ 30,Zeri,5,adc,0.4984,0.0286,0.003,Karthus,Swain,Brand
191
+ 31,Samira,5,adc,0.4924,0.0344,0.0521,Veigar,Viktor,Nilah
192
+ 32,Aphelios,5,adc,0.4853,0.0453,0.0070999999999999995,Brand,Nilah,Yasuo
193
+ 33,Kalista,5,adc,0.4828,0.0208,0.0053,Kog'Maw,Nilah,Brand
194
+ 1,Lulu,1,support,0.5167,0.15,0.1791,Fiddlesticks,Tahm Kench,Elise
195
+ 2,Nami,1,support,0.5131,0.10369999999999999,0.0101,Fiddlesticks,Elise,Galio
196
+ 3,Tahm Kench,2,support,0.5184000000000001,0.0508,0.0632,Janna,Elise,Taric
197
+ 4,Janna,2,support,0.5172,0.060700000000000004,0.021400000000000002,Zoe,Blitzcrank,Sona
198
+ 5,Thresh,2,support,0.5049,0.1286,0.0546,Taric,Elise,Zyra
199
+ 6,Poppy,2,support,0.52,0.034300000000000004,0.0535,Taric,Sona,Vel'Koz
200
+ 7,Braum,3,support,0.5107,0.0617,0.0545,Senna,Vel'Koz,Elise
201
+ 8,Senna,3,support,0.5108,0.0593,0.0169,Elise,Vel'Koz,Pyke
202
+ 9,Pyke,3,support,0.5035000000000001,0.08039999999999999,0.3079,Elise,Maokai,Poppy
203
+ 10,Rell,3,support,0.5133,0.04650000000000001,0.0233,Taric,Poppy,Janna
204
+ 11,Soraka,3,support,0.5121,0.049100000000000005,0.0187,Elise,Galio,Sylas
205
+ 12,Taric,3,support,0.5263,0.0174,0.0036,Fiddlesticks,Soraka,Janna
206
+ 13,Karma,3,support,0.5015999999999999,0.0965,0.039900000000000005,Maokai,Fiddlesticks,Pyke
207
+ 14,Sona,3,support,0.518,0.0263,0.0012,Elise,Zac,Camille
208
+ 15,Vel'Koz,3,support,0.5147999999999999,0.030600000000000002,0.0063,Camille,Elise,LeBlanc
209
+ 16,Milio,3,support,0.5049,0.0594,0.0327,Maokai,Elise,Tahm Kench
210
+ 17,Bard,3,support,0.509,0.0441,0.0060999999999999995,Elise,Tahm Kench,Fiddlesticks
211
+ 18,Elise,3,support,0.5295000000000001,0.0083,0.0092,Shen,Pantheon,Galio
212
+ 19,Maokai,3,support,0.512,0.027999999999999997,0.0147,Taric,Elise,Galio
213
+ 20,Leona,4,support,0.49829999999999997,0.0572,0.0496,Janna,Galio,Taric
214
+ 21,Blitzcrank,4,support,0.4961,0.0602,0.17309999999999998,Elise,Taric,Braum
215
+ 22,Zilean,4,support,0.5075999999999999,0.028900000000000002,0.008199999999999999,Galio,Sona,LeBlanc
216
+ 23,Zyra,4,support,0.5049,0.030899999999999997,0.0183,Taric,Tahm Kench,Sylas
217
+ 24,Lux,4,support,0.4925,0.0703,0.0274,Poppy,Shen,LeBlanc
218
+ 25,Xerath,4,support,0.5001,0.039,0.030299999999999997,Elise,Shen,Zoe
219
+ 26,Rakan,4,support,0.498,0.046799999999999994,0.0062,Elise,Poppy,Janna
220
+ 27,Nautilus,4,support,0.4885,0.0814,0.12390000000000001,Taric,Renata Glasc,Rell
221
+ 28,Morgana,4,support,0.4997,0.0352,0.11380000000000001,Shaco,Sona,Xerath
222
+ 29,Seraphine,4,support,0.49829999999999997,0.0374,0.008,Elise,Vel'Koz,Poppy
223
+ 30,Yuumi,4,support,0.48869999999999997,0.0591,0.0725,Taric,Rell,Braum
224
+ 31,Neeko,4,support,0.5046,0.0196,0.0063,Fiddlesticks,Camille,Poppy
225
+ 32,Alistar,4,support,0.4927,0.0364,0.0125,Janna,Soraka,Morgana
226
+ 33,Pantheon,4,support,0.5012,0.019299999999999998,0.0044,Taric,LeBlanc,Janna
227
+ 34,Renata Glasc,4,support,0.499,0.021099999999999997,0.0037,Vel'Koz,Hwei,Xerath
228
+ 35,LeBlanc,5,support,0.5038,0.0095,0.0336,Taric,Galio,Poppy
229
+ 36,Brand,5,support,0.4972,0.0192,0.0098,Galio,Camille,Shaco
230
+ 37,Shaco,5,support,0.49770000000000003,0.014199999999999999,0.0392,Hwei,Zoe,Lulu
231
+ 38,Sylas,5,support,0.49689999999999995,0.014199999999999999,0.013300000000000001,Poppy,Renata Glasc,Camille
232
+ 39,Galio,5,support,0.5029,0.008100000000000001,0.0055000000000000005,Milio,Janna,Neeko
233
+ 40,Zoe,5,support,0.5002,0.009899999999999999,0.0040999999999999995,Taric,Elise,Maokai
234
+ 41,Fiddlesticks,5,support,0.5067,0.0052,0.0029,Poppy,Maokai,Renata Glasc
235
+ 42,Shen,5,support,0.5009,0.0059,0.0007000000000000001,Galio,Taric,Swain
236
+ 43,Camille,5,support,0.49950000000000006,0.0058,0.0027,LeBlanc,Galio,Elise
237
+ 44,Swain,5,support,0.47590000000000005,0.0226,0.0132,Fiddlesticks,Sona,Brand
238
+ 45,Hwei,5,support,0.4879,0.0086,0.008,LeBlanc,Zoe,Elise
239
+ 46,Zac,5,support,0.4816,0.0053,0.0031,Taric,LeBlanc,Poppy
util/__pycache__/Meta_scrapper.cpython-312.pyc CHANGED
Binary files a/util/__pycache__/Meta_scrapper.cpython-312.pyc and b/util/__pycache__/Meta_scrapper.cpython-312.pyc differ
 
util/__pycache__/Player_scrapper.cpython-312.pyc CHANGED
Binary files a/util/__pycache__/Player_scrapper.cpython-312.pyc and b/util/__pycache__/Player_scrapper.cpython-312.pyc differ
 
util/app_training_df_getter.py CHANGED
@@ -2,16 +2,25 @@ from Recent_match_scrapper import get_multiple_matches_stats, get_matches_stats
2
  import os
3
  import pandas as pd
4
  import numpy as np
5
- from Meta_scrapper import get_meta_stats
6
  from Leaderboard_scrapper import scrape_leaderboards
7
  from connection_check import check_connection
8
  from helper import merge_stats, filter_leaderboard, get_player_list, process_kda_perfect, ChampionConverter
9
  from Player_scrapper import get_multiple_player_stats, get_player_stats
10
  from feature_eng import create_champion_features
11
- from Weekly_meta_scrapper import get_weekly_meta
12
  import pandas as pd
13
  import re
14
 
 
 
 
 
 
 
 
 
 
15
  # ============================================ my functions =========================================================
16
 
17
 
@@ -355,42 +364,98 @@ def create_champion_features_and_return_df(merged_player_stats=None, meta_stats=
355
  print(f"\nError occurred: {str(e)}")
356
  return None
357
 
358
- '''OG
359
- def create_app_user_training_df(url):
360
-
361
- # EXAMPLE OF INPUT: url = "https://www.op.gg/summoners/euw/Agurin-EUW?queue_type=SOLORANKED"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
362
 
363
- match = re.search(r"/summoners/(\w+)/([\w\-]+)\?", url)
364
- if match:
365
- region = match.group(1)
366
- username = match.group(2)
367
- print(f"Region: {region}, Username: {username}")
368
 
 
 
 
369
 
370
- recent_stats = get_matches_stats(region, username)
371
- # Replace " #" with "-" in the player_id column
372
- recent_stats['player_id'] = recent_stats['player_id'].str.replace(" #", "-", regex=False)
373
- print("recent_stats recieved, player_id parsed.\n")
374
 
375
- player_stats = get_player_stats(region, username)
 
376
 
377
- merged_stats = merge_stats(recent_stats, player_stats)
378
- print("merged stats:\n")
379
- print(merge_stats)
380
 
381
- #save to feature_eng_stats.csv
382
- training_features = create_champion_features_and_return_df(merged_player_stats=merged_stats, debug=None, consider_team_comp=True, test_mode=False)
383
- return training_features
384
  '''
385
 
386
  def create_app_user_training_df(url):
387
  try:
 
 
 
 
388
  # Input validation
389
  if not url or not isinstance(url, str):
390
  raise ValueError("Invalid URL provided")
391
 
392
  # Extract region and username
393
- match = re.search(r"/summoners/(\w+)/([\w\-]+)\?", url)
394
  if not match:
395
  raise ValueError(f"Could not parse region and username from URL: {url}")
396
 
@@ -401,6 +466,7 @@ def create_app_user_training_df(url):
401
  # Get recent stats
402
  print("Fetching recent matches...")
403
  recent_stats = get_matches_stats(region, username)
 
404
 
405
  # Validate recent_stats
406
  if recent_stats is None or recent_stats.empty:
@@ -418,13 +484,13 @@ def create_app_user_training_df(url):
418
 
419
  # Get player stats
420
  print("Fetching player stats...")
421
- player_stats, metadata = get_player_stats(region, username)
422
 
423
- # Validate player_stats
424
- if player_stats is None or player_stats.empty:
425
- raise ValueError("No player stats found")
426
 
427
- print("Player stats columns:", player_stats.columns.tolist())
428
 
429
  # Merge stats
430
  print("Merging stats...")
@@ -460,9 +526,10 @@ def create_app_user_training_df(url):
460
 
461
  # ========================================= end of my functions =====================================================
462
 
463
- # meta_stats = get_meta_stats()
464
- # print(meta_stats)
 
465
 
466
- #url = "https://www.op.gg/summoners/euw/Agurin-EUW?queue_type=soloranked"
467
- #return_value = create_app_user_training_df(url)
468
- #print("return value: ", return_value)
 
2
  import os
3
  import pandas as pd
4
  import numpy as np
5
+ from Meta_scrapper import *
6
  from Leaderboard_scrapper import scrape_leaderboards
7
  from connection_check import check_connection
8
  from helper import merge_stats, filter_leaderboard, get_player_list, process_kda_perfect, ChampionConverter
9
  from Player_scrapper import get_multiple_player_stats, get_player_stats
10
  from feature_eng import create_champion_features
11
+ from Weekly_meta_scrapper import *
12
  import pandas as pd
13
  import re
14
 
15
+ from selenium import webdriver
16
+ from selenium.webdriver.chrome.service import Service
17
+ from selenium.webdriver.chrome.options import Options
18
+ from webdriver_manager.chrome import ChromeDriverManager
19
+ from selenium.webdriver.common.by import By
20
+ from selenium.webdriver.support.ui import WebDriverWait
21
+ from selenium.webdriver.support import expected_conditions as EC
22
+ from helper import convert_percentage_to_decimal
23
+
24
  # ============================================ my functions =========================================================
25
 
26
 
 
364
  print(f"\nError occurred: {str(e)}")
365
  return None
366
 
367
+ '''
368
+ def get_weekly_meta():
369
+ BASE_URL = "https://www.op.gg/statistics/champions?tier=challenger&period=week&mode=ranked"
370
+ driver = setup_driver()
371
+
372
+ try:
373
+ driver.get(BASE_URL)
374
+ table = WebDriverWait(driver, 20).until(
375
+ EC.presence_of_element_located((By.CSS_SELECTOR, "#content-container > div:nth-child(2) > table"))
376
+ )
377
+
378
+ # Extract table rows
379
+ rows = table.find_elements(By.TAG_NAME, "tr")
380
+
381
+ # Define the column order
382
+ columns = ["rank", "champion", "games", "KDA", "WR", "pick", "ban", "cs", "gold"]
383
+
384
+ data = []
385
+ for row in rows[1:]: # Skip the header row
386
+ cells = row.find_elements(By.TAG_NAME, "td")
387
+ row_data = [cell.text for cell in cells]
388
+
389
+ if len(row_data) >= len(columns):
390
+ # Remove ":1" from KDA format
391
+ row_data[3] = row_data[3].replace(":1", "")
392
+ # Convert WR, pick, and ban percentages to decimals
393
+ row_data[4] = convert_percentage_to_decimal(row_data[4])
394
+ row_data[5] = convert_percentage_to_decimal(row_data[5])
395
+ row_data[6] = convert_percentage_to_decimal(row_data[6])
396
+ # Remove commas from the gold values
397
+ row_data[8] = int(row_data[8].replace(",", ""))
398
+
399
+ data.append(row_data[:len(columns)])
400
+
401
+ # Create a DataFrame with the extracted data
402
+ df = pd.DataFrame(data, columns=columns)
403
+
404
+ # Print confirmation message
405
+ print(f"Saved weekly meta to dataframe: \n", df)
406
+
407
+ return df
408
+
409
+ except Exception as e:
410
+ print(f"Error: {e}")
411
+ return None
412
+
413
+ finally:
414
+ driver.quit()
415
+
416
+ def get_meta_stats():
417
+ """Main function to scrape champion data with improved error handling and logging"""
418
+ driver = None
419
+
420
+ try:
421
+ driver = setup_driver()
422
+ all_roles_data = []
423
 
424
+ for role in ROLES:
425
+ role_url = BASE_URL.format(role=role)
426
+ role_data = get_champion_table_data(driver, role_url, role)
427
+ all_roles_data.extend(role_data)
 
428
 
429
+ if not all_roles_data:
430
+ print("No data was collected from any role")
431
+ return pd.DataFrame()
432
 
433
+ df = pd.DataFrame(all_roles_data)
 
 
 
434
 
435
+ print(f"Saved meta stats to df:\n", df)
436
+ return df
437
 
438
+ except Exception as e:
439
+ print(f"Error in get_meta_stats: {e}")
440
+ return pd.DataFrame()
441
 
442
+ finally:
443
+ if driver:
444
+ driver.quit()
445
  '''
446
 
447
  def create_app_user_training_df(url):
448
  try:
449
+ meta_stats = get_meta_stats()
450
+
451
+ weekly_meta_stats = get_weekly_meta()
452
+
453
  # Input validation
454
  if not url or not isinstance(url, str):
455
  raise ValueError("Invalid URL provided")
456
 
457
  # Extract region and username
458
+ match = re.search(r"/summoners/(\w+)/([\w\-]+)$", url)
459
  if not match:
460
  raise ValueError(f"Could not parse region and username from URL: {url}")
461
 
 
466
  # Get recent stats
467
  print("Fetching recent matches...")
468
  recent_stats = get_matches_stats(region, username)
469
+ print("type(recent_stats): ", type(recent_stats))
470
 
471
  # Validate recent_stats
472
  if recent_stats is None or recent_stats.empty:
 
484
 
485
  # Get player stats
486
  print("Fetching player stats...")
487
+ player_stats = get_player_stats(region, username)
488
 
489
+ # Validate player_stats DONT!!! its a tuple leave it be.
490
+ #if player_stats is None or player_stats.empty:
491
+ # raise ValueError("No player stats found")
492
 
493
+ #print("Player stats columns:", player_stats.columns.tolist())
494
 
495
  # Merge stats
496
  print("Merging stats...")
 
526
 
527
  # ========================================= end of my functions =====================================================
528
 
529
+ #meta_stats = get_meta_stats()
530
+
531
+ #weekly_meta_stats = get_weekly_meta()
532
 
533
+ url = "https://www.op.gg/summoners/euw/Agurin-EUW"
534
+ return_value = create_app_user_training_df(url)
535
+ print("return value: \n", return_value)
util/data/feature_eng_stats.csv CHANGED
The diff for this file is too large to render. See raw diff
 
util/data/meta_stats.csv CHANGED
@@ -1,239 +1,239 @@
1
  rank,champion,tier,role,win_rate,pick_rate,ban_rate,counter1,counter2,counter3
2
- 1,Irelia,1,top,0.5186,0.0576,0.0956,Warwick,Volibear,Zac
3
- 2,Maokai,1,top,0.5162,0.0622,0.032799999999999996,Heimerdinger,Olaf,Mordekaiser
4
- 3,Warwick,1,top,0.5251,0.0305,0.08380000000000001,Cassiopeia,Teemo,Heimerdinger
5
- 4,Aatrox,1,top,0.5024000000000001,0.0855,0.1023,Cassiopeia,Warwick,Irelia
6
- 5,Riven,1,top,0.5138,0.052000000000000005,0.027000000000000003,Quinn,Maokai,Kennen
7
- 6,Gragas,1,top,0.5123,0.0492,0.0229,Cho'Gath,Vayne,Maokai
8
- 7,Darius,1,top,0.5056,0.0623,0.1333,Cassiopeia,Teemo,Wukong
9
- 8,Malphite,1,top,0.5131,0.044199999999999996,0.0617,Maokai,Dr. Mundo,Tahm Kench
10
- 9,Volibear,1,top,0.509,0.0489,0.0338,Quinn,Teemo,Kennen
11
- 10,Mordekaiser,2,top,0.5064,0.048,0.0575,Cassiopeia,Heimerdinger,Vayne
12
- 11,Cho'Gath,2,top,0.5186999999999999,0.028399999999999998,0.0044,Olaf,Ornn,Dr. Mundo
13
- 12,Ornn,2,top,0.5117,0.0388,0.005600000000000001,Warwick,Tryndamere,Dr. Mundo
14
- 13,Camille,2,top,0.5105,0.04019999999999999,0.0189,Zac,Ryze,Teemo
15
- 14,Renekton,2,top,0.4997,0.0588,0.048499999999999995,Cassiopeia,Teemo,Warwick
16
- 15,Tahm Kench,2,top,0.5106,0.0329,0.040999999999999995,Wukong,Heimerdinger,Singed
17
- 16,Dr. Mundo,2,top,0.5082,0.037000000000000005,0.0195,Riven,Udyr,Warwick
18
- 17,Teemo,2,top,0.515,0.0255,0.033,Ryze,Olaf,Cassiopeia
19
- 18,Sett,2,top,0.5025999999999999,0.0444,0.0088,Zac,Warwick,Volibear
20
- 19,Shen,2,top,0.5103,0.0313,0.0038,Cassiopeia,Teemo,Tryndamere
21
- 20,K'Sante,2,top,0.48979999999999996,0.0704,0.07730000000000001,Singed,Kayle,Kennen
22
- 21,Fiora,2,top,0.5038,0.0366,0.0584,Quinn,Ryze,Warwick
23
- 22,Kayle,2,top,0.5155,0.0217,0.006500000000000001,Ryze,Malphite,Cassiopeia
24
- 23,Gnar,2,top,0.4986,0.0455,0.0195,Quinn,Vladimir,Malphite
25
- 24,Ambessa,3,top,0.4866,0.054299999999999994,0.2948,Warwick,Camille,Irelia
26
- 25,Poppy,3,top,0.5157,0.0181,0.0285,Warwick,Cassiopeia,Darius
27
- 26,Gwen,3,top,0.5065999999999999,0.0288,0.0245,Warwick,Singed,Viktor
28
- 27,Viktor,3,top,0.4988,0.0178,0.0348,Tryndamere,Kled,Irelia
29
- 28,Vladimir,3,top,0.5093,0.022400000000000003,0.0182,Cassiopeia,Nasus,Akali
30
- 29,Urgot,3,top,0.511,0.0217,0.0036,Cassiopeia,Aurora,Olaf
31
- 30,Sion,3,top,0.4982,0.0377,0.004699999999999999,Riven,Dr. Mundo,Gwen
32
- 31,Trundle,3,top,0.5136999999999999,0.018600000000000002,0.0042,Heimerdinger,Zac,Quinn
33
- 32,Garen,3,top,0.494,0.043899999999999995,0.0212,Camille,Maokai,Kayle
34
- 33,Singed,3,top,0.5135000000000001,0.0177,0.0025,Vayne,Trundle,Ryze
35
- 34,Jax,3,top,0.4892,0.05,0.0716,Cassiopeia,Heimerdinger,Vladimir
36
- 35,Olaf,3,top,0.5164,0.015300000000000001,0.0095,Vayne,Heimerdinger,Kayle
37
- 36,Tryndamere,3,top,0.5062,0.0231,0.0134,Warwick,Volibear,Cho'Gath
38
- 37,Cassiopeia,3,top,0.5281,0.0075,0.0045000000000000005,Kled,Garen,Udyr
39
- 38,Yorick,3,top,0.5009,0.0258,0.0262,Warwick,Kayle,Tryndamere
40
- 39,Kennen,3,top,0.5122,0.015300000000000001,0.0087,Udyr,Galio,Dr. Mundo
41
- 40,Zac,3,top,0.517,0.011699999999999999,0.0069,Galio,Volibear,Riven
42
- 41,Nasus,3,top,0.4988,0.027000000000000003,0.0321,Ryze,Zac,Heimerdinger
43
- 42,Jayce,3,top,0.4826,0.054900000000000004,0.0172,Quinn,Tahm Kench,Irelia
44
- 43,Gangplank,3,top,0.49420000000000003,0.0322,0.011899999999999999,Quinn,Cho'Gath,Tahm Kench
45
- 44,Pantheon,3,top,0.5027,0.0206,0.0048,Heimerdinger,Maokai,Malphite
46
- 45,Ryze,3,top,0.5169,0.0108,0.0013,Zac,Irelia,Pantheon
47
- 46,Kled,3,top,0.5111,0.014199999999999999,0.005,Camille,Akali,Riven
48
- 47,Wukong,3,top,0.513,0.0118,0.005,Cassiopeia,Singed,Ryze
49
- 48,Yone,3,top,0.4765,0.055099999999999996,0.0432,Irelia,Riven,Wukong
50
- 49,Illaoi,4,top,0.494,0.0235,0.0508,Heimerdinger,Kayle,Teemo
51
- 50,Aurora,4,top,0.4936,0.0191,0.0414,Irelia,Akali,Wukong
52
- 51,Yasuo,4,top,0.485,0.023799999999999998,0.0385,Singed,Cassiopeia,Riven
53
- 52,Heimerdinger,4,top,0.5097999999999999,0.009300000000000001,0.0044,Galio,Ryze,Cassiopeia
54
- 53,Quinn,4,top,0.512,0.0076,0.0024,Olaf,Malphite,Maokai
55
- 54,Akali,4,top,0.4924,0.015600000000000001,0.019299999999999998,Galio,Poppy,Maokai
56
- 55,Sylas,4,top,0.4874,0.0159,0.0152,Urgot,Poppy,Kled
57
- 1,Warwick,1,jungle,0.5162,0.0556,0.1527,Rek'Sai,Ivern,Nunu & Willump
58
- 2,Wukong,1,jungle,0.5143,0.066,0.0281,Zyra,Karthus,Ivern
59
- 3,Viego,1,jungle,0.5003,0.16820000000000002,0.1338,Rammus,Qiyana,Bel'Veth
60
- 4,Nocturne,1,jungle,0.5117,0.0575,0.0784,Udyr,Gwen,Wukong
61
- 5,Graves,1,jungle,0.5017,0.1361,0.19190000000000002,Gwen,Rammus,Qiyana
62
- 6,Kayn,1,jungle,0.509,0.0733,0.0512,Kindred,Fiddlesticks,Wukong
63
- 7,Kha'Zix,1,jungle,0.5083,0.0729,0.0632,Fiddlesticks,Zyra,Shaco
64
- 8,Shaco,1,jungle,0.5115,0.0466,0.12990000000000002,Briar,Karthus,Graves
65
- 9,Nunu & Willump,1,jungle,0.5162,0.0333,0.0069,Qiyana,Pantheon,Bel'Veth
66
- 10,Lee Sin,1,jungle,0.4966,0.1702,0.1137,Shaco,Rek'Sai,Warwick
67
- 11,Ekko,1,jungle,0.509,0.055,0.0103,Pantheon,Ivern,Rengar
68
- 12,Elise,2,jungle,0.5056,0.0487,0.055099999999999996,Nocturne,Qiyana,Shaco
69
- 13,Bel'Veth,2,jungle,0.5117,0.026099999999999998,0.0444,Sejuani,Ivern,Rek'Sai
70
- 14,Jarvan IV,2,jungle,0.5036999999999999,0.0558,0.014199999999999999,Gwen,Jax,Bel'Veth
71
- 15,Xin Zhao,2,jungle,0.5078,0.0359,0.0053,Pantheon,Jax,Udyr
72
- 16,Fiddlesticks,2,jungle,0.5114,0.0246,0.0137,Nunu & Willump,Rammus,Shaco
73
- 17,Skarner,2,jungle,0.5056,0.0393,0.0883,Lillia,Gwen,Udyr
74
- 18,Hecarim,2,jungle,0.5039,0.0466,0.0327,Ivern,Volibear,Udyr
75
- 19,Briar,2,jungle,0.5093,0.0258,0.0252,Pantheon,Jax,Teemo
76
- 20,Diana,2,jungle,0.5025999999999999,0.0464,0.0139,Warwick,Qiyana,Dr. Mundo
77
- 21,Rek'Sai,2,jungle,0.5138,0.0158,0.006500000000000001,Dr. Mundo,Karthus,Volibear
78
- 22,Udyr,2,jungle,0.5093,0.0233,0.0242,Qiyana,Briar,Poppy
79
- 23,Master Yi,2,jungle,0.5017,0.0454,0.0704,Shaco,Elise,Warwick
80
- 24,Karthus,2,jungle,0.5064,0.028300000000000002,0.059500000000000004,Shyvana,Ivern,Volibear
81
- 25,Kindred,3,jungle,0.5008,0.0392,0.029300000000000003,Ivern,Qiyana,Elise
82
- 26,Vi,3,jungle,0.4951,0.0647,0.0171,Dr. Mundo,Rek'Sai,Wukong
83
- 27,Ivern,3,jungle,0.5114,0.0131,0.0051,Amumu,Briar,Nunu & Willump
84
- 28,Gwen,3,jungle,0.5114,0.0115,0.0098,Bel'Veth,Master Yi,Qiyana
85
- 29,Talon,3,jungle,0.5046,0.0215,0.0066,Bel'Veth,Pantheon,Rengar
86
- 30,Rammus,3,jungle,0.5081,0.0139,0.0282,Pantheon,Lillia,Dr. Mundo
87
- 31,Volibear,3,jungle,0.5033,0.0197,0.013600000000000001,Jax,Ivern,Pantheon
88
- 32,Zyra,3,jungle,0.5047999999999999,0.015,0.009000000000000001,Gwen,Karthus,Rengar
89
- 33,Amumu,3,jungle,0.4988,0.0273,0.0154,Zed,Pantheon,Karthus
90
- 34,Evelynn,3,jungle,0.5008,0.0217,0.0329,Taliyah,Briar,Teemo
91
- 35,Nidalee,3,jungle,0.4927,0.0449,0.0321,Rammus,Briar,Nocturne
92
- 36,Taliyah,3,jungle,0.5034000000000001,0.016200000000000003,0.0045000000000000005,Dr. Mundo,Zed,Qiyana
93
- 37,Zac,3,jungle,0.4949,0.0346,0.0206,Ivern,Qiyana,Taliyah
94
- 38,Shyvana,3,jungle,0.5039,0.0148,0.003,Nunu & Willump,Bel'Veth,Udyr
95
- 39,Lillia,3,jungle,0.49520000000000003,0.033,0.0326,Qiyana,Talon,Briar
96
- 40,Zed,3,jungle,0.5005,0.014199999999999999,0.0305,Dr. Mundo,Xin Zhao,Master Yi
97
- 41,Rengar,3,jungle,0.4925,0.0317,0.0484,Rammus,Gwen,Jax
98
- 42,Pantheon,3,jungle,0.5055,0.0072,0.0016,Dr. Mundo,Lillia,Wukong
99
- 43,Qiyana,4,jungle,0.5056,0.0063,0.0015,Volibear,Skarner,Shaco
100
- 44,Poppy,4,jungle,0.4965,0.0088,0.013999999999999999,Rammus,Warwick,Shaco
101
- 45,Gragas,4,jungle,0.4843,0.0288,0.0134,Poppy,Nocturne,Skarner
102
- 46,Sejuani,4,jungle,0.484,0.0248,0.0029,Qiyana,Rek'Sai,Dr. Mundo
103
- 47,Jax,4,jungle,0.49670000000000003,0.005600000000000001,0.008100000000000001,Amumu,Udyr,Nunu & Willump
104
- 48,Dr. Mundo,4,jungle,0.4962,0.0051,0.0027,Qiyana,Ivern,Gwen
105
- 49,Teemo,4,jungle,0.48710000000000003,0.0111,0.0144,Qiyana,Zyra,Gwen
106
- 50,Ambessa,5,jungle,0.43770000000000003,0.0096,0.052199999999999996,Rammus,Master Yi,Rek'Sai
107
- 1,Viktor,1,mid,0.5057,0.1827,0.3603,Akali,Ekko,Xerath
108
- 2,Vex,1,mid,0.5247999999999999,0.0337,0.0524,Cho'Gath,Annie,Corki
109
- 3,Ahri,1,mid,0.5082,0.0971,0.0415,Cho'Gath,Akshan,Cassiopeia
110
- 4,Sylas,2,mid,0.4999,0.1033,0.099,Taliyah,Garen,Vex
111
- 5,Galio,2,mid,0.5094,0.0525,0.0364,Garen,Swain,Lux
112
- 6,Anivia,2,mid,0.5211,0.0216,0.0147,Gragas,Garen,Neeko
113
- 7,Irelia,2,mid,0.5115999999999999,0.037200000000000004,0.0622,Vex,Malphite,Galio
114
- 8,Akali,2,mid,0.503,0.07200000000000001,0.08960000000000001,Twisted Fate,Akshan,Taliyah
115
- 9,Katarina,2,mid,0.5039,0.0616,0.067,Kayle,Malphite,Cho'Gath
116
- 10,Lux,2,mid,0.5093,0.0394,0.015700000000000002,Naafiri,Aurelion Sol,Taliyah
117
  11,Taliyah,2,mid,0.5206000000000001,0.0177,0.0049,Annie,Kayle,Fizz
118
- 12,Hwei,2,mid,0.503,0.0587,0.0553,Malphite,Katarina,Talon
119
- 13,Syndra,2,mid,0.5013000000000001,0.061,0.038,Ekko,Katarina,Aurelion Sol
120
- 14,Talon,2,mid,0.5112,0.0287,0.0089,Malphite,Garen,Kayle
121
- 15,Aurora,2,mid,0.5015,0.0518,0.11259999999999999,Vel'Koz,Vex,Gragas
122
- 16,Lissandra,2,mid,0.5096,0.0316,0.014499999999999999,Cho'Gath,Corki,Lux
123
- 17,Malzahar,2,mid,0.5067,0.0368,0.0359,Kayle,Garen,Swain
124
- 18,Akshan,2,mid,0.5127,0.0227,0.0207,Anivia,Kayle,Annie
125
- 19,Qiyana,2,mid,0.5132,0.022000000000000002,0.0054,Neeko,Garen,Vel'Koz
126
- 20,Veigar,2,mid,0.5092,0.0285,0.005699999999999999,Cassiopeia,Naafiri,Xerath
127
- 21,Ekko,2,mid,0.5074000000000001,0.030899999999999997,0.0058,Garen,Qiyana,Kassadin
128
- 22,Cassiopeia,2,mid,0.5166,0.015700000000000002,0.0096,Neeko,Talon,Vel'Koz
129
- 23,Vel'Koz,2,mid,0.5186999999999999,0.013300000000000001,0.0028000000000000004,Naafiri,Ziggs,Katarina
130
- 24,Xerath,2,mid,0.5059,0.0319,0.0253,Garen,Naafiri,Fizz
131
- 25,Yasuo,2,mid,0.4921,0.077,0.1255,Annie,Taliyah,Vex
132
- 26,Diana,2,mid,0.5091,0.024700000000000003,0.0074,Pantheon,Neeko,Brand
133
- 27,Ryze,2,mid,0.5083,0.0271,0.0033,Cassiopeia,Neeko,Taliyah
134
- 28,Zoe,2,mid,0.5088,0.0241,0.0102,Naafiri,Garen,Malzahar
135
- 29,Zed,2,mid,0.4941,0.059000000000000004,0.1274,Kayle,Cho'Gath,Akshan
136
- 30,Kassadin,2,mid,0.5061,0.0265,0.031,Brand,Naafiri,Cho'Gath
137
- 31,Garen,3,mid,0.5259,0.0053,0.0026,Annie,Ryze,Aurelion Sol
138
- 32,Vladimir,3,mid,0.5017,0.0326,0.026699999999999998,Anivia,Cho'Gath,Vel'Koz
139
- 33,Aurelion Sol,3,mid,0.5081,0.019799999999999998,0.0070999999999999995,Vel'Koz,Zed,Fizz
140
- 34,Fizz,3,mid,0.5024000000000001,0.0297,0.0335,Akali,Garen,Neeko
141
- 35,Naafiri,3,mid,0.5157,0.01,0.0040999999999999995,Cho'Gath,Neeko,Kayle
142
- 36,Neeko,3,mid,0.5201,0.0063,0.002,Taliyah,Lissandra,Vladimir
143
- 37,Twisted Fate,3,mid,0.5003,0.026600000000000002,0.0023,Naafiri,Neeko,Diana
144
- 38,Orianna,3,mid,0.49369999999999997,0.0429,0.0079,Ziggs,Garen,Cho'Gath
145
- 39,Annie,3,mid,0.512,0.0102,0.0016,Neeko,Gragas,Talon
146
- 40,Gragas,3,mid,0.5106,0.0102,0.0048,Cho'Gath,Vel'Koz,Naafiri
147
- 41,Yone,3,mid,0.48229999999999995,0.0746,0.0588,Cho'Gath,Vex,Akshan
148
- 42,Cho'Gath,3,mid,0.5186,0.0051,0.0008,Ziggs,Vel'Koz,Qiyana
149
- 43,LeBlanc,3,mid,0.48700000000000004,0.0484,0.17420000000000002,Garen,Naafiri,Pantheon
150
- 44,Malphite,3,mid,0.5108,0.0076,0.010700000000000001,Cassiopeia,Lissandra,Sylas
151
- 45,Kayle,3,mid,0.5129,0.006500000000000001,0.0019,Neeko,Annie,Corki
152
- 46,Swain,3,mid,0.4966,0.0177,0.0105,Kayle,Cassiopeia,Xerath
153
- 47,Pantheon,4,mid,0.5075,0.0066,0.0015,Vel'Koz,Swain,Anivia
154
- 48,Ambessa,4,mid,0.4959,0.0069,0.038,Cho'Gath,Corki,Malphite
155
- 49,Azir,4,mid,0.48590000000000005,0.0222,0.003,Annie,Kayle,Neeko
156
- 50,Jayce,4,mid,0.4842,0.0213,0.0067,Naafiri,Brand,Vel'Koz
157
- 51,Brand,4,mid,0.5028,0.0051,0.0026,Garen,Anivia,Irelia
158
- 52,Ziggs,4,mid,0.4899,0.0066,0.0017000000000000001,Brand,Neeko,Garen
159
- 53,Corki,4,mid,0.4808,0.0096,0.0089,Garen,Cho'Gath,Gragas
160
- 54,Smolder,5,mid,0.4278,0.0166,0.0068000000000000005,Neeko,Diana,Kayle
161
- 1,Viktor,1,adc,0.5273,0.022099999999999998,0.044000000000000004,Vayne,Karthus,Yasuo
162
- 2,Nilah,1,adc,0.5359,0.018600000000000002,0.035,Veigar,Hwei,Brand
163
- 3,Jinx,1,adc,0.5055,0.2144,0.0426,Lux,Seraphine,Viktor
164
- 4,Miss Fortune,1,adc,0.5194,0.0662,0.0068000000000000005,Karthus,Seraphine,Yasuo
165
- 5,Ashe,1,adc,0.5045000000000001,0.16219999999999998,0.182,Karthus,Lux,Nilah
166
- 6,Kog'Maw,2,adc,0.5257999999999999,0.0256,0.0172,Karthus,Seraphine,Ziggs
167
- 7,Jhin,2,adc,0.5006,0.1929,0.038,Yasuo,Nilah,Seraphine
168
- 8,Vayne,2,adc,0.5156000000000001,0.0472,0.026099999999999998,Nilah,Veigar,Miss Fortune
169
- 9,Caitlyn,2,adc,0.4954,0.1984,0.2798,Lux,Seraphine,Brand
170
- 10,Corki,2,adc,0.5082,0.0674,0.063,Veigar,Kog'Maw,Seraphine
171
- 11,Karthus,2,adc,0.5359,0.0059,0.0127,Nilah,Hwei,Vayne
172
- 12,Seraphine,2,adc,0.5292,0.0101,0.0022,Veigar,Brand,Karthus
173
- 13,Sivir,2,adc,0.5102,0.049699999999999994,0.009300000000000001,Viktor,Seraphine,Kog'Maw
174
- 14,Draven,2,adc,0.5057,0.062400000000000004,0.2262,Lux,Seraphine,Swain
175
- 15,Lux,2,adc,0.5274,0.009899999999999999,0.0039000000000000003,Karthus,Ziggs,Lucian
176
- 16,Hwei,2,adc,0.5232,0.013500000000000002,0.0128,Viktor,Brand,Sivir
177
- 17,Ezreal,3,adc,0.4907,0.1653,0.0509,Karthus,Nilah,Yasuo
178
- 18,Ziggs,3,adc,0.5165,0.020499999999999997,0.0053,Yasuo,Karthus,Viktor
179
- 19,Xayah,3,adc,0.5086999999999999,0.0398,0.0058,Viktor,Miss Fortune,Kog'Maw
180
- 20,Lucian,3,adc,0.5034000000000001,0.0603,0.0089,Karthus,Brand,Nilah
181
- 21,Yasuo,3,adc,0.519,0.0106,0.0174,Nilah,Karthus,Corki
182
- 22,Brand,4,adc,0.5242,0.0078000000000000005,0.0040999999999999995,Karthus,Lux,Yasuo
183
- 23,Swain,4,adc,0.514,0.0155,0.009300000000000001,Veigar,Vayne,Lux
184
- 24,Kai'Sa,4,adc,0.4892,0.1195,0.017,Karthus,Nilah,Veigar
185
- 25,Tristana,4,adc,0.5049,0.0342,0.0037,Karthus,Yasuo,Corki
186
- 26,Varus,4,adc,0.4951,0.0719,0.0111,Hwei,Ziggs,Karthus
187
- 27,Veigar,4,adc,0.5214,0.0067,0.0013,Karthus,Lux,Ziggs
188
- 28,Smolder,4,adc,0.4941,0.061900000000000004,0.025699999999999997,Brand,Lux,Yasuo
189
- 29,Twitch,4,adc,0.5011,0.0323,0.0141,Karthus,Nilah,Yasuo
190
- 30,Zeri,5,adc,0.4985,0.0285,0.003,Karthus,Brand,Swain
191
- 31,Samira,5,adc,0.49219999999999997,0.034300000000000004,0.052199999999999996,Veigar,Viktor,Nilah
192
- 32,Aphelios,5,adc,0.4851,0.0452,0.0070999999999999995,Brand,Nilah,Yasuo
193
- 33,Kalista,5,adc,0.4828,0.0209,0.0054,Kog'Maw,Brand,Miss Fortune
194
- 1,Lulu,1,support,0.5163,0.1495,0.1777,Fiddlesticks,Tahm Kench,Elise
195
- 2,Nami,1,support,0.5131,0.10339999999999999,0.0101,Fiddlesticks,Elise,Galio
196
- 3,Janna,2,support,0.5168,0.060700000000000004,0.0213,Zoe,Blitzcrank,Sona
197
- 4,Tahm Kench,2,support,0.5175,0.0508,0.06269999999999999,Elise,Janna,Taric
198
- 5,Thresh,2,support,0.5049,0.1288,0.0546,Elise,Taric,Vel'Koz
199
- 6,Poppy,2,support,0.5196999999999999,0.034300000000000004,0.0535,Taric,Elise,Sona
200
- 7,Braum,3,support,0.5111,0.062,0.054400000000000004,Senna,Vel'Koz,Taric
201
- 8,Pyke,3,support,0.5035000000000001,0.0806,0.3077,Elise,Maokai,LeBlanc
202
- 9,Senna,3,support,0.5104,0.0594,0.017,Elise,Vel'Koz,Neeko
203
- 10,Taric,3,support,0.527,0.0174,0.0036,Fiddlesticks,Soraka,Janna
204
- 11,Rell,3,support,0.5133,0.0464,0.0232,Taric,Janna,Poppy
205
- 12,Soraka,3,support,0.5122,0.049100000000000005,0.018600000000000002,Elise,Galio,Sylas
206
- 13,Karma,3,support,0.5018,0.0965,0.0398,Fiddlesticks,Maokai,Pyke
207
- 14,Sona,3,support,0.5184000000000001,0.0263,0.0012,Zac,Elise,Camille
208
- 15,Vel'Koz,3,support,0.5149,0.030600000000000002,0.0064,Camille,Elise,LeBlanc
209
- 16,Bard,3,support,0.5091,0.044199999999999996,0.0060999999999999995,Elise,Fiddlesticks,Tahm Kench
210
- 17,Milio,3,support,0.5046,0.0593,0.0326,Maokai,Tahm Kench,Blitzcrank
211
- 18,Elise,3,support,0.5292,0.0077,0.0086,Galio,Neeko,Pantheon
212
- 19,Maokai,3,support,0.5118,0.027999999999999997,0.0146,Taric,Galio,Elise
213
- 20,Leona,4,support,0.49829999999999997,0.0572,0.0496,Galio,Janna,Taric
214
- 21,Zilean,4,support,0.5074000000000001,0.028900000000000002,0.008100000000000001,Galio,LeBlanc,Sona
215
- 22,Blitzcrank,4,support,0.49560000000000004,0.0604,0.1734,Elise,Taric,Braum
216
- 23,Lux,4,support,0.4925,0.0703,0.0275,Shen,Poppy,LeBlanc
217
- 24,Zyra,4,support,0.5045000000000001,0.030899999999999997,0.0182,Taric,Sylas,Tahm Kench
218
- 25,Xerath,4,support,0.5003,0.039,0.0304,Elise,Shen,Zoe
219
- 26,Rakan,4,support,0.4982,0.046900000000000004,0.0063,Sona,Elise,Janna
220
- 27,Nautilus,4,support,0.48840000000000006,0.0814,0.12380000000000001,Taric,Renata Glasc,Rell
221
- 28,Morgana,4,support,0.4997,0.0353,0.1139,Shaco,Sona,Xerath
222
- 29,Seraphine,4,support,0.4984,0.0374,0.008,Elise,Vel'Koz,Poppy
223
- 30,Yuumi,4,support,0.4888,0.0588,0.07200000000000001,Taric,Rell,Braum
224
- 31,Neeko,4,support,0.5045000000000001,0.0196,0.0063,Fiddlesticks,Camille,Janna
225
- 32,Pantheon,4,support,0.5011,0.019299999999999998,0.0044,Taric,LeBlanc,Braum
226
- 33,Alistar,4,support,0.4918,0.0365,0.0124,Janna,Soraka,Morgana
227
- 34,Renata Glasc,4,support,0.4984,0.0213,0.0037,Vel'Koz,Xerath,Maokai
228
- 35,LeBlanc,5,support,0.5043,0.0095,0.0336,Taric,Galio,Fiddlesticks
229
- 36,Brand,5,support,0.4968,0.0192,0.0098,Galio,Camille,Shaco
230
- 37,Shaco,5,support,0.4976,0.014199999999999999,0.0391,Hwei,Zoe,Lulu
231
- 38,Sylas,5,support,0.4971,0.014199999999999999,0.0134,Poppy,Renata Glasc,Taric
232
- 39,Galio,5,support,0.5039,0.008199999999999999,0.0055000000000000005,Zac,Milio,Janna
233
- 40,Zoe,5,support,0.5001,0.009899999999999999,0.0040999999999999995,Taric,Elise,Poppy
234
- 41,Fiddlesticks,5,support,0.5071,0.0052,0.0028000000000000004,Maokai,Poppy,Brand
235
- 42,Shen,5,support,0.5006,0.0058,0.0007000000000000001,Galio,Taric,Swain
236
- 43,Camille,5,support,0.4991,0.0059,0.0027,Galio,Elise,LeBlanc
237
- 44,Swain,5,support,0.47609999999999997,0.022799999999999997,0.0134,Fiddlesticks,Sona,Vel'Koz
238
- 45,Hwei,5,support,0.48840000000000006,0.0087,0.008,LeBlanc,Zoe,Taric
239
- 46,Zac,5,support,0.4827,0.0054,0.0031,Taric,LeBlanc,Poppy
 
1
  rank,champion,tier,role,win_rate,pick_rate,ban_rate,counter1,counter2,counter3
2
+ 1,Irelia,1,top,0.5189,0.0575,0.0969,Warwick,Volibear,Zac
3
+ 2,Maokai,1,top,0.5158,0.0622,0.0331,Olaf,Mordekaiser,Heimerdinger
4
+ 3,Warwick,1,top,0.5253,0.0302,0.08289999999999999,Cassiopeia,Teemo,Heimerdinger
5
+ 4,Aatrox,1,top,0.5025,0.08529999999999999,0.1024,Cassiopeia,Warwick,Irelia
6
+ 5,Riven,1,top,0.5143,0.052000000000000005,0.0269,Quinn,Maokai,Kennen
7
+ 6,Gragas,1,top,0.5125,0.049,0.0229,Vayne,Cho'Gath,Maokai
8
+ 7,Darius,1,top,0.5056,0.0625,0.1335,Cassiopeia,Teemo,Wukong
9
+ 8,Malphite,1,top,0.5129,0.044199999999999996,0.0617,Maokai,Dr. Mundo,Ornn
10
+ 9,Volibear,2,top,0.5089,0.048799999999999996,0.0338,Quinn,Teemo,Kennen
11
+ 10,Ornn,2,top,0.5124,0.0387,0.005600000000000001,Warwick,Cassiopeia,Dr. Mundo
12
+ 11,Cho'Gath,2,top,0.5184000000000001,0.0287,0.0045000000000000005,Dr. Mundo,Ornn,Irelia
13
+ 12,Mordekaiser,2,top,0.5062,0.048,0.057800000000000004,Cassiopeia,Heimerdinger,Vayne
14
+ 13,Camille,2,top,0.5107,0.0401,0.018799999999999997,Zac,Ryze,Heimerdinger
15
+ 14,Renekton,2,top,0.5002,0.058600000000000006,0.0484,Cassiopeia,Warwick,Teemo
16
+ 15,Tahm Kench,2,top,0.511,0.032799999999999996,0.0412,Wukong,Heimerdinger,Kennen
17
+ 16,Dr. Mundo,2,top,0.5086999999999999,0.0371,0.0196,Udyr,Riven,Warwick
18
+ 17,Teemo,2,top,0.5146999999999999,0.0255,0.033,Cassiopeia,Ryze,Olaf
19
+ 18,Shen,2,top,0.5108,0.031400000000000004,0.0038,Cassiopeia,Teemo,Tryndamere
20
+ 19,Sett,2,top,0.5025,0.0444,0.0089,Zac,Warwick,Volibear
21
+ 20,K'Sante,2,top,0.48950000000000005,0.0702,0.0776,Singed,Kayle,Kennen
22
+ 21,Kayle,2,top,0.5161,0.0218,0.0066,Viktor,Malphite,Cassiopeia
23
+ 22,Fiora,2,top,0.5036999999999999,0.0366,0.0584,Quinn,Ryze,Warwick
24
+ 23,Gnar,2,top,0.499,0.0453,0.0196,Quinn,Malphite,Vladimir
25
+ 24,Poppy,3,top,0.516,0.0181,0.0285,Cassiopeia,Warwick,Olaf
26
+ 25,Ambessa,3,top,0.4867,0.0536,0.2899,Warwick,Camille,Irelia
27
+ 26,Gwen,3,top,0.5068,0.0288,0.024700000000000003,Warwick,Singed,Viktor
28
+ 27,Viktor,3,top,0.4991,0.0174,0.0344,Tryndamere,Kled,Irelia
29
+ 28,Sion,3,top,0.4985,0.0378,0.0048,Dr. Mundo,Gwen,Riven
30
+ 29,Trundle,3,top,0.5141,0.018799999999999997,0.0043,Urgot,Heimerdinger,Warwick
31
+ 30,Urgot,3,top,0.5108,0.0218,0.0036,Cassiopeia,Kayle,Aurora
32
+ 31,Garen,3,top,0.49439999999999995,0.0438,0.0212,Camille,Maokai,Tryndamere
33
+ 32,Vladimir,3,top,0.5084000000000001,0.022400000000000003,0.0183,Cassiopeia,Nasus,Akali
34
+ 33,Singed,3,top,0.5144,0.0177,0.0025,Trundle,Ryze,Udyr
35
+ 34,Jax,3,top,0.48950000000000005,0.049699999999999994,0.07139999999999999,Cassiopeia,Vladimir,Dr. Mundo
36
+ 35,Olaf,3,top,0.5163,0.015300000000000001,0.0096,Vayne,Heimerdinger,Udyr
37
+ 36,Tryndamere,3,top,0.5064,0.0231,0.0134,Warwick,Tahm Kench,Volibear
38
+ 37,Cassiopeia,3,top,0.5294,0.0075,0.0045000000000000005,Udyr,Quinn,Kled
39
+ 38,Yorick,3,top,0.5012,0.0258,0.0264,Warwick,Tryndamere,Gwen
40
+ 39,Kennen,3,top,0.5127,0.015300000000000001,0.0087,Udyr,Galio,Cassiopeia
41
+ 40,Zac,3,top,0.5174,0.011699999999999999,0.0069,Galio,Volibear,Heimerdinger
42
+ 41,Jayce,3,top,0.4825,0.056900000000000006,0.018500000000000003,Quinn,Tahm Kench,Irelia
43
+ 42,Nasus,3,top,0.49920000000000003,0.0271,0.0321,Zac,Ryze,Heimerdinger
44
+ 43,Kled,3,top,0.5122,0.014199999999999999,0.005,Akali,Rumble,Camille
45
+ 44,Gangplank,3,top,0.4939,0.0323,0.011899999999999999,Cho'Gath,Quinn,Kled
46
+ 45,Ryze,3,top,0.517,0.0108,0.0013,Zac,Irelia,Pantheon
47
+ 46,Pantheon,3,top,0.5025999999999999,0.020499999999999997,0.0048,Heimerdinger,Malphite,Maokai
48
+ 47,Wukong,3,top,0.5127,0.0118,0.0051,Cassiopeia,Singed,Ryze
49
+ 48,Yone,3,top,0.47659999999999997,0.055,0.0431,Irelia,Riven,Wukong
50
+ 49,Illaoi,4,top,0.4939,0.0235,0.0509,Heimerdinger,Kayle,Teemo
51
+ 50,Aurora,4,top,0.49340000000000006,0.019,0.041100000000000005,Akali,Irelia,Wukong
52
+ 51,Yasuo,4,top,0.4849,0.023799999999999998,0.0385,Singed,Cassiopeia,Riven
53
+ 52,Heimerdinger,4,top,0.5089,0.0092,0.0044,Ryze,Galio,Cassiopeia
54
+ 53,Quinn,4,top,0.5115999999999999,0.0076,0.0024,Olaf,Maokai,Malphite
55
+ 54,Akali,4,top,0.4926,0.0155,0.019299999999999998,Galio,Poppy,Maokai
56
+ 55,Sylas,4,top,0.4882,0.0159,0.015,Poppy,Urgot,Kled
57
+ 1,Warwick,1,jungle,0.516,0.0548,0.1505,Rek'Sai,Ivern,Nunu & Willump
58
+ 2,Wukong,1,jungle,0.5146000000000001,0.0667,0.0291,Zyra,Ivern,Karthus
59
+ 3,Viego,1,jungle,0.5003,0.1677,0.1343,Rammus,Qiyana,Bel'Veth
60
+ 4,Graves,1,jungle,0.5021,0.1359,0.1909,Gwen,Qiyana,Rammus
61
+ 5,Nocturne,1,jungle,0.512,0.0574,0.0784,Udyr,Gwen,Nunu & Willump
62
+ 6,Kayn,1,jungle,0.5092,0.0735,0.051699999999999996,Kindred,Fiddlesticks,Wukong
63
+ 7,Kha'Zix,1,jungle,0.5081,0.0729,0.0633,Fiddlesticks,Zyra,Shaco
64
+ 8,Nunu & Willump,1,jungle,0.5161,0.0332,0.0069,Qiyana,Pantheon,Bel'Veth
65
+ 9,Shaco,1,jungle,0.5113,0.0466,0.1303,Briar,Nunu & Willump,Karthus
66
+ 10,Lee Sin,1,jungle,0.4965,0.17,0.1139,Shaco,Warwick,Rek'Sai
67
+ 11,Ekko,1,jungle,0.5088,0.054900000000000004,0.0104,Pantheon,Ivern,Rengar
68
+ 12,Elise,2,jungle,0.5047999999999999,0.048799999999999996,0.054900000000000004,Nocturne,Shaco,Qiyana
69
+ 13,Jarvan IV,2,jungle,0.5036999999999999,0.0558,0.014199999999999999,Jax,Gwen,Bel'Veth
70
+ 14,Bel'Veth,2,jungle,0.5112,0.0263,0.0449,Sejuani,Wukong,Ivern
71
+ 15,Xin Zhao,2,jungle,0.5081,0.0359,0.0053,Pantheon,Jax,Gwen
72
+ 16,Skarner,2,jungle,0.5058,0.0392,0.0882,Lillia,Udyr,Gwen
73
+ 17,Hecarim,2,jungle,0.5042,0.046799999999999994,0.0329,Ivern,Volibear,Udyr
74
+ 18,Udyr,2,jungle,0.5111,0.0235,0.024399999999999998,Qiyana,Briar,Ekko
75
+ 19,Fiddlesticks,2,jungle,0.5108,0.0246,0.0137,Nunu & Willump,Rammus,Shaco
76
+ 20,Diana,2,jungle,0.5033,0.0466,0.0139,Dr. Mundo,Warwick,Briar
77
+ 21,Briar,2,jungle,0.5089,0.0259,0.0253,Pantheon,Jax,Teemo
78
+ 22,Rek'Sai,2,jungle,0.514,0.0159,0.006500000000000001,Dr. Mundo,Karthus,Volibear
79
+ 23,Master Yi,2,jungle,0.5025999999999999,0.0452,0.0703,Shaco,Elise,Warwick
80
+ 24,Karthus,2,jungle,0.5061,0.028399999999999998,0.0596,Shyvana,Volibear,Ivern
81
+ 25,Vi,3,jungle,0.49560000000000004,0.0646,0.0171,Rek'Sai,Dr. Mundo,Wukong
82
+ 26,Kindred,3,jungle,0.5005,0.0392,0.029500000000000002,Ivern,Qiyana,Rek'Sai
83
+ 27,Ivern,3,jungle,0.5115,0.0131,0.0051,Rek'Sai,Nunu & Willump,Amumu
84
+ 28,Talon,3,jungle,0.5051,0.0217,0.0067,Bel'Veth,Pantheon,Rengar
85
+ 29,Gwen,3,jungle,0.5105,0.0116,0.009899999999999999,Bel'Veth,Master Yi,Qiyana
86
+ 30,Volibear,3,jungle,0.5039,0.0197,0.013600000000000001,Jax,Ivern,Pantheon
87
+ 31,Rammus,3,jungle,0.5075999999999999,0.0139,0.028300000000000002,Pantheon,Lillia,Dr. Mundo
88
+ 32,Zyra,3,jungle,0.5058,0.015,0.009000000000000001,Gwen,Karthus,Evelynn
89
+ 33,Amumu,3,jungle,0.49979999999999997,0.0273,0.015300000000000001,Zed,Pantheon,Karthus
90
+ 34,Evelynn,3,jungle,0.501,0.0218,0.033,Taliyah,Briar,Bel'Veth
91
+ 35,Taliyah,3,jungle,0.5036999999999999,0.016200000000000003,0.0045000000000000005,Dr. Mundo,Zed,Qiyana
92
+ 36,Nidalee,3,jungle,0.4929,0.044800000000000006,0.0321,Rammus,Briar,Nocturne
93
+ 37,Zac,3,jungle,0.4946,0.0347,0.0206,Ivern,Qiyana,Taliyah
94
+ 38,Shyvana,3,jungle,0.5036,0.0149,0.003,Nunu & Willump,Bel'Veth,Udyr
95
+ 39,Lillia,3,jungle,0.495,0.033,0.0325,Qiyana,Talon,Briar
96
+ 40,Zed,3,jungle,0.5005,0.0143,0.0305,Xin Zhao,Dr. Mundo,Master Yi
97
+ 41,Rengar,3,jungle,0.49229999999999996,0.0316,0.0483,Rammus,Gwen,Briar
98
+ 42,Pantheon,3,jungle,0.5058,0.0072,0.0017000000000000001,Dr. Mundo,Lillia,Wukong
99
+ 43,Qiyana,4,jungle,0.5052,0.0063,0.0015,Volibear,Shaco,Skarner
100
+ 44,Poppy,4,jungle,0.4961,0.0088,0.0139,Rammus,Warwick,Pantheon
101
+ 45,Gragas,4,jungle,0.4843,0.0288,0.013500000000000002,Nocturne,Dr. Mundo,Skarner
102
+ 46,Sejuani,4,jungle,0.484,0.0248,0.0029,Dr. Mundo,Qiyana,Rek'Sai
103
+ 47,Jax,4,jungle,0.496,0.005600000000000001,0.008100000000000001,Amumu,Gragas,Udyr
104
+ 48,Dr. Mundo,4,jungle,0.4964,0.0051,0.0027,Qiyana,Gwen,Ivern
105
+ 49,Teemo,4,jungle,0.4879,0.011000000000000001,0.0143,Qiyana,Zyra,Gwen
106
+ 50,Ambessa,5,jungle,0.4382,0.0095,0.051500000000000004,Rammus,Qiyana,Kindred
107
+ 1,Viktor,1,mid,0.5055,0.1801,0.35840000000000005,Akali,Ekko,Xerath
108
+ 2,Vex,1,mid,0.5251,0.0338,0.0525,Cho'Gath,Annie,Vel'Koz
109
+ 3,Ahri,1,mid,0.5085999999999999,0.09699999999999999,0.041299999999999996,Cassiopeia,Akshan,Cho'Gath
110
+ 4,Sylas,2,mid,0.5,0.10300000000000001,0.09820000000000001,Taliyah,Garen,Vex
111
+ 5,Galio,2,mid,0.5099,0.0525,0.0364,Garen,Cho'Gath,Swain
112
+ 6,Irelia,2,mid,0.5122,0.0374,0.0635,Vex,Malphite,Taliyah
113
+ 7,Anivia,2,mid,0.5216,0.0217,0.0147,Garen,Neeko,Gragas
114
+ 8,Akali,2,mid,0.5031,0.0719,0.09,Twisted Fate,Taliyah,Akshan
115
+ 9,Katarina,2,mid,0.5039,0.061799999999999994,0.0669,Kayle,Malphite,Cho'Gath
116
+ 10,Lux,2,mid,0.509,0.039599999999999996,0.015700000000000002,Naafiri,Aurelion Sol,Vel'Koz
117
  11,Taliyah,2,mid,0.5206000000000001,0.0177,0.0049,Annie,Kayle,Fizz
118
+ 12,Hwei,2,mid,0.5027,0.0588,0.0553,Katarina,Talon,Fizz
119
+ 13,Syndra,2,mid,0.5011,0.060899999999999996,0.0379,Ekko,Cho'Gath,Katarina
120
+ 14,Aurora,2,mid,0.5017,0.051699999999999996,0.1125,Vex,Vel'Koz,Qiyana
121
+ 15,Talon,2,mid,0.511,0.0288,0.009000000000000001,Malphite,Cho'Gath,Garen
122
+ 16,Lissandra,2,mid,0.5099,0.0316,0.014499999999999999,Cho'Gath,Garen,Vel'Koz
123
+ 17,Akshan,2,mid,0.5136999999999999,0.023,0.0208,Kayle,Annie,Anivia
124
+ 18,Malzahar,2,mid,0.507,0.037000000000000005,0.0362,Kayle,Garen,Malphite
125
+ 19,Qiyana,2,mid,0.5135000000000001,0.022000000000000002,0.0054,Neeko,Garen,Vel'Koz
126
+ 20,Veigar,2,mid,0.5096,0.0286,0.005699999999999999,Cassiopeia,Xerath,Naafiri
127
+ 21,Ekko,2,mid,0.5075999999999999,0.030899999999999997,0.0058,Garen,Qiyana,Kassadin
128
+ 22,Cassiopeia,2,mid,0.5168,0.015700000000000002,0.0096,Neeko,Taliyah,Talon
129
+ 23,Xerath,2,mid,0.5064,0.032,0.0253,Garen,Naafiri,Cho'Gath
130
+ 24,Vel'Koz,2,mid,0.5184000000000001,0.013300000000000001,0.0028000000000000004,Ziggs,Naafiri,Kayle
131
+ 25,Yasuo,2,mid,0.4921,0.07719999999999999,0.1259,Annie,Taliyah,Vex
132
+ 26,Diana,2,mid,0.509,0.0248,0.0074,Pantheon,Neeko,Brand
133
+ 27,Ryze,2,mid,0.5079,0.0271,0.0033,Cassiopeia,Neeko,Taliyah
134
+ 28,Zoe,2,mid,0.5088,0.0241,0.0102,Naafiri,Cho'Gath,Garen
135
+ 29,Zed,2,mid,0.4943,0.0593,0.1272,Cho'Gath,Kayle,Akshan
136
+ 30,Kassadin,2,mid,0.5065999999999999,0.0265,0.0311,Brand,Naafiri,Cho'Gath
137
+ 31,Garen,3,mid,0.5256000000000001,0.0054,0.0026,Annie,Ryze,Aurelion Sol
138
+ 32,Vladimir,3,mid,0.5012,0.0327,0.0269,Anivia,Cho'Gath,Vel'Koz
139
+ 33,Aurelion Sol,3,mid,0.5082,0.019799999999999998,0.0070999999999999995,Zed,Qiyana,Vel'Koz
140
+ 34,Fizz,3,mid,0.5024000000000001,0.0297,0.0335,Akali,Garen,Akshan
141
+ 35,Naafiri,3,mid,0.5152,0.0101,0.0040999999999999995,Cho'Gath,Neeko,Irelia
142
+ 36,Neeko,3,mid,0.5203,0.0063,0.002,Lissandra,Taliyah,Vladimir
143
+ 37,Annie,3,mid,0.5133,0.0102,0.0016,Neeko,Gragas,Ekko
144
+ 38,Orianna,3,mid,0.4936,0.0429,0.0079,Garen,Ziggs,Cho'Gath
145
+ 39,Twisted Fate,3,mid,0.49939999999999996,0.026600000000000002,0.0023,Diana,Naafiri,Neeko
146
+ 40,Gragas,3,mid,0.5111,0.0102,0.0048,Cho'Gath,Vel'Koz,Cassiopeia
147
+ 41,Yone,3,mid,0.48219999999999996,0.0745,0.0587,Vex,Akshan,Cho'Gath
148
+ 42,Cho'Gath,3,mid,0.5191,0.0052,0.0008,Neeko,Ziggs,Qiyana
149
+ 43,LeBlanc,3,mid,0.48719999999999997,0.0483,0.17350000000000002,Garen,Naafiri,Pantheon
150
+ 44,Malphite,3,mid,0.5108,0.0077,0.0108,Cassiopeia,Lissandra,Ryze
151
+ 45,Kayle,3,mid,0.5139,0.006500000000000001,0.002,Neeko,Annie,Corki
152
+ 46,Swain,3,mid,0.4965,0.0176,0.0104,Kayle,Cassiopeia,Garen
153
+ 47,Pantheon,4,mid,0.506,0.0066,0.0015,Vel'Koz,Swain,Anivia
154
+ 48,Ambessa,4,mid,0.4959,0.0069,0.037599999999999995,Cho'Gath,Corki,Taliyah
155
+ 49,Azir,4,mid,0.48619999999999997,0.022099999999999998,0.003,Neeko,Annie,Kayle
156
+ 50,Jayce,4,mid,0.484,0.0212,0.0069,Naafiri,Vel'Koz,Brand
157
+ 51,Brand,4,mid,0.5027,0.0051,0.0026,Garen,Neeko,Anivia
158
+ 52,Ziggs,4,mid,0.4903,0.0066,0.0017000000000000001,Brand,Garen,Neeko
159
+ 53,Corki,4,mid,0.48210000000000003,0.0096,0.0087,Garen,Malphite,Gragas
160
+ 54,Smolder,5,mid,0.4267,0.0165,0.0067,Neeko,Diana,Kayle
161
+ 1,Viktor,1,adc,0.5268,0.0223,0.0447,Karthus,Vayne,Yasuo
162
+ 2,Nilah,1,adc,0.5364,0.018600000000000002,0.0351,Veigar,Hwei,Brand
163
+ 3,Jinx,1,adc,0.5058,0.21359999999999998,0.042699999999999995,Seraphine,Lux,Viktor
164
+ 4,Miss Fortune,1,adc,0.5196999999999999,0.0673,0.0072,Karthus,Seraphine,Yasuo
165
+ 5,Ashe,1,adc,0.5047,0.1618,0.1822,Karthus,Lux,Nilah
166
+ 6,Kog'Maw,2,adc,0.526,0.0255,0.0169,Karthus,Seraphine,Yasuo
167
+ 7,Jhin,2,adc,0.5004,0.19269999999999998,0.0378,Nilah,Yasuo,Seraphine
168
+ 8,Caitlyn,2,adc,0.4955,0.1973,0.2792,Lux,Brand,Ziggs
169
+ 9,Vayne,2,adc,0.5154,0.0472,0.0262,Veigar,Nilah,Tristana
170
+ 10,Corki,2,adc,0.5082,0.0673,0.061900000000000004,Veigar,Kog'Maw,Seraphine
171
+ 11,Karthus,2,adc,0.535,0.0059,0.0127,Nilah,Hwei,Vayne
172
+ 12,Seraphine,2,adc,0.529,0.0101,0.0022,Karthus,Brand,Lux
173
+ 13,Lux,2,adc,0.5281,0.01,0.004,Karthus,Yasuo,Ziggs
174
+ 14,Sivir,2,adc,0.5099,0.0495,0.009300000000000001,Viktor,Seraphine,Kog'Maw
175
+ 15,Draven,2,adc,0.5054,0.0625,0.2267,Lux,Seraphine,Swain
176
+ 16,Hwei,2,adc,0.5235,0.013600000000000001,0.0129,Viktor,Brand,Seraphine
177
+ 17,Ezreal,3,adc,0.49060000000000004,0.1655,0.051100000000000007,Karthus,Nilah,Yasuo
178
+ 18,Lucian,3,adc,0.5035000000000001,0.0605,0.0088,Karthus,Brand,Nilah
179
+ 19,Ziggs,3,adc,0.5164,0.020499999999999997,0.0053,Yasuo,Viktor,Vayne
180
+ 20,Xayah,3,adc,0.5085999999999999,0.0397,0.0058,Viktor,Miss Fortune,Hwei
181
+ 21,Yasuo,3,adc,0.5211,0.010700000000000001,0.0176,Nilah,Karthus,Swain
182
+ 22,Brand,4,adc,0.5232,0.0079,0.0040999999999999995,Karthus,Yasuo,Lux
183
+ 23,Tristana,4,adc,0.5056,0.034300000000000004,0.0037,Yasuo,Karthus,Corki
184
+ 24,Swain,4,adc,0.5143,0.0154,0.0092,Veigar,Vayne,Hwei
185
+ 25,Kai'Sa,4,adc,0.489,0.1199,0.017,Karthus,Nilah,Yasuo
186
+ 26,Varus,4,adc,0.4955,0.07200000000000001,0.011200000000000002,Hwei,Ziggs,Karthus
187
+ 27,Veigar,4,adc,0.5212,0.0067,0.0013,Lux,Kog'Maw,Karthus
188
+ 28,Smolder,4,adc,0.4939,0.061500000000000006,0.0254,Lux,Yasuo,Brand
189
+ 29,Twitch,4,adc,0.5015999999999999,0.0325,0.0141,Karthus,Nilah,Yasuo
190
+ 30,Zeri,5,adc,0.4984,0.0286,0.003,Karthus,Swain,Brand
191
+ 31,Samira,5,adc,0.4924,0.0344,0.0521,Veigar,Viktor,Nilah
192
+ 32,Aphelios,5,adc,0.4853,0.0453,0.0070999999999999995,Brand,Nilah,Yasuo
193
+ 33,Kalista,5,adc,0.4828,0.0208,0.0053,Kog'Maw,Nilah,Brand
194
+ 1,Lulu,1,support,0.5167,0.15,0.1791,Fiddlesticks,Tahm Kench,Elise
195
+ 2,Nami,1,support,0.5131,0.10369999999999999,0.0101,Fiddlesticks,Elise,Galio
196
+ 3,Tahm Kench,2,support,0.5184000000000001,0.0508,0.0632,Janna,Elise,Taric
197
+ 4,Janna,2,support,0.5172,0.060700000000000004,0.021400000000000002,Zoe,Blitzcrank,Sona
198
+ 5,Thresh,2,support,0.5049,0.1286,0.0546,Taric,Elise,Zyra
199
+ 6,Poppy,2,support,0.52,0.034300000000000004,0.0535,Taric,Sona,Vel'Koz
200
+ 7,Braum,3,support,0.5107,0.0617,0.0545,Senna,Vel'Koz,Elise
201
+ 8,Senna,3,support,0.5108,0.0593,0.0169,Elise,Vel'Koz,Pyke
202
+ 9,Pyke,3,support,0.5035000000000001,0.08039999999999999,0.3079,Elise,Maokai,Poppy
203
+ 10,Rell,3,support,0.5133,0.04650000000000001,0.0233,Taric,Poppy,Janna
204
+ 11,Soraka,3,support,0.5121,0.049100000000000005,0.0187,Elise,Galio,Sylas
205
+ 12,Taric,3,support,0.5263,0.0174,0.0036,Fiddlesticks,Soraka,Janna
206
+ 13,Karma,3,support,0.5015999999999999,0.0965,0.039900000000000005,Maokai,Fiddlesticks,Pyke
207
+ 14,Sona,3,support,0.518,0.0263,0.0012,Elise,Zac,Camille
208
+ 15,Vel'Koz,3,support,0.5147999999999999,0.030600000000000002,0.0063,Camille,Elise,LeBlanc
209
+ 16,Milio,3,support,0.5049,0.0594,0.0327,Maokai,Elise,Tahm Kench
210
+ 17,Bard,3,support,0.509,0.0441,0.0060999999999999995,Elise,Tahm Kench,Fiddlesticks
211
+ 18,Elise,3,support,0.5295000000000001,0.0083,0.0092,Shen,Pantheon,Galio
212
+ 19,Maokai,3,support,0.512,0.027999999999999997,0.0147,Taric,Elise,Galio
213
+ 20,Leona,4,support,0.49829999999999997,0.0572,0.0496,Janna,Galio,Taric
214
+ 21,Blitzcrank,4,support,0.4961,0.0602,0.17309999999999998,Elise,Taric,Braum
215
+ 22,Zilean,4,support,0.5075999999999999,0.028900000000000002,0.008199999999999999,Galio,Sona,LeBlanc
216
+ 23,Zyra,4,support,0.5049,0.030899999999999997,0.0183,Taric,Tahm Kench,Sylas
217
+ 24,Lux,4,support,0.4925,0.0703,0.0274,Poppy,Shen,LeBlanc
218
+ 25,Xerath,4,support,0.5001,0.039,0.030299999999999997,Elise,Shen,Zoe
219
+ 26,Rakan,4,support,0.498,0.046799999999999994,0.0062,Elise,Poppy,Janna
220
+ 27,Nautilus,4,support,0.4885,0.0814,0.12390000000000001,Taric,Renata Glasc,Rell
221
+ 28,Morgana,4,support,0.4997,0.0352,0.11380000000000001,Shaco,Sona,Xerath
222
+ 29,Seraphine,4,support,0.49829999999999997,0.0374,0.008,Elise,Vel'Koz,Poppy
223
+ 30,Yuumi,4,support,0.48869999999999997,0.0591,0.0725,Taric,Rell,Braum
224
+ 31,Neeko,4,support,0.5046,0.0196,0.0063,Fiddlesticks,Camille,Poppy
225
+ 32,Alistar,4,support,0.4927,0.0364,0.0125,Janna,Soraka,Morgana
226
+ 33,Pantheon,4,support,0.5012,0.019299999999999998,0.0044,Taric,LeBlanc,Janna
227
+ 34,Renata Glasc,4,support,0.499,0.021099999999999997,0.0037,Vel'Koz,Hwei,Xerath
228
+ 35,LeBlanc,5,support,0.5038,0.0095,0.0336,Taric,Galio,Poppy
229
+ 36,Brand,5,support,0.4972,0.0192,0.0098,Galio,Camille,Shaco
230
+ 37,Shaco,5,support,0.49770000000000003,0.014199999999999999,0.0392,Hwei,Zoe,Lulu
231
+ 38,Sylas,5,support,0.49689999999999995,0.014199999999999999,0.013300000000000001,Poppy,Renata Glasc,Camille
232
+ 39,Galio,5,support,0.5029,0.008100000000000001,0.0055000000000000005,Milio,Janna,Neeko
233
+ 40,Zoe,5,support,0.5002,0.009899999999999999,0.0040999999999999995,Taric,Elise,Maokai
234
+ 41,Fiddlesticks,5,support,0.5067,0.0052,0.0029,Poppy,Maokai,Renata Glasc
235
+ 42,Shen,5,support,0.5009,0.0059,0.0007000000000000001,Galio,Taric,Swain
236
+ 43,Camille,5,support,0.49950000000000006,0.0058,0.0027,LeBlanc,Galio,Elise
237
+ 44,Swain,5,support,0.47590000000000005,0.0226,0.0132,Fiddlesticks,Sona,Brand
238
+ 45,Hwei,5,support,0.4879,0.0086,0.008,LeBlanc,Zoe,Elise
239
+ 46,Zac,5,support,0.4816,0.0053,0.0031,Taric,LeBlanc,Poppy
util/data/player_stats_merged_2025-01-09.csv ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ player_id,region,date,champion,level,team,result,match_length_mins,kill,death,assist,kda_ratio,kill_participation,laning,cs,cs_per_min,avg_tier,teammates1,team_champ1,teammates2,team_champ2,teammates3,team_champ3,teammates4,team_champ4,oppmates1,opp_champ1,oppmates2,opp_champ2,oppmates3,opp_champ3,oppmates4,opp_champ4,oppmates5,opp_champ5,total_games,wins,losses,win_rate,avg_kills,avg_deaths,avg_assists,kda_ratio_profile,kill_participation_profile,most_champ_1,WR_1,W_1,L_1,KDA_1,most_champ_2,WR_2,W_2,L_2,KDA_2,most_champ_3,WR_3,W_3,L_3,KDA_3,TOP,JUNGLE,MID,ADC,SUPPORT,most_role_1,most_role_2,most_role_1_value,most_role_2_value,season_champ_1,cs_ssn_1,cpm_ssn_1,kda_ssn_1,k_ssn_1,d_ssn_1,a_ssn_1,wr_ssn_1,games_ssn_1,season_champ_2,cs_ssn_2,cpm_ssn_2,kda_ssn_2,k_ssn_2,d_ssn_2,a_ssn_2,wr_ssn_2,games_ssn_2,season_champ_3,cs_ssn_3,cpm_ssn_3,kda_ssn_3,k_ssn_3,d_ssn_3,a_ssn_3,wr_ssn_3,games_ssn_3,season_champ_4,cs_ssn_4,cpm_ssn_4,kda_ssn_4,k_ssn_4,d_ssn_4,a_ssn_4,wr_ssn_4,games_ssn_4,season_champ_5,cs_ssn_5,cpm_ssn_5,kda_ssn_5,k_ssn_5,d_ssn_5,a_ssn_5,wr_ssn_5,games_ssn_5,season_champ_6,cs_ssn_6,cpm_ssn_6,kda_ssn_6,k_ssn_6,d_ssn_6,a_ssn_6,wr_ssn_6,games_ssn_6,season_champ_7,cs_ssn_7,cpm_ssn_7,kda_ssn_7,k_ssn_7,d_ssn_7,a_ssn_7,wr_ssn_7,games_ssn_7,7d_champ_1,7d_total_1,7d_W_1,7d_L_1,7d_WR_1,7d_champ_2,7d_total_2,7d_W_2,7d_L_2,7d_WR_2,7d_champ_3,7d_total_3,7d_W_3,7d_L_3,7d_WR_3,mastery_champ_1,m_lv_1,mastery_champ_2,m_lv_2,mastery_champ_3,m_lv_3,mastery_champ_4,m_lv_4,mastery_champ_5,m_lv_5,mastery_champ_6,m_lv_6,mastery_champ_7,m_lv_7,mastery_champ_8,m_lv_8,mastery_champ_9,m_lv_9,mastery_champ_10,m_lv_10,mastery_champ_11,m_lv_11,mastery_champ_12,m_lv_12,mastery_champ_13,m_lv_13,mastery_champ_14,m_lv_14,mastery_champ_15,m_lv_15,mastery_champ_16,m_lv_16
2
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 6:25 PM",Jarvan IV,16,blue,1,26.68,9,2,19,14.00,0.67,1.08,183,6.9,2,skygge kriger #EUV,Rumble,성진우 #789,Vladimir,JEZUUU #0814,Yasuo,Papadodi #1010,Lulu,the inescapable #EUW,Maokai,edge of night #999,Kindred,Macaquiño #GAP,LeBlanc,Wanna be a pro #03120,Corki,Walid Georgey #EUW,Rell,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
3
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 5:48 PM",Wukong,16,red,1,28.68,3,5,11,2.80,0.47,1.33,220,7.7,2,S8DiamondDog #EUW,Yasuo,Owen Mcdade #BLACK,Fiora,AllYouHadToDoWas #Stay,Karthus,Depressed Loser #ff15,LeBlanc,Drali #Drali,K'Sante,Kiki #COYG,Viego,222 #EUW3,Syndra,JEZUUU #0814,Xayah,grisha turbina #ADHD,Sona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
4
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 5:10 PM",Wukong,12,blue,0,20.65,6,4,2,2.00,0.57,0.89,153,7.4,2,Novachrono #Back,Cho'Gath,2025 #favo,Gragas,Jeyrus #Jey,Corki,Papadodi #1010,Lulu,S8DiamondDog #EUW,Dr. Mundo,Thomas Shelby #SOLOQ,Vi,222 #EUW3,Ekko,JEZUUU #0814,Caitlyn,Pablo #boda,Bard,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
5
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 4:30 PM",Elise,15,blue,1,24.22,10,3,6,5.33,0.62,1.08,194,8.0,2,SatØrius #EUW,Rumble,AbbedaggÆ #EUW,Jayce,Kite Machine #EUW,Jhin,Vento #TAIF,Bard,KOI Spooder #1352,K'Sante,NazgulsBlade #LOTR,Skarner,TwitchTVxKenzuke #EUW,Aurora,Unkn0wn #EUW11,Ezreal,Paolocannone #EUW,Karma,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
6
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 1:34 AM",Wukong,14,blue,0,26.37,7,10,4,1.10,0.65,0.89,169,6.4,2,Vandett0 #ETABL,Teemo,Grunge #010,Yone,222 #EUW3,Ekko,Crixus #ARENA,Leona,SenSen #EUWFR,Nidalee,AllYouHadToDoWas #Stay,Karthus,SRTSS #EUW,Corki,Keduii #GOAT,Caitlyn,Sergeant Sona #KJP,Sona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
7
+ Agurin-EUW,euw,"Sun, Jan 5, 2025 12:48 AM",Wukong,17,blue,1,31.83,4,3,4,2.67,0.33,1.13,267,8.4,2,Bobsik #EUW,Camille,SRTSS #EUW,LeBlanc,PsychoZedPlayer #EUW,Hwei,mein herz #197,Janna,Patrick Jane #Tea,Vladimir,Seonsu #Noula,Viego,Odysseus #131,Taliyah,Keduii #GOAT,Ezreal,Crixus #ARENA,Zilean,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
8
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 11:56 PM",Wukong,16,red,1,25.28,7,2,7,7.00,0.61,0.89,208,8.2,2,Szygenda #EUW,Aurora,Dr Orange #Caps,Galio,J1HUIV #000,Kalista,ttveminencjasupp #kick,Renata Glasc,Patrick Jane #Tea,Vladimir,Thors Snoresson #3327,Graves,222 #EUW3,Syndra,LeonardoDiCassio #EUW,Caitlyn,Maynter #EUW,Nautilus,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
9
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 10:39 PM",Wukong,13,red,1,21.02,5,1,5,10.00,0.56,1.44,147,7.0,2,Desperate Nasus #EUW,Kayle,Yoo Jonghyuk333 #EUW,Aurora,LeonardoDiCassio #EUW,Viktor,Canam #123,Nami,Makkro #EUW,Ornn,Kiki #COYG,Skarner,SRTSS #EUW,Yone,avarice61 #EUW,Kog'Maw,Sergeant Sona #KJP,Seraphine,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
10
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 10:04 PM",Elise,17,blue,1,25.4,15,3,6,7.00,0.53,1.56,225,8.9,2,choilot #LOT,Gnar,a winds rhythm #Aang,Yasuo,Boring Cycle #Abner,Swain,ataraxia #7z7,Bard,Riihonen #EUW,Vladimir,AkaManto #LGM,Hecarim,SRTSS #EUW,Yone,Keduii #GOAT,Ashe,Peak Level #123,Zac,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
11
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 9:01 PM",Wukong,13,blue,0,27.2,6,11,5,1.00,0.58,0.82,159,5.8,2,Ronaldo Nazário #12345,Irelia,TATA #HOPE,Galio,chöego #EUW,Corki,Sergeant Sona #KJP,Sona,drunkenztain #EUW,Fiddlesticks,Foutriquet #EUW,Jarvan IV,silkysmath #6206,Syndra,Kushala Daora #MHVV,Caitlyn,darkchri99 #EUW,Lux,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
12
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 8:23 PM",Elise,12,red,0,24.83,1,6,2,0.50,0.2,0.92,163,6.6,2,Bent246 #Bent,Akshan,c0cky movement #tukan,Irelia,fjgyqwjsaqxca #LUDER,Jinx,gummyjuiceULTRA #11cmP,Pyke,أستولفو بن لادن #UwU,Singed,bluerzor #grind,Wukong,나프켈라 #BOAT,Akali,e7c3c0fd cee3 4399 877b baf89c9f6f46 #EUW,Jhin,Sergeant Sona #KJP,Sona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
13
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 7:42 PM",Wukong,14,blue,1,21.82,5,2,8,6.50,0.39,1.0,174,8.0,2,skygge kriger #EUV,Aatrox,bvffi #meow,Corki,Kushala Daora #MHVV,Hwei,Zoo port #LOL,Zoe,c0cky movement #tukan,Yone,noname #gromp,Taliyah,e7c3c0fd cee3 4399 877b baf89c9f6f46 #EUW,Cho'Gath,twtv exofeng #IWNL,Draven,Sergeant Sona #KJP,Rakan,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
14
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 7:13 PM",Wukong,14,red,0,24.2,3,6,7,1.67,0.53,0.28,172,7.1,2,DREILIX #000,Jayce,Bobsbag #EUW,Gragas,Rafitta #EUW,Corki,eXoValdo #EUW,Brand,e7c3c0fd cee3 4399 877b baf89c9f6f46 #EUW,Sion,wοkeupIikethis #EUW,Viego,Eternal Blizzard #carot,Hwei,PAKO ETERNAL #EUW,Ezreal,Sergeant Sona #KJP,Sona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
15
+ Agurin-EUW,euw,"Sat, Jan 4, 2025 12:41 AM",Wukong,17,blue,1,34.25,5,11,18,2.09,0.51,0.67,194,5.7,2,batubabaHOPPALA #HOPPA,Riven,Fool Night #Ivy,Veigar,Sintemon #gumo,Ashe,ScoobaTroopah #10000,Blitzcrank,Pablo #boda,Aurora,TWTV DETDERT #12MAJ,Graves,J1HUIV #000,Karma,Mandaryñ #EUW,Corki,erdt #EUW,Leona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
16
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 11:54 PM",Wukong,15,red,1,23.03,7,3,5,4.00,0.48,1.56,197,8.6,2,Fool Night #Ivy,Aurora,Dr Orange #Caps,Sylas,Sintemon #gumo,Ashe,ScoobaTroopah #10000,Blitzcrank,modernillo #moder,Ambessa,Eternal Blizzard #carot,Viego,J1HUIV #000,Karma,Beanovich #bean,Varus,niudefuwuqi2007 #8085,Braum,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
17
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 11:23 PM",Jarvan IV,17,blue,1,31.22,1,4,20,5.25,0.54,0.67,217,7.0,2,Vertigo #4810,Ambessa,LëFacteur Chance #EUW,Akali,Chrisberg #6103,Corki,raikooooo #EUW,Blitzcrank,modernillo #moder,Gragas,mikusik998 #gaz,Bel'Veth,Imma touch you #131,Hwei,Beanovich #bean,Kalista,Jordæn #EUW,Pantheon,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
18
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 10:40 PM",Elise,16,red,1,29.27,6,3,18,8.00,0.71,1.27,197,6.7,2,blueskies777 #EUW,Renekton,Return to dust #Dust,Viktor,Beanovich #bean,Jinx,twojstary2komary #win,Rakan,나프켈라 #BOAT,Jax,bluerzor #grind,Skarner,LëFacteur Chance #EUW,Akali,Dr Mango #Hans,Kalista,Sergeant Sona #KJP,Lulu,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
19
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 9:59 PM",Wukong,15,red,1,23.2,10,3,4,4.67,0.54,1.38,203,8.8,2,yuqi #golem,Galio,Mein Königreich #917n3,Sylas,batubabaHOPPALA #HOPPA,Varus,MORG3NSHTERN #EUW,Rakan,KOI Spooder #1352,Rumble,mikusik998 #gaz,Bel'Veth,RKR #123,Viktor,supershy #jblss,Ashe,Drututts Lisp #EUW,Gragas,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
20
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 9:13 PM",Elise,16,red,1,28.07,8,2,12,10.00,0.51,0.75,207,7.4,1,washed úp #EUW,Gwen,SMRADOCH RANDOM #EUW,Ziggs,RKR #123,Ashe,Frank Castle #2610,Blitzcrank,Shourdy #EUW,K'Sante,Purple Place #Moe,Rengar,WORLDS2025 #AIS,Irelia,Odysseus #131,Taliyah,Sergeant Sona #KJP,Sona,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
21
+ Agurin-EUW,euw,"Fri, Jan 3, 2025 8:38 PM",Wukong,12,red,0,21.68,3,5,7,2.00,0.48,0.67,141,6.5,2,e7c3c0fd cee3 4399 877b baf89c9f6f46 #EUW,Volibear,wymówkomat #escik,Ahri,Percy Magic #1234,Kalista,cross the edge #fear,Nautilus,ΑrchΦiend #666,Aatrox,Razørk Activoo #razzz,Xin Zhao,yebit #haha,Taliyah,RKR #123,Ashe,Shourdy #EUW,Sylas,20,14,6,0.7,6.1,4.5,8.5,3.24,0.53,Wukong,0.62,8,5,2.39,Elise,0.8,4,1,4.94,Jarvan IV,1.0,2,0,8.17,0.0,1.0,0.0,0.0,0.0,JUNGLE,MID,1.0,0.0,Wukong,198,7.2,2.99,6.2,4.6,7.6,0.61,193,Elise,195.4,7.2,3.1,6.7,4.5,7.2,0.58,138,Neeko,205.5,7.7,3.26,6.5,4.1,6.9,0.49,82,Jarvan IV,196.2,7,3.94,5.8,4.6,12.4,0.55,65,Karma,165.5,6.6,1.92,2.9,5.5,7.7,0.55,60,Kha'Zix,213.1,7.8,2.35,5.4,5.2,6.8,0.45,42,Nocturne,194.1,7.6,2.86,4.9,4.4,7.5,0.53,34,Wukong,27,18,9,0.67,Jarvan IV,9,6,3,0.67,Elise,8,5,3,0.63,Elise,170,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,28,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
util/data/weekly_meta_stats.csv CHANGED
@@ -1,170 +1,170 @@
1
  rank,champion,games,KDA,WR,pick,ban,cs,gold
2
- 1,Viego,760,3.17,52.63,27.68,2.24,178.06,11606
3
- 2,Viktor,750,2.41,49.47,27.32,38.61,207.51,11291
4
- 3,Corki,593,2.53,52.61,2.16,12.27,213.81,11783
5
- 4,Ezreal,559,2.67,50.63,20.36,8.01,200.67,11262
6
- 5,Lee Sin,532,3.46,54.14,19.38,10.05,164.78,11453
7
- 6,Jhin,507,3.28,53.65,18.47,1.17,200.76,12199
8
- 7,Jayce,504,2.05,48.81,18.36,4.39,196.81,11154
9
- 8,Yone,485,1.95,48.66,17.67,4.53,214.17,11573
10
- 9,Sylas,469,2.4,50.75,17.08,8.61,158.36,10355
11
- 10,K'Sante,468,2.52,53.21,17.05,12.67,184.34,10361
12
- 11,Ambessa,462,2.14,4.87,16.83,30.54,185,10813
13
- 12,Aurora,445,2.66,47.64,16.21,24.95,194.38,11137
14
- 13,Irelia,411,1.64,49.88,14.97,12.86,219.41,12287
15
- 14,Ashe,406,2.49,47.29,14.79,23.32,193.82,10898
16
- 15,Wukong,399,2.9,51.88,14.53,8.29,177.15,11337
17
- 16,Graves,394,2.96,52.54,14.35,1.94,199.89,12615
18
- 17,Caitlyn,351,2.45,53.28,12.79,14.73,209.86,12096
19
- 18,Nautilus,342,2.53,49.42,12.46,7.74,25.32,7240
20
- 19,Varus,337,2.49,52.82,12.28,5.16,195.14,11350
21
- 20,Skarner,332,3.82,53.92,12.09,26.68,143.07,10124
22
- 21,Yasuo,327,1.68,48.32,11.91,1.77,212.88,11655
23
- 22,Renekton,313,2.16,48.24,1.14,1.02,203.99,11361
24
- 23,Akali,306,2.63,47.71,11.15,9.75,186.42,11203
25
- 24,Hwei,306,2.6,46.08,11.15,6.52,192.2,10838
26
- 25,Lulu,305,3.37,52.46,11.11,11.83,32.77,7476
27
- 26,Gnar,292,1.97,45.55,10.64,6.25,195.43,11034
28
- 27,Pyke,273,2.38,47.25,9.94,45.36,40.46,9196
29
- 28,Karma,270,3.22,55.93,9.83,3.19,44.89,8080
30
- 29,Rakan,270,3.24,4.63,9.83,1.05,27.77,7221
31
- 30,Jinx,268,2.28,44.03,9.76,2.18,199.54,11034
32
- 31,Kai'Sa,266,2.71,47.37,9.69,0.91,208.07,11989
33
- 32,Rell,265,3.24,49.06,9.65,3.18,23.9,7443
34
- 33,Jax,264,2.07,56.82,9.62,11.66,183.78,11208
35
- 34,Poppy,262,2.46,51.15,9.54,1.52,56.66,8261
36
- 35,Taliyah,257,2.69,50.58,9.36,2.23,199.33,11689
37
- 36,Bard,254,3.67,53.54,9.25,1.43,26.46,7628
38
- 37,Talon,249,2.9,54.62,9.07,7.57,202.84,12227
39
- 38,Vi,228,2.97,46.93,0.83,0.11,165.43,10646
40
- 39,Galio,222,3.01,55.41,8.09,4.06,161.87,9825
41
- 40,Lux,222,3.17,5.36,8.09,1.74,132.95,9845
42
- 41,Elise,222,2.77,52.25,8.09,10.29,122.33,10790
43
- 42,Camille,218,2.14,54.59,7.94,1.99,169.03,11136
44
- 43,Zed,212,2.77,0.5,7.72,13.73,200.28,12429
45
- 44,Syndra,211,2.59,53.08,7.69,4.57,208.25,11529
46
- 45,Nidalee,210,3.45,0.5,7.65,8.84,170.11,11411
47
- 46,Kindred,210,2.57,47.14,7.65,8.86,174.7,11719
48
- 47,Maokai,208,2.16,45.19,7.58,0.18,110.61,8332
49
- 48,Gragas,205,2.4,49.27,7.47,4.85,169.43,10303
50
- 49,Ahri,202,3.17,52.97,7.36,0.22,196.68,11003
51
- 50,Draven,199,2.14,48.74,7.25,33.07,200.71,13185
52
- 51,Jarvan IV,195,3.69,51.79,0.71,1.72,161.92,10821
53
- 52,Zyra,192,3.16,55.21,6.99,5.48,188.71,11473
54
- 53,Neeko,190,2.81,52.63,6.92,1.18,63.94,8500
55
- 54,Ekko,185,3.05,50.27,6.83,2.22,197.31,11848
56
- 55,Sona,184,3.19,53.26,6.79,1.36,26.69,7799
57
- 56,Diana,177,2.59,57.63,6.45,1.45,192.18,11840
58
- 57,Garen,169,2.25,52.66,6.16,2.41,205.02,11777
59
- 58,Riven,160,2.22,51.25,5.83,8.06,200.78,11609
60
- 59,Pantheon,160,2.16,40.63,5.83,1.42,147.55,10426
61
- 60,Braum,159,3.08,50.94,5.79,5.33,23.71,7133
62
- 61,Aatrox,158,2.08,4.81,5.76,4.89,177.53,10395
63
- 62,Janna,155,3.88,53.55,5.72,3.86,24.06,7465
64
- 63,Tristana,153,2.63,55.56,5.64,0.54,207.52,12824
65
- 64,Gwen,153,1.81,40.52,5.57,2.68,191.23,11212
66
- 65,Zac,150,3.37,54.67,5.46,5.14,144.34,9863
67
- 66,Swain,148,2.87,51.35,5.46,1.34,180.99,10870
68
- 67,Orianna,144,3.18,56.25,5.25,1.01,197.33,10605
69
- 68,Blitzcrank,144,2.66,52.08,5.25,0.85,23.44,7164
70
- 69,Nami,144,3.87,49.31,5.25,0.56,23.22,7603
71
- 70,Kha'Zix,142,2.85,45.77,5.17,0.35,170.93,11456
72
- 71,Senna,141,2.96,54.61,5.14,0.78,31.61,8331
73
- 72,Leona,141,2.55,47.52,5.14,2.01,25.09,7187
74
- 73,Thresh,139,3.11,49.64,5.06,3.31,26.56,7183
75
- 74,Rumble,136,2.24,44.85,4.95,1.45,186.17,10817
76
- 75,Kalista,134,2.39,43.28,4.88,3.01,202.46,12187
77
- 76,Smolder,133,2.36,45.11,4.84,1.27,223.16,12163
78
- 77,Lucian,127,2.51,52.76,4.63,0.28,208.8,11887
79
- 78,Ziggs,127,2.99,50.39,4.63,0.67,215.27,11706
80
- 79,LeBlanc,124,2.48,41.94,4.52,22.71,156.94,9891
81
- 80,Fiora,123,1.92,57.72,4.48,7.97,207.29,12135
82
- 81,Qiyana,120,2.75,61.67,4.37,4.05,180.3,11951
83
- 82,Azir,119,2.34,53.78,4.33,1.37,212.93,11549
84
- 83,Vladimir,119,2.65,44.54,4.33,5.57,201.12,11094
85
- 84,Aphelios,118,2.29,49.15,4.35,0.52,202.92,11660
86
- 85,Xerath,117,3.64,53.85,4.26,0.02,154.71,10485
87
- 86,Kennen,113,2.28,57.52,4.12,3.15,188.5,11130
88
- 87,Volibear,110,2.08,47.27,4.06,1.47,181.27,10689
89
- 88,Seraphine,109,3.09,54.13,4.02,2.01,90.32,8859
90
- 89,Bel'Veth,109,3.04,48.62,3.97,1.06,176.42,11627
91
- 90,Xin Zhao,105,2.92,54.29,3.82,0.33,164.17,10876
92
- 91,Zoe,102,2.97,52.94,3.72,4.39,106.28,9690
93
- 92,Dr. Mundo,95,2.52,44.21,3.46,0.94,195.67,11028
94
- 93,Darius,94,1.99,51.06,3.42,8.42,199.72,11408
95
- 94,Ryze,92,2.35,54.35,3.35,0.86,214.32,11409
96
- 95,Teemo,91,2.28,57.14,3.31,2.42,206.65,11535
97
- 96,Lissandra,91,2.71,50.55,3.31,0.95,179.89,10267
98
- 97,Nocturne,91,3.11,46.15,3.31,0.16,177.43,11299
99
- 98,Karthus,90,2.39,44.44,3.28,12.85,197.17,12214
100
- 99,Lillia,89,3.35,58.43,3.24,1.38,190.69,11350
101
- 100,Rengar,89,2.38,44.94,3.24,20.09,176.18,11359
102
- 101,Alistar,89,2.79,4.27,3.24,1.57,22.94,6940
103
- 102,Miss Fortune,88,2.79,46.59,3.21,0.36,213.86,11953
104
- 103,Kayn,86,2.67,55.81,3.13,4.19,184.67,11786
105
- 104,Trundle,86,1.51,0.5,3.17,0.18,204.58,12245
106
- 105,Zilean,85,3.14,47.06,0.31,0.17,92.91,7722
107
- 106,Zeri,84,2.4,40.48,3.06,0.37,224.45,12286
108
- 107,Xayah,83,2.44,45.78,3.02,0.35,221.17,12281
109
- 108,Samira,80,2.29,51.25,2.91,2.67,183.21,12175
110
- 109,Soraka,80,3.09,46.25,2.91,1.87,39.89,7706
111
- 110,Hecarim,79,2.9,43.04,2.88,4.64,193.19,11339
112
- 111,Nunu & Willump,78,2.43,33.33,2.84,3.54,142.21,9073
113
- 112,Kayle,77,2.25,49.35,0.28,0.83,225.47,12285
114
- 113,Udyr,74,2.82,5.27,2.73,4.76,179.85,10322
115
- 114,Fiddlesticks,73,2.83,57.53,2.66,5.58,74.84,9529
116
- 115,Shaco,73,2.5,49.32,2.66,9.15,121.48,10403
117
- 116,Shen,72,2.93,52.78,2.66,0.55,131.83,8504
118
- 117,Briar,71,2.54,56.34,2.62,1.65,154.52,11786
119
- 118,Gangplank,70,2.24,61.43,2.58,0.38,206.49,12713
120
- 119,Akshan,69,2.94,49.28,2.51,4.47,190.16,12380
121
- 120,Renata Glasc,67,2.98,52.24,2.44,0.52,28.27,7606
122
- 121,Milio,67,4.03,47.76,2.44,2.31,24.31,7352
123
- 122,Veigar,65,2.52,58.46,0.24,0.26,204.69,12145
124
- 123,Yuumi,65,4.28,43.08,2.37,5.03,15.05,7028
125
- 124,Kassadin,64,2.87,54.69,2.33,3.22,192.22,11845
126
- 125,Katarina,63,2.73,55.56,2.29,5.67,186.57,12147
127
- 126,Cho'Gath,63,2.45,53.97,2.29,0.27,189.78,10459
128
- 127,Taric,63,2.39,46.03,2.29,0.48,43.49,7062
129
- 128,Sivir,61,2.58,50.82,2.22,0.28,231.49,12104
130
- 129,Ivern,61,4.63,49.18,2.22,1.33,137.18,9604
131
- 130,Olaf,58,2.06,53.45,2.14,1.34,195.36,11604
132
- 131,Malphite,58,2.29,53.45,2.11,5.63,169.38,9948
133
- 132,Rammus,58,3.44,51.72,2.11,1.77,158.72,10681
134
- 133,Vayne,58,2.15,0.5,2.11,1.87,189.76,11569
135
- 134,Warwick,58,1.89,37.93,2.11,0.89,168.67,11066
136
- 135,Evelynn,57,3.79,63.16,2.08,3.45,156.91,10804
137
- 136,Aurelion Sol,57,3.56,57.89,2.08,0.46,206.32,11735
138
- 137,Rek'Sai,57,3.68,52.63,0.21,0.77,179.51,12298
139
- 138,Singed,57,2.03,42.11,2.08,0.88,172.35,9992
140
- 139,Sejuani,55,3,49.09,0.02,0.06,139.36,9399
141
- 140,Sett,55,1.84,47.27,2.03,0.12,179.38,11512
142
- 141,Urgot,54,2.02,0.5,1.97,0.99,193.78,11833
143
- 142,Tahm Kench,51,2.43,4.51,1.88,0.21,54.86,8513
144
- 143,Tryndamere,50,1.95,0.58,1.82,0.25,240.58,13679
145
- 144,Cassiopeia,50,1.95,0.4,1.82,1.88,197.78,11455
146
- 145,Sion,48,1.54,47.92,1.75,0.24,211.04,12066
147
- 146,Ornn,46,2.83,5.87,0.17,0.18,169.59,9579
148
- 147,Twitch,46,2.84,54.35,1.68,0.09,162.09,12261
149
- 148,Master Yi,45,2.25,51.11,1.66,0.75,177.09,12508
150
- 149,Kog'Maw,45,1.93,28.89,1.66,0.14,195.02,11113
151
- 150,Vex,44,2.63,56.82,0.16,1.66,189.75,11082
152
- 151,Anivia,41,2.61,41.46,1.51,1.42,195.22,11045
153
- 152,Twisted Fate,39,2.2,51.28,1.44,0.29,187.26,11260
154
- 153,Yorick,39,1.43,43.59,1.42,0.49,186.97,10508
155
- 154,Fizz,39,2.51,43.59,1.44,0.55,154.77,10855
156
- 155,Vel'Koz,35,3.03,0.6,1.29,0.31,167.91,11602
157
- 156,Mordekaiser,32,2.22,59.38,1.18,0.91,174.25,10702
158
- 157,Nilah,31,2.14,58.06,1.13,3.41,201.23,12587
159
- 158,Heimerdinger,31,1.99,41.94,1.14,0.68,169.45,9619
160
- 159,Kled,30,2.26,66.67,1.11,0.27,188.8,12340
161
- 160,Morgana,27,3.25,55.56,0.98,1.99,114.81,9350
162
- 161,Naafiri,26,1.9,42.31,0.95,0.27,161.38,9767
163
- 162,Brand,25,2.16,0.44,0.91,0.27,138.92,9463
164
- 163,Annie,24,2.44,58.33,0.89,0.37,167,10856
165
- 164,Malzahar,23,2.23,47.83,0.84,0.87,203.39,10805
166
- 165,Shyvana,23,2.89,47.83,0.85,0.12,209.39,12167
167
- 166,Quinn,21,1.95,52.38,0.76,0.73,157.57,11228
168
- 167,Nasus,20,2.08,0.5,0.73,1.62,184.05,10645
169
- 168,Amumu,17,1.72,29.41,0.62,1.15,125.41,8739
170
- 169,Illaoi,16,1.95,31.25,0.59,1.11,211.13,12318
 
1
  rank,champion,games,KDA,WR,pick,ban,cs,gold
2
+ 1,Viego,709,3.13,51.06,28.04,22.36,177.42,11578
3
+ 2,Viktor,665,2.39,48.87,2.63,38.32,207.21,11234
4
+ 3,Corki,540,2.54,52.41,21.36,12.67,211.9,11644
5
+ 4,Jayce,505,2.07,48.32,19.97,5.12,193.4,10932
6
+ 5,Lee Sin,502,3.33,52.19,19.86,9.86,162.12,11278
7
+ 6,Ezreal,485,2.54,47.84,19.18,8.05,197.56,10975
8
+ 7,Jhin,458,3.28,5.24,18.12,1.12,202.53,12203
9
+ 8,K'Sante,448,2.51,53.57,17.72,13.03,181.71,10160
10
+ 9,Yone,423,1.95,46.81,16.73,4.42,212.19,11502
11
+ 10,Sylas,408,2.36,50.98,16.14,8.62,154.99,10361
12
+ 11,Aurora,403,2.64,4.64,15.94,24.31,191.3,10959
13
+ 12,Ashe,389,2.56,49.87,15.39,22.95,193.72,10849
14
+ 13,Ambessa,389,2.1,48.84,15.39,29.73,181.78,10556
15
+ 14,Irelia,365,1.62,47.95,14.44,13.57,218.82,12278
16
+ 15,Skarner,341,3.85,54.84,13.49,25.38,140.55,9943
17
+ 16,Graves,338,3.05,52.66,13.37,18.32,198.19,12496
18
+ 17,Varus,334,2.43,52.69,13.21,5.74,196.14,11315
19
+ 18,Wukong,330,2.9,51.21,13.05,9.19,180.46,11578
20
+ 19,Caitlyn,313,2.41,55.91,12.38,14.18,208.7,11982
21
+ 20,Nautilus,302,2.68,52.32,11.95,7.36,25.07,7216
22
+ 21,Renekton,294,2.17,0.5,11.63,10.08,200.75,11256
23
+ 22,Akali,294,2.64,47.96,11.63,9.65,184.83,11158
24
+ 23,Talon,287,2.85,54.01,11.35,7.66,198.48,12042
25
+ 24,Lulu,279,3.49,52.69,11.04,12.23,31.29,7484
26
+ 25,Yasuo,267,1.7,50.19,10.56,17.83,212.38,11614
27
+ 26,Hwei,267,2.58,45.32,10.56,6.15,191.52,10802
28
+ 27,Rell,266,3.26,50.75,10.52,3.12,23.52,7417
29
+ 28,Gnar,258,1.99,46.12,1.02,5.88,194.57,11029
30
+ 29,Karma,254,3.12,54.72,10.05,3.16,43.43,8058
31
+ 30,Poppy,254,2.4,51.18,10.05,15.14,57.14,8201
32
+ 31,Bard,253,3.67,52.57,10.01,1.26,26,7638
33
+ 32,Kai'Sa,248,2.6,43.95,9.81,0.09,203.55,11585
34
+ 33,Rakan,244,3.14,45.08,9.65,1.11,28.02,7323
35
+ 34,Pyke,239,2.45,49.79,9.45,44.14,36.98,9067
36
+ 35,Jax,238,2,55.88,9.41,11.31,180.54,10979
37
+ 36,Jinx,225,2.36,44.44,0.89,1.91,200.38,11065
38
+ 37,Taliyah,212,2.72,50.47,8.39,1.89,192.44,11301
39
+ 38,Maokai,210,2.24,47.14,8.31,1.98,107.63,8364
40
+ 39,Vi,208,2.79,44.23,8.23,1.29,163.27,10447
41
+ 40,Camille,206,2.08,54.37,8.15,1.74,157.74,10725
42
+ 41,Zed,200,2.81,0.53,7.91,13.97,198.43,12381
43
+ 42,Galio,198,2.98,53.54,7.83,4.43,160.49,9761
44
+ 43,Gragas,198,2.53,0.5,7.83,4.85,169.98,10212
45
+ 44,Jarvan IV,198,3.71,49.49,7.83,1.63,162.76,10760
46
+ 45,Ahri,196,2.93,48.98,7.75,2.44,192.45,10731
47
+ 46,Neeko,195,2.69,50.26,7.71,1.21,60.98,8342
48
+ 47,Draven,192,2.1,49.48,7.59,32.02,199.26,13175
49
+ 48,Elise,189,2.47,46.56,7.48,10.09,115.46,10560
50
+ 49,Syndra,188,2.64,52.66,7.44,4.32,209.87,11613
51
+ 50,Kindred,188,2.69,48.94,7.44,8.77,173.29,11602
52
+ 51,Lux,186,3.15,53.23,7.36,1.43,141.34,10028
53
+ 52,Nidalee,182,3.55,51.65,0.72,8.35,172.43,11360
54
+ 53,Zyra,171,3.3,56.14,6.76,6.13,192.26,11493
55
+ 54,Janna,163,3.94,52.76,6.45,3.96,23.37,7413
56
+ 55,Diana,162,2.64,57.41,6.41,1.36,194.16,11742
57
+ 56,Ekko,162,3.18,0.5,6.41,2.04,199.78,12186
58
+ 57,Aatrox,159,2.18,54.09,6.29,0.48,172.82,10162
59
+ 58,Sona,158,3.11,49.37,6.25,1.37,27.11,7678
60
+ 59,Zac,150,3.15,50.67,5.93,4.67,150.76,10105
61
+ 60,Braum,148,3.35,55.41,5.85,5.19,23.76,7056
62
+ 61,Orianna,147,3.13,57.14,5.81,1.12,191.23,10351
63
+ 62,Riven,145,2.47,55.86,5.74,8.31,201.18,11816
64
+ 63,Nami,145,3.96,48.28,5.74,0.56,23.21,7631
65
+ 64,Blitzcrank,144,2.54,50.69,0.57,8.03,23.13,7251
66
+ 65,Gwen,144,1.93,44.44,0.57,2.81,203.28,12044
67
+ 66,Leona,142,2.34,45.77,5.62,1.86,25,7081
68
+ 67,Kha'Zix,142,2.83,42.96,5.62,3.85,172.11,11379
69
+ 68,Pantheon,141,2.14,42.55,5.58,1.38,143.41,10340
70
+ 69,Swain,140,2.88,55.71,5.54,1.32,181.98,10999
71
+ 70,Senna,137,2.8,52.55,5.42,0.82,32.76,8472
72
+ 71,Kalista,133,2.44,44.36,5.26,3.17,207.28,12471
73
+ 72,Tristana,131,2.79,58.78,5.18,0.64,205.18,12880
74
+ 73,Rumble,129,2.39,52.71,0.51,1.42,184.77,10691
75
+ 74,Smolder,129,2.61,51.16,0.51,1.16,222.51,12075
76
+ 75,Thresh,127,3.2,51.18,5.02,3.25,26.76,7323
77
+ 76,Seraphine,123,3.05,51.22,4.87,1.81,97.21,8929
78
+ 77,Fiora,119,2.08,61.34,4.71,7.91,206.42,12273
79
+ 78,Garen,119,2.11,52.94,4.71,1.62,211.09,12036
80
+ 79,Lucian,117,2.56,52.14,4.63,0.29,203.67,11684
81
+ 80,Qiyana,111,2.54,58.56,4.39,3.85,174.55,11439
82
+ 81,Vladimir,110,2.59,44.55,4.35,0.54,203.89,11138
83
+ 82,LeBlanc,109,2.52,44.04,4.31,2.29,158,10237
84
+ 83,Kennen,107,2.19,55.14,4.23,2.54,187.02,10923
85
+ 84,Aphelios,105,2.14,44.76,4.15,0.06,195.16,11209
86
+ 85,Azir,104,2.5,60.58,4.11,1.66,219.35,11797
87
+ 86,Volibear,104,2.34,50.96,4.11,1.65,177.92,10550
88
+ 87,Xin Zhao,103,2.88,5.34,4.07,0.27,160.45,10680
89
+ 88,Ziggs,103,2.75,45.63,4.07,0.61,220.08,11806
90
+ 89,Bel'Veth,98,2.83,48.98,3.88,10.92,171.79,11293
91
+ 90,Kayn,94,2.71,58.51,3.72,4.77,180,11634
92
+ 91,Xerath,93,3.46,50.54,3.68,1.82,159.26,10515
93
+ 92,Darius,92,1.94,0.5,3.64,8.51,200.24,11539
94
+ 93,Miss Fortune,90,2.61,48.89,3.56,0.39,208.89,11972
95
+ 94,Karthus,89,2.68,56.18,3.52,13.27,198.57,12663
96
+ 95,Ryze,88,2.39,54.55,3.48,0.88,213.6,11394
97
+ 96,Teemo,88,2.5,52.27,3.48,2.61,209.34,11894
98
+ 97,Alistar,87,2.87,47.13,3.44,1.73,24.15,7024
99
+ 98,Lillia,85,3.44,54.12,3.36,1.23,190.61,11348
100
+ 99,Trundle,84,1.63,45.24,3.32,0.02,201.93,12023
101
+ 100,Nunu & Willump,83,2.28,37.35,3.28,3.31,143.95,9145
102
+ 101,Tryndamere,82,2.07,57.32,3.24,2.46,231.95,12991
103
+ 102,Katarina,82,2.76,52.44,3.24,5.98,178.17,11460
104
+ 103,Udyr,82,3.05,52.44,3.24,4.97,186.54,10922
105
+ 104,Rengar,82,2.56,51.22,3.24,21.67,180.38,11770
106
+ 105,Nocturne,82,3.11,41.46,3.24,0.15,175.71,11240
107
+ 106,Hecarim,81,2.72,44.44,0.32,4.64,186.28,11027
108
+ 107,Dr. Mundo,80,2.65,46.25,3.16,0.94,197.6,10816
109
+ 108,Soraka,76,3.26,51.32,3.01,1.91,35.86,7600
110
+ 109,Zeri,75,2.45,38.67,2.97,0.27,228.84,12280
111
+ 110,Xayah,74,2.32,44.59,2.93,0.28,228.09,12581
112
+ 111,Zilean,72,2.9,38.89,2.85,1.76,85.43,7771
113
+ 112,Zoe,71,2.72,54.93,2.81,4.44,119.15,9773
114
+ 113,Warwick,71,1.93,39.44,2.81,9.08,168.52,11053
115
+ 114,Milio,69,4.14,46.38,2.73,2.51,25.83,7269
116
+ 115,Lissandra,67,2.66,49.25,2.65,1.14,182.54,10294
117
+ 116,Fiddlesticks,66,2.65,53.03,2.61,5.05,63.82,9296
118
+ 117,Shen,66,2.78,51.52,2.61,0.04,127.15,8257
119
+ 118,Veigar,66,2.65,0.5,2.61,0.25,196.45,11865
120
+ 119,Malphite,66,2.13,0.5,2.61,6.09,163.92,9632
121
+ 120,Kayle,66,2.27,48.48,2.61,1.22,228.79,12610
122
+ 121,Shaco,66,2.54,48.48,2.61,8.74,118.17,10300
123
+ 122,Aurelion Sol,61,3.7,59.02,2.41,0.47,207.25,11617
124
+ 123,Gangplank,60,2.19,58.33,2.37,0.54,205.13,12605
125
+ 124,Renata Glasc,59,3.04,47.46,2.33,0.04,29.17,7533
126
+ 125,Kassadin,58,2.71,51.72,2.29,3.17,190.86,11710
127
+ 126,Briar,57,2.39,47.37,2.25,0.15,155.28,11755
128
+ 127,Akshan,56,2.97,55.36,2.22,4.84,192.46,12687
129
+ 128,Ivern,56,4.94,55.36,2.22,1.53,142.79,10139
130
+ 129,Taric,56,2.39,42.86,2.22,0.42,40.95,7021
131
+ 130,Kog'Maw,56,2.14,30.36,2.22,1.37,196.66,11389
132
+ 131,Tahm Kench,55,2.95,58.18,2.18,1.92,67.31,8972
133
+ 132,Master Yi,55,2.35,54.55,2.18,8.02,179.49,12471
134
+ 133,Samira,55,2.18,52.73,2.18,2.58,181.29,12066
135
+ 134,Urgot,54,1.84,4.63,2.14,1.61,187.91,11557
136
+ 135,Sett,52,1.75,0.5,2.06,0.13,177.02,11228
137
+ 136,Sivir,51,2.7,56.86,2.02,0.19,222.02,11848
138
+ 137,Cho'Gath,51,2.32,5.49,2.02,0.27,194.02,10736
139
+ 138,Vayne,50,2.33,0.5,1.98,1.93,187.66,11453
140
+ 139,Yuumi,49,3.92,40.82,1.94,5.04,14.9,6624
141
+ 140,Ornn,48,2.56,54.17,0.19,0.19,169.5,9466
142
+ 141,Sejuani,47,3.05,51.06,1.86,0.08,138.3,9148
143
+ 142,Cassiopeia,47,2,40.43,1.86,2.01,190.83,11122
144
+ 143,Rek'Sai,46,4.05,56.52,1.82,0.72,178.91,12020
145
+ 144,Twitch,46,2.68,43.48,1.82,0.81,156.5,11771
146
+ 145,Olaf,45,2.14,51.11,1.78,1.13,190.96,11226
147
+ 146,Evelynn,44,3.27,63.64,1.74,3.41,163.05,10850
148
+ 147,Sion,41,1.59,46.34,1.62,0.21,217.37,11986
149
+ 148,Mordekaiser,37,2.27,64.86,1.46,1.15,173.57,10534
150
+ 149,Anivia,36,2.93,0.5,1.42,1.75,186.61,10656
151
+ 150,Fizz,36,2.31,47.22,1.42,0.69,154.53,11061
152
+ 151,Rammus,33,4.03,51.52,1.31,1.79,171.88,10948
153
+ 152,Nilah,32,2.33,6.25,1.27,3.45,198.5,12934
154
+ 153,Morgana,32,3.24,56.25,1.27,1.83,96.47,9134
155
+ 154,Vel'Koz,32,2.96,56.25,1.27,0.03,155.88,10822
156
+ 155,Yorick,32,1.29,34.38,1.27,0.51,179.16,9872
157
+ 156,Twisted Fate,31,2.69,54.84,1.23,0.29,176.13,11297
158
+ 157,Vex,31,2.52,54.84,1.23,1.72,180.32,10785
159
+ 158,Singed,30,1.89,0.4,1.19,0.78,155.47,9586
160
+ 159,Brand,29,2.5,51.72,1.15,0.33,134.76,9283
161
+ 160,Kled,27,2.46,66.67,1.07,0.28,184.26,11795
162
+ 161,Shyvana,23,3.37,47.83,0.91,0.15,209.91,12364
163
+ 162,Heimerdinger,23,1.82,30.43,0.91,0.73,171.83,9098
164
+ 163,Annie,21,2.56,66.67,0.83,0.27,166.86,10578
165
+ 164,Malzahar,18,1.99,38.89,0.71,0.96,210.94,10930
166
+ 165,Amumu,17,1.62,29.41,0.67,1.12,129.24,9004
167
+ 166,Quinn,15,1.89,53.33,0.59,0.76,162.87,11164
168
+ 167,Nasus,13,1.48,30.77,0.51,1.98,177.54,10008
169
+ 168,Illaoi,12,1.92,33.33,0.47,0.95,216.92,12441
170
+ 169,Naafiri,11,2.12,45.45,0.44,0.28,175.36,9463
weekly_meta_stats.csv ADDED
@@ -0,0 +1,170 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ rank,champion,games,KDA,WR,pick,ban,cs,gold
2
+ 1,Viego,760,3.17,52.63,27.68,2.24,178.06,11606
3
+ 2,Viktor,750,2.41,49.47,27.32,38.61,207.51,11291
4
+ 3,Corki,593,2.53,52.61,2.16,12.27,213.81,11783
5
+ 4,Ezreal,559,2.67,50.63,20.36,8.01,200.67,11262
6
+ 5,Lee Sin,532,3.46,54.14,19.38,10.05,164.78,11453
7
+ 6,Jhin,507,3.28,53.65,18.47,1.17,200.76,12199
8
+ 7,Jayce,504,2.05,48.81,18.36,4.39,196.81,11154
9
+ 8,Yone,485,1.95,48.66,17.67,4.53,214.17,11573
10
+ 9,Sylas,469,2.4,50.75,17.08,8.61,158.36,10355
11
+ 10,K'Sante,468,2.52,53.21,17.05,12.67,184.34,10361
12
+ 11,Ambessa,462,2.14,4.87,16.83,30.54,185,10813
13
+ 12,Aurora,445,2.66,47.64,16.21,24.95,194.38,11137
14
+ 13,Irelia,411,1.64,49.88,14.97,12.86,219.41,12287
15
+ 14,Ashe,406,2.49,47.29,14.79,23.32,193.82,10898
16
+ 15,Wukong,399,2.9,51.88,14.53,8.29,177.15,11337
17
+ 16,Graves,394,2.96,52.54,14.35,1.94,199.89,12615
18
+ 17,Caitlyn,351,2.45,53.28,12.79,14.73,209.86,12096
19
+ 18,Nautilus,342,2.53,49.42,12.46,7.74,25.32,7240
20
+ 19,Varus,337,2.49,52.82,12.28,5.16,195.14,11350
21
+ 20,Skarner,332,3.82,53.92,12.09,26.68,143.07,10124
22
+ 21,Yasuo,327,1.68,48.32,11.91,1.77,212.88,11655
23
+ 22,Renekton,313,2.16,48.24,1.14,1.02,203.99,11361
24
+ 23,Akali,306,2.63,47.71,11.15,9.75,186.42,11203
25
+ 24,Hwei,306,2.6,46.08,11.15,6.52,192.2,10838
26
+ 25,Lulu,305,3.37,52.46,11.11,11.83,32.77,7476
27
+ 26,Gnar,292,1.97,45.55,10.64,6.25,195.43,11034
28
+ 27,Pyke,273,2.38,47.25,9.94,45.36,40.46,9196
29
+ 28,Karma,270,3.22,55.93,9.83,3.19,44.89,8080
30
+ 29,Rakan,270,3.24,4.63,9.83,1.05,27.77,7221
31
+ 30,Jinx,268,2.28,44.03,9.76,2.18,199.54,11034
32
+ 31,Kai'Sa,266,2.71,47.37,9.69,0.91,208.07,11989
33
+ 32,Rell,265,3.24,49.06,9.65,3.18,23.9,7443
34
+ 33,Jax,264,2.07,56.82,9.62,11.66,183.78,11208
35
+ 34,Poppy,262,2.46,51.15,9.54,1.52,56.66,8261
36
+ 35,Taliyah,257,2.69,50.58,9.36,2.23,199.33,11689
37
+ 36,Bard,254,3.67,53.54,9.25,1.43,26.46,7628
38
+ 37,Talon,249,2.9,54.62,9.07,7.57,202.84,12227
39
+ 38,Vi,228,2.97,46.93,0.83,0.11,165.43,10646
40
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