Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.

Brazil 2022

2021 2023

EP Pts W D L GF GA GP PR
1 Palmeiras 8.328 87 25 12 5 71 32 42 1
2 Internacional 6.036 73 20 13 6 58 33 39 6
3 Fluminense 4.693 87 26 9 11 78 51 46 3
4 Corinthians 4.038 81 22 15 11 61 44 48 5
5 Flamengo 4.035 84 24 12 13 75 46 49 4
6 Atlético Mineiro 3.552 68 18 14 11 53 42 43 9
7 Athletico Paranaense 3.417 71 20 11 13 61 53 44 8
8 São Paulo 3.402 72 18 18 12 68 51 48 7
9 Fortaleza 3.243 65 18 11 15 54 43 44 13
10 América Mineiro 3.028 66 19 9 16 52 43 44 11
11 Botafogo 2.549 59 17 8 17 47 48 42 16
12 Ceará 2.092 52 12 16 16 44 43 44 26
13 Santos 2.010 57 15 12 17 52 47 44 19
14 Goiás 1.865 54 13 15 16 44 59 44 22
15 Coritiba 1.860 49 14 7 21 46 66 42 31
16 Atlético Goianiense 1.810 51 12 15 19 51 63 46 27
17 América de Natal 1.798 46 13 7 4 32 11 24 36
18 Bragantino 1.753 47 12 11 17 51 61 40 34
19 Cuiabá 1.712 47 11 14 17 36 45 42 33
20 Retrô PE 1.712 34 10 4 2 28 8 16 51
21 Pouso Alegre MG 1.502 53 15 8 3 25 13 26 23
22 Avaí 1.361 36 9 9 22 36 63 40 50
23 Juventude 0.938 29 5 14 23 34 74 42 69
24 Figueirense 0.900 42 10 12 5 37 26 27 41
25 Lagarto SE 0.828 33 8 9 2 28 16 19 57
26 São Bernardo 0.804 41 11 8 3 23 8 22 44
27 Mirassol 0.778 52 15 7 7 48 31 29 25
28 Cruzeiro 0.770 87 26 9 9 68 33 44 2
29 Globo RN 0.767 16 4 4 8 17 18 16 105
30 ABC 0.749 48 12 12 5 30 20 29 32
31 Afogados da Ingazeira PE 0.739 22 6 4 6 24 16 16 84
32 Icasa CE 0.727 23 6 5 4 16 18 15 81
33 Amazonas 0.694 43 12 7 3 46 20 22 40
34 Caxias 0.692 34 9 7 4 24 17 20 53
35 Azuriz PR 0.663 33 9 6 5 21 16 20 58
36 Paysandu 0.639 40 11 7 9 38 27 27 45
37 ASA de Arapiraca 0.591 33 9 6 6 19 18 21 59
38 Portuguesa RJ 0.590 34 8 10 6 24 21 24 54
39 Santa Cruz 0.586 24 6 6 6 16 17 18 80
40 Botafogo PB 0.567 29 7 8 4 17 13 19 67
41 Botafogo SP 0.562 42 13 3 10 37 31 26 42
42 Tocantinópolis 0.560 36 10 6 8 35 38 24 49
43 Sousa PB 0.559 24 7 3 7 20 21 17 79
44 Vitória 0.514 42 11 9 9 28 26 29 43
45 Ypiranga RS 0.514 28 7 7 5 25 20 19 71
46 Remo 0.491 29 8 5 8 27 24 21 68
47 Aimoré RS 0.489 31 9 4 3 18 14 16 62
48 Bahia de Feira BA 0.476 29 7 8 4 22 16 19 66
49 Aparecidense 0.469 36 10 6 9 31 28 25 47
50 Volta Redonda 0.460 36 11 3 12 38 37 26 48
51 Manaus 0.459 28 7 7 7 17 23 21 72
52 Nova Venécia ES 0.457 30 7 9 4 29 22 20 63
53 Cascavel FC PR 0.455 30 8 6 4 17 12 18 64
54 Real Noroeste ES 0.417 31 8 7 5 27 21 20 61
55 Vasco da Gama 0.415 66 18 12 10 50 37 40 10
56 Moto Club MA 0.407 34 10 4 6 30 21 20 52
57 São José RS 0.394 26 7 5 7 33 27 19 73
58 Jacuipense BA 0.388 22 5 7 4 19 16 16 85
59 Brasiliense 0.386 36 10 6 4 27 21 20 46
60 Bahia 0.381 64 17 13 12 46 34 42 14
61 Fluminense PI 0.349 21 5 6 5 26 20 16 91
62 Grêmio Porto Alegre 0.346 65 17 14 8 52 29 39 12
63 Paraná Clube 0.338 26 6 8 5 14 12 19 74
64 Confiança 0.331 23 6 5 8 12 17 19 82
65 Floresta CE 0.323 23 6 5 8 17 25 19 83
66 Sampaio Corrêa 0.306 61 17 10 13 50 45 40 15
67 São Paulo Crystal PB 0.300 13 3 4 7 13 26 14 115
68 Ituano 0.293 57 15 12 11 42 34 38 18
69 Tombense 0.287 47 10 17 15 39 52 42 35
70 Criciúma 0.279 57 14 15 11 43 32 40 17
71 Oeste 0.275 22 5 7 5 15 18 17 88
72 Inter de Limeira SP 0.272 17 4 5 5 16 16 14 99
73 Sport Recife 0.269 57 15 12 12 37 32 39 20
74 Campinense PB 0.266 17 4 5 11 15 28 20 101
75 Altos PI 0.261 25 7 4 12 24 36 23 78
76 Rio Branco AC 0.256 32 8 8 3 25 12 19 60
77 Guarani 0.253 55 14 13 13 36 38 40 21
78 Pacajus CE 0.251 22 5 7 4 16 14 16 86
79 Ceilândia DF 0.251 26 8 2 8 19 19 18 75
80 Juazeirense BA 0.251 18 4 6 8 11 18 18 98
81 Juventude MA 0.250 21 5 6 5 15 16 16 92
82 Atlético Cearense CE 0.249 19 5 4 10 17 35 19 94
83 Vila Nova 0.241 49 9 22 11 32 38 42 30
84 Sergipe SE 0.227 18 4 6 5 14 17 15 97
85 São Luiz RS 0.219 18 4 6 4 18 17 14 95
86 Anápolis 0.219 28 8 4 4 22 16 16 70
87 CS Alagoano 0.217 46 10 16 16 34 44 42 37
88 U.R.T. MG 0.207 17 4 5 6 14 27 15 102
89 Nova Iguaçu RJ 0.198 21 5 6 4 13 14 15 93
90 Brasil de Pelotas 0.192 17 4 5 11 19 30 20 100
91 Ponte Preta 0.191 49 12 13 14 34 37 39 29
92 Clube de Regatas Brasil 0.185 50 13 11 15 35 44 39 28
93 Castanhal PA 0.184 18 4 6 5 17 16 15 96
94 Londrina 0.182 53 14 11 14 36 39 39 24
95 Chapecoense 0.177 45 11 12 16 39 42 39 38
96 Ferroviário CE 0.177 16 5 1 14 16 29 20 106
97 São Raimundo AM 0.169 25 6 7 4 22 18 17 76
98 São Raimundo RR 0.159 25 6 7 4 22 18 17 77
99 Grêmio Novorizontino 0.158 44 11 11 17 44 50 39 39
100 CSE AL 0.156 14 3 5 6 19 22 14 112
101 Ferroviária SP 0.143 16 4 4 7 15 15 15 103
102 Juventus SC 0.142 12 2 6 6 11 17 14 116
103 Tuna Luso PA 0.136 16 4 4 8 13 27 16 107
104 Operário MT 0.136 22 6 4 7 11 16 17 89
105 4 de Julho PI 0.130 13 2 7 5 13 19 14 114
106 Cianorte PR 0.116 14 3 5 6 14 15 14 111
107 Brusque 0.115 34 8 10 20 21 38 38 55
108 Operário Ferroviário 0.114 34 7 13 19 32 55 39 56
109 Costa Rica MS 0.113 22 6 4 7 15 18 17 87
110 Porto Velho EC RO 0.107 21 6 3 6 29 22 15 90
111 Santo André 0.105 15 4 3 7 12 13 14 109
112 Marcílio Dias SC 0.101 14 4 2 8 14 20 14 113
113 Atlético de Alagoinhas BA 0.097 11 2 5 8 14 25 15 117
114 Crato CE 0.093 5 1 2 11 5 33 14 123
115 Iporá GO 0.089 15 3 6 5 12 12 14 108
116 Grêmio Anápolis GO 0.075 15 3 6 6 12 14 15 110
117 Náutico 0.075 30 8 6 25 32 66 39 65
118 Pérolas Negras RJ 0.073 8 1 5 8 9 23 14 118
119 Tuntum MA 0.046 3 1 0 1 4 5 2 125
120 Caldense MG 0.042 5 1 2 11 8 20 14 121
121 Próspera SC 0.042 6 1 3 10 9 20 14 120
122 Trem AP 0.040 16 4 4 7 29 30 15 104
123 Humaitá AC 0.039 7 1 4 10 13 34 15 119
124 Ação MT 0.021 5 1 2 11 12 30 14 122
125 Glória RS 0.019 3 1 0 1 1 2 2 126
126 Náutico RR 0.009 5 1 2 11 15 57 14 124
127 Maricá RJ 0 0 0 0 1 0 1 1 127
127 Salgueiro PE 0 0 0 0 1 0 3 1 128
127 União Rondonópolis MT 0 0 0 0 1 0 3 1 129

EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.

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