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 8.696 88 25 13 4 71 32 42 1
2 Internacional 6.064 73 20 13 6 58 33 39 6
3 Fluminense 4.714 87 26 9 11 78 51 46 3
4 Flamengo 4.049 84 24 12 13 75 46 49 4
5 Corinthians 4.044 81 22 15 11 61 44 48 5
6 Atlético Mineiro 3.560 68 18 14 11 53 42 43 9
7 Athletico Paranaense 3.439 71 20 11 13 61 53 44 7
8 São Paulo 3.248 70 17 19 12 68 51 48 8
9 Fortaleza 3.247 65 18 11 15 54 43 44 13
10 América Mineiro 3.036 66 19 9 16 52 43 44 11
11 Botafogo 2.544 59 17 8 17 47 48 42 16
12 Ceará 2.109 52 12 16 16 44 43 44 25
13 Santos 2.015 57 15 12 17 52 47 44 19
14 Coritiba 1.866 49 14 7 21 46 66 42 31
15 Atlético Goianiense 1.824 51 12 15 19 51 63 46 27
16 Goiás 1.821 52 12 16 16 44 59 44 26
17 Bragantino 1.815 48 12 12 16 51 61 40 33
18 América de Natal 1.798 46 13 7 4 32 11 24 36
19 Cuiabá 1.720 47 11 14 17 36 45 42 34
20 Retrô PE 1.710 34 10 4 2 28 8 16 51
21 Pouso Alegre MG 1.512 53 15 8 3 25 13 26 22
22 Avaí 1.366 36 9 9 22 36 63 40 50
23 Juventude 0.943 29 5 14 23 34 74 42 69
24 Figueirense 0.883 42 10 12 5 37 26 27 41
25 Lagarto SE 0.824 33 8 9 2 28 16 19 57
26 São Bernardo FC SP 0.804 41 11 8 3 23 8 22 44
27 Globo RN 0.767 16 4 4 8 17 18 16 105
28 Mirassol 0.761 52 15 7 7 48 31 29 24
29 Cruzeiro 0.760 87 26 9 9 68 33 44 2
30 Afogados da Ingazeira PE 0.738 22 6 4 6 24 16 16 84
31 ABC 0.729 48 12 12 5 30 20 29 32
32 Icasa CE 0.726 23 6 5 4 16 18 15 81
33 S.E.R. Caxias RS 0.695 34 9 7 4 30 22 20 53
34 Amazonas 0.689 43 12 7 3 46 20 22 40
35 Azuriz PR 0.659 33 9 6 5 21 16 20 58
36 Paysandu 0.624 40 11 7 9 38 27 27 45
37 ASA de Arapiraca 0.589 33 9 6 6 24 22 21 59
38 Portuguesa RJ 0.589 34 8 10 6 28 24 24 54
39 Santa Cruz 0.584 24 6 6 6 16 17 18 80
40 Tocantinópolis 0.558 36 10 6 8 35 38 24 49
41 Sousa PB 0.556 24 7 3 7 20 21 17 79
42 Botafogo PB 0.554 29 7 8 4 17 13 19 67
43 Botafogo SP 0.548 42 13 3 10 37 31 26 42
44 Vitória 0.503 42 11 9 9 28 26 29 43
45 Ypiranga RS 0.502 28 7 7 5 25 20 19 70
46 Aimoré RS 0.488 31 9 4 3 21 18 16 62
47 Bahia de Feira BA 0.482 29 7 8 4 22 16 19 66
48 Remo 0.480 29 8 5 8 27 24 21 68
49 Nova Venécia ES 0.460 30 7 9 4 29 22 20 63
50 Aparecidense 0.458 36 10 6 9 31 28 25 47
51 Cascavel FC PR 0.455 30 8 6 4 21 17 18 64
52 Real Noroeste ES 0.455 32 8 8 4 30 19 20 61
53 Volta Redonda 0.449 36 11 3 12 38 37 26 48
54 Manaus 0.448 28 7 7 7 17 23 21 71
55 Vasco da Gama 0.411 66 18 12 10 50 37 40 10
56 Moto Club MA 0.405 34 10 4 6 37 27 20 52
57 Jacuipense BA 0.387 22 5 7 4 19 16 16 85
58 São José RS 0.385 26 7 5 7 33 27 19 72
59 Bahia 0.377 64 17 13 12 46 34 42 14
60 Brasiliense 0.358 36 10 6 4 27 21 20 46
61 Fluminense PI 0.348 21 5 6 5 26 20 16 91
62 Grêmio Porto Alegre 0.342 65 17 14 8 52 29 39 12
63 Paraná Clube 0.338 26 6 8 5 19 16 19 73
64 Confiança 0.324 23 6 5 8 12 17 19 82
65 Floresta CE 0.316 23 6 5 8 17 25 19 83
66 São Paulo Crystal PB 0.299 13 3 4 7 13 26 14 115
67 Sampaio Corrêa 0.299 61 17 10 13 50 45 40 15
68 Ituano 0.289 57 15 12 11 42 34 38 18
69 Tombense 0.284 47 10 17 15 39 52 42 35
70 Inter de Limeira SP 0.277 17 4 5 5 16 16 14 99
71 Criciúma 0.276 57 14 15 11 43 32 40 17
72 Oeste 0.275 22 5 7 5 20 24 17 88
73 Sport Recife 0.265 57 15 12 12 37 32 39 20
74 Campinense PB 0.257 17 4 5 11 15 28 20 101
75 Altos PI 0.255 25 7 4 12 24 36 23 78
76 Rio Branco AC 0.254 32 8 8 3 34 21 19 60
77 Pacajus CE 0.250 22 5 7 4 20 19 16 86
78 Guarani 0.250 55 14 13 13 36 38 40 21
79 Juazeirense BA 0.249 18 4 6 8 11 18 18 98
80 Juventude MA 0.249 21 5 6 5 15 16 16 92
81 Atlético Cearense CE 0.244 19 5 4 10 17 35 19 94
82 Ceilândia DF 0.243 26 8 2 8 19 19 18 75
83 Vila Nova 0.238 49 9 22 11 32 38 42 30
84 Sergipe SE 0.226 18 4 6 5 14 17 15 97
85 São Luiz RS 0.219 18 4 6 4 18 17 14 95
86 CS Alagoano 0.214 46 10 16 16 34 44 42 37
87 U.R.T. MG 0.213 17 4 5 6 14 27 15 102
88 Nova Iguaçu RJ 0.197 21 5 6 4 13 14 15 93
89 Ponte Preta 0.189 49 12 13 14 34 37 39 29
90 Brasil de Pelotas 0.187 17 4 5 11 19 30 20 100
91 Castanhal PA 0.183 18 4 6 5 17 16 15 96
92 Clube de Regatas Brasil 0.182 50 13 11 15 35 44 39 28
93 Londrina 0.179 53 14 11 14 36 39 39 23
94 Chapecoense 0.175 45 11 12 16 39 42 39 38
95 Ferroviário CE 0.173 16 5 1 14 16 29 20 106
96 São Raimundo AM 0.167 25 6 7 4 22 18 17 76
97 Anápolis FC GO 0.163 26 7 5 4 20 19 16 74
98 São Raimundo RR 0.158 25 6 7 4 28 25 17 77
99 Grêmio Novorizontino 0.156 44 11 11 17 44 50 39 39
100 CSE AL 0.155 14 3 5 6 19 22 14 112
101 Ferroviária SP 0.145 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 0.135 16 4 4 8 13 27 16 107
104 4 de Julho PI 0.130 13 2 7 5 13 19 14 114
105 Operário MT 0.121 22 6 4 7 11 16 17 89
106 Cianorte PR 0.116 14 3 5 6 14 15 14 111
107 Brusque 0.114 34 8 10 20 21 38 38 55
108 Operário Ferroviário 0.112 34 7 13 19 32 55 39 56
109 Porto Velho EC RO 0.105 21 6 3 6 29 22 15 90
110 Santo André 0.105 15 4 3 7 12 13 14 109
111 Costa Rica MS 0.103 22 6 4 7 15 18 17 87
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 0.082 15 3 6 5 12 12 14 108
116 Náutico 0.074 30 8 6 25 32 66 39 65
117 Pérolas Negras RJ 0.073 8 1 5 8 9 23 14 118
118 Grêmio Anápolis GO 0.067 15 3 6 6 12 14 15 110
119 Tuntum MA 0.045 3 1 0 1 4 5 2 125
120 Caldense MG 0.043 5 1 2 11 8 20 14 121
121 Próspera SC 0.042 6 1 3 10 9 20 14 120
122 Trem AP 0.039 16 4 4 7 29 30 15 104
123 Humaitá AC 0.038 7 1 4 10 13 34 15 119
124 Ação MT 0.020 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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