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

Brazil 2021

2020 2022

EP Pts W D L GF GA GP PR
1 Atlético Mineiro 9.702 111 35 6 7 89 40 48 1
2 Flamengo 6.358 91 27 10 10 89 43 47 2
3 Bragantino 4.118 65 17 14 11 62 52 42 11
4 Palmeiras 3.715 70 21 7 13 61 46 41 6
5 Fortaleza 3.711 78 23 9 16 59 56 48 3
6 Atlético Goianiense 3.658 64 16 16 12 43 41 44 13
7 Corinthians 3.135 62 16 14 12 44 39 42 15
8 América Mineiro 3.003 59 14 17 11 45 40 42 18
9 Santos 2.887 59 15 14 15 42 44 44 19
10 Ceará 2.699 51 11 18 11 40 42 40 31
11 Fluminense 2.686 60 17 9 18 46 45 44 17
12 Athletico Paranaense 2.596 65 18 11 19 55 57 48 12
13 Cuiabá 2.563 49 10 19 11 34 37 40 34
14 São Paulo 2.549 58 14 16 14 49 49 44 21
15 Bahia 2.476 58 16 10 18 57 56 44 20
16 Juventude 2.343 50 12 14 14 40 45 40 33
17 Internacional 2.184 51 13 12 15 46 45 40 30
18 Grêmio Porto Alegre 2.003 53 15 8 21 50 57 44 29
19 Sport Recife 1.376 38 9 11 19 26 40 39 43
20 Avaí 1.217 71 20 11 11 48 37 42 5
21 Botafogo 1.210 73 21 10 9 62 35 40 4
22 Clube de Regatas Brasil 1.159 69 19 12 13 54 46 44 8
23 Juazeirense BA 1.149 38 10 8 3 30 22 21 42
24 Goiás 1.142 65 17 14 8 49 34 39 10
25 ABC 1.110 63 18 9 9 56 36 36 14
26 Coritiba PR 1.014 70 20 10 12 53 40 42 7
27 Grêmio Novorizontino 0.986 39 12 3 3 24 10 18 40
28 CS Alagoano 0.928 66 19 9 12 54 35 40 9
29 Cruzeiro 0.902 55 12 19 11 47 48 42 25
30 Guarani 0.901 60 16 12 10 54 41 38 16
31 Vila Nova 0.901 55 13 16 13 39 39 42 24
32 Criciúma 0.890 37 10 7 7 24 23 24 45
33 Chapecoense 0.840 18 2 12 26 30 71 40 98
34 Vitória 0.779 58 13 19 18 41 44 50 22
35 Náutico 0.744 53 14 11 13 50 50 38 27
36 Ponte Preta 0.738 53 13 14 13 42 42 40 28
37 Vasco da Gama RJ 0.732 57 15 12 17 49 59 44 23
38 Operário Ferroviário 0.594 51 14 9 17 39 49 40 32
39 Ferroviária SP 0.589 42 12 6 1 29 8 19 39
40 Ituano SP 0.578 33 9 6 3 22 16 18 54
41 Aparecidense 0.569 53 15 8 7 39 25 30 26
42 Retrô PE 0.564 25 5 10 3 22 19 18 78
43 Brusque 0.546 48 13 9 17 44 57 39 35
44 4 de Julho PI 0.541 35 10 5 7 27 26 22 50
45 Sampaio Corrêa 0.522 47 12 11 16 42 44 39 36
46 Sergipe SE 0.501 25 6 7 3 18 10 16 75
47 Remo PA 0.489 47 12 11 19 35 47 42 37
48 Figueirense 0.485 36 10 6 9 28 22 25 49
49 Ypiranga 0.461 33 9 6 5 27 18 20 53
50 Itabaiana SE 0.461 27 7 6 3 23 16 16 71
51 Londrina 0.449 44 11 11 16 31 41 38 38
52 América de Natal 0.445 37 10 7 5 35 24 22 44
53 Atlético Cearense 0.432 27 7 6 7 29 28 20 73
54 Botafogo SP 0.408 32 9 5 10 26 30 24 58
55 Volta Redonda 0.392 34 8 10 8 34 30 26 52
56 Campinense 0.381 39 10 9 5 35 26 24 41
57 Confiança 0.376 37 9 10 20 35 49 39 47
58 Uberlândia MG 0.355 32 8 8 4 27 19 20 56
59 Ferroviário CE 0.345 28 6 10 4 16 13 20 70
60 Mirassol 0.330 35 10 5 12 32 37 27 51
61 Cianorte PR 0.308 31 7 10 5 17 13 22 60
62 Boavista RJ 0.276 25 7 4 7 16 16 18 79
63 Paysandu 0.266 37 10 7 9 28 28 26 46
64 São José RS 0.248 23 6 5 7 22 22 18 83
65 Paragominas PA 0.246 32 9 5 4 31 23 18 55
66 Rio Branco VN ES 0.233 22 5 7 3 19 14 15 86
67 Tombense MG 0.223 28 6 10 4 23 16 20 67
68 Portuguesa 0.216 24 6 6 3 20 13 15 80
69 Santo André SP 0.215 24 7 3 5 17 13 15 81
70 Botafogo PB 0.214 27 6 9 3 17 11 18 72
71 Cascavel FC PR 0.211 31 8 7 3 29 23 18 59
72 Guarany de Sobral CE 0.210 32 10 2 7 28 25 19 57
73 Brasil de Pelotas 0.206 23 4 11 23 23 52 38 85
74 Boa Esporte MG 0.191 25 6 7 3 21 14 16 76
75 Caldense MG 0.188 25 7 4 6 29 23 17 77
76 Bahia de Feira BA 0.183 15 3 6 5 18 20 14 104
77 Bangu RJ 0.171 20 5 5 5 15 17 15 90
78 Manaus AM 0.168 29 8 5 7 26 30 20 65
79 Nova Mutum MT 0.168 29 8 5 4 19 14 17 64
80 Inter de Limeira SP 0.165 19 5 4 5 11 14 14 92
81 Atlético de Alagoinhas BA 0.162 18 4 6 5 15 20 15 96
82 Floresta 0.162 21 4 9 5 15 17 18 89
83 Sousa PB 0.161 16 4 4 6 16 18 14 100
84 Joinville SC 0.157 30 7 9 2 18 10 18 62
85 Treze PB 0.142 15 2 9 4 18 17 15 103
86 S.E.R. Caxias RS 0.142 28 7 7 6 20 17 20 69
87 Paraná Clube 0.135 16 4 4 11 17 22 19 101
88 Moto Club MA 0.134 27 8 3 8 26 30 19 74
89 Central PE 0.131 15 3 6 5 13 17 14 105
90 Jacuipense BA 0.131 18 3 9 6 13 21 18 97
91 Penarol AM 0.129 28 8 4 5 25 18 17 66
92 São Raimundo RR 0.123 30 8 6 3 30 15 17 61
93 Brasiliense DF 0.119 29 8 5 7 27 18 20 63
94 Castanhal PA 0.116 36 11 3 3 34 18 17 48
95 Altos 0.115 21 5 6 7 21 23 18 88
96 ASA AL 0.108 12 3 3 8 12 22 14 115
97 União Rondonópolis MT 0.104 28 8 4 7 24 21 19 68
98 Rio Branco ES 0.102 24 7 3 8 25 26 18 82
99 Imperatriz MA 0.102 17 3 8 3 14 17 14 99
100 São Bento SP 0.099 14 3 5 6 10 13 14 108
101 Madureira RJ 0.093 14 3 5 7 12 17 15 109
102 Palmas TO 0.091 18 5 3 7 19 18 15 93
103 Santa Cruz PE 0.085 15 3 6 11 15 20 20 106
104 Goianésia GO 0.083 21 5 6 4 17 17 15 87
105 Caucaia CE 0.077 9 2 3 9 20 51 14 117
106 Oeste 0.075 7 1 4 13 9 27 18 119
107 Marília SP 0.069 1 0 1 0 0 0 1 126
108 Juventude MA 0.063 14 3 5 7 13 23 15 110
109 Esportivo RS 0.061 19 4 7 7 17 19 18 91
110 Murici AL 0.055 6 1 3 11 14 32 15 123
111 Porto Velho EC RO 0.054 13 2 7 6 10 17 15 111
112 Juventus SC 0.047 18 4 6 4 12 11 14 94
113 Marcílio Dias SC 0.046 18 4 6 4 13 17 14 95
114 Tocantinópolis 0.038 10 2 4 9 19 31 15 116
115 Águia Negra MS 0.033 7 1 4 10 13 42 15 122
116 Fast Clube AM 0.030 15 3 6 5 21 20 14 102
117 Gama DF 0.030 12 2 6 7 14 20 15 114
118 Aimoré RS 0.027 12 3 3 8 15 18 14 113
119 Patrocinense MG 0.025 7 1 4 9 9 22 14 118
120 Ypiranga AP 0.022 13 3 4 8 13 26 15 112
121 Galvez AC 0.022 23 7 2 8 23 29 17 84
122 Luverdense MT 0.022 1 0 1 1 2 3 2 128
123 Jaraguá GO 0.016 5 1 2 12 7 32 15 124
124 Santa Cruz RS 0.014 1 0 1 0 0 0 1 127
125 GA Sampaio RR 0.012 15 4 3 9 17 30 16 107
126 Rio Branco PR 0.012 7 1 4 9 8 27 14 120
127 Atlético Acreano AC 0.004 7 2 1 12 14 36 15 121
128 Picos PI 0.001 3 1 0 2 1 3 3 125
129 Real Brasilia DF 0 0 0 0 1 0 2 1 129
129 Salgueiro PE 0 0 0 0 1 0 3 1 130
129 Real Ariquemes RO 0 0 0 0 2 1 5 2 131
129 Santana AP 0 0 0 0 2 1 5 2 132
129 Aquidauanense MS 0 0 0 0 2 1 6 2 133

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

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