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

Brazil 2020

2019 2021

EP Pts W D L GF GA GP PR
1 Internacional 4.016 79 23 10 9 66 38 42 3
2 Flamengo 3.757 80 24 8 11 76 55 43 2
3 Atlético Mineiro 3.458 70 20 10 10 66 47 40 10
4 Fluminense 3.375 76 22 10 12 66 48 44 6
5 Palmeiras 3.119 78 21 15 10 66 41 46 4
6 Grêmio Porto Alegre 3.088 75 19 18 9 60 44 46 8
7 São Paulo 3.050 75 20 15 9 69 48 44 7
8 América Mineiro 3.044 93 25 18 7 56 32 50 1
9 Ceará 2.374 73 20 13 15 72 62 48 9
10 Chapecoense 2.354 77 21 14 5 44 21 40 5
11 Bragantino 2.156 53 13 14 13 51 44 40 22
12 Mirassol 2.138 50 15 5 4 49 15 24 28
13 Atlético Goianiense 2.064 60 15 15 16 49 53 46 16
14 Santos 1.947 55 14 13 13 52 52 40 20
15 Corinthians 1.777 52 13 13 14 46 47 40 26
16 Athletico Paranaense 1.574 53 15 8 18 40 43 41 23
17 Cuiabá 1.438 65 18 11 13 50 44 42 13
18 Fortaleza 1.401 43 10 13 17 39 49 40 42
19 Ferroviária SP 1.344 38 11 5 4 39 15 20 48
20 Juventude 1.338 68 18 14 14 57 48 46 12
21 Goiás 1.284 46 12 10 20 47 65 42 36
22 Vasco da Gama 1.258 49 12 13 19 41 60 44 30
23 Grêmio Novorizontino 1.216 45 13 6 4 31 14 23 37
24 Ponte Preta 1.189 68 19 11 14 64 55 44 11
25 Sport Recife 1.169 42 12 6 21 32 52 39 44
26 Operário Ferroviário 1.154 60 16 12 12 43 36 40 15
27 Bahia 1.136 44 12 8 19 48 60 39 40
28 Floresta 1.135 40 10 10 4 36 22 24 46
29 Brusque SC 1.125 50 14 8 8 42 41 30 29
30 Cruzeiro 1.112 58 14 16 12 43 38 42 18
31 Santa Cruz PE 1.051 47 13 8 5 41 24 26 34
32 Brasil de Pelotas 1.039 53 12 17 13 35 38 42 24
33 Figueirense 1.034 48 12 12 18 39 53 42 33
34 Botafogo 1.016 40 8 16 22 38 66 46 47
35 CS Alagoano 1.010 58 16 10 13 51 39 39 17
36 Vitória 0.996 52 12 16 14 51 51 42 25
37 Clube de Regatas Brasil 0.989 63 18 9 17 56 53 44 14
38 Avaí 0.957 55 16 7 16 45 51 39 21
39 Sampaio Corrêa 0.944 57 17 6 16 51 40 39 19
40 Brasiliense DF 0.943 44 13 5 3 43 18 21 38
41 Vila Nova 0.931 51 14 9 5 35 21 28 27
42 América de Natal 0.909 40 10 10 4 39 17 24 45
43 Coritiba 0.861 31 7 10 22 31 55 39 61
44 Altos 0.833 43 13 4 6 41 27 23 41
45 São Luiz RS 0.814 31 8 7 4 21 16 19 60
46 Náutico 0.782 48 11 15 14 38 43 40 31
47 Salgueiro PE 0.776 31 8 7 3 27 14 18 58
48 Guarani 0.770 48 13 9 16 41 48 38 32
49 Marcílio Dias SC 0.754 30 7 9 4 21 17 20 64
50 River PI 0.680 34 10 4 4 24 14 18 54
51 Confiança 0.650 46 12 10 16 38 46 38 35
52 Cabofriense RJ 0.644 26 7 5 4 27 19 16 74
53 S.E.R. Caxias RS 0.607 25 6 7 4 20 13 17 77
54 Paysandu 0.600 38 10 8 8 33 24 26 49
55 Londrina 0.597 38 10 8 7 27 23 25 51
56 Cascavel FC PR 0.595 27 8 3 5 25 19 16 68
57 Ypiranga 0.588 38 11 5 8 39 35 24 50
58 Goiânia GO 0.546 33 9 6 3 27 20 18 57
59 Paraná Clube 0.536 43 11 10 21 40 55 42 43
60 Oeste 0.531 31 7 10 23 30 62 40 62
61 Ituano SP 0.523 34 9 7 8 35 30 24 55
62 Remo PA 0.521 44 12 8 8 33 29 28 39
63 Portuguesa RJ 0.518 23 6 5 3 21 11 14 84
64 Aparecidense 0.515 35 10 5 5 44 22 20 52
65 Manaus AM 0.498 29 7 8 5 20 19 20 67
66 São José RS 0.497 27 7 6 9 18 26 22 72
67 Botafogo SP 0.473 34 8 10 20 26 39 38 56
68 Tombense MG 0.441 27 7 6 5 21 18 18 71
69 Joinville SC 0.404 20 5 5 4 17 11 14 95
70 Campinense 0.397 16 3 7 5 13 15 15 106
71 Globo RN 0.386 25 6 7 5 21 21 18 79
72 Goianésia GO 0.385 27 7 6 5 26 22 18 70
73 Pelotas RS 0.380 20 5 5 4 21 11 14 94
74 Bangu RJ 0.380 18 4 6 5 14 20 15 101
75 Moto Club MA 0.372 27 7 6 4 27 22 17 69
76 Gama DF 0.369 34 10 4 3 35 17 17 53
77 Volta Redonda 0.364 23 5 8 6 31 24 19 85
78 Coruripe AL 0.323 25 7 4 6 14 22 17 80
79 Afogados da Ingazeira PE 0.321 17 5 2 11 20 40 18 105
80 Jacuipense BA 0.317 24 6 6 6 19 21 18 83
81 XV de Piracicaba SP 0.316 4 1 1 0 2 1 2 121
82 São Raimundo RR 0.314 22 6 4 5 18 10 15 87
83 Real Noroeste ES 0.301 26 7 5 6 27 24 18 76
84 Águia Negra MS 0.290 22 6 4 6 24 33 16 89
85 Vitória da Conquista BA 0.288 25 7 4 5 28 28 16 78
86 Itabaiana SE 0.284 24 6 6 4 32 23 16 81
87 ABC 0.280 30 8 6 4 28 10 18 63
88 Ferroviário CE 0.256 23 6 5 7 27 22 18 86
89 Juventude MA 0.256 26 7 5 6 25 19 18 75
90 Central PE 0.251 21 4 9 1 19 10 14 90
91 Boa Esporte MG 0.250 17 2 11 7 19 25 20 102
92 Botafogo PB 0.239 21 4 9 7 19 19 20 92
93 Criciúma 0.229 19 4 7 8 21 29 19 99
94 São Bento SP 0.211 17 3 8 7 13 19 18 103
95 Atlético PB 0.208 16 5 1 8 17 21 14 107
96 Vitória ES 0.206 19 6 1 9 20 24 16 98
97 Galvez AC 0.199 29 8 5 6 29 26 19 66
98 Fast Clube AM 0.194 31 8 7 6 31 24 21 59
99 Treze PB 0.184 19 4 7 7 19 21 18 97
100 Potiguar de Mossoró RN 0.181 19 4 7 3 27 24 14 96
101 Operário MT 0.178 13 3 4 8 13 24 15 109
102 Guarany de Sobral CE 0.163 11 2 5 7 10 20 14 114
103 Atlético de Alagoinhas BA 0.158 26 7 5 5 29 20 17 73
104 Baré RO 0.151 19 5 4 7 19 27 16 100
105 Bragantino PA 0.150 29 8 5 4 31 19 17 65
106 Tupynambás MG 0.145 24 6 6 4 20 21 16 82
107 Santos AP 0.136 12 3 3 9 13 27 15 112
108 Bahia de Feira BA 0.099 21 6 3 7 25 20 16 91
109 Tocantinópolis 0.086 3 1 0 1 1 4 2 126
110 São Caetano SP 0.074 6 1 3 10 5 35 14 119
111 Lagarto SE 0.073 3 1 0 1 2 3 2 125
112 União Rondonópolis MT 0.070 11 3 2 10 18 31 15 115
113 Rio Branco AC 0.067 21 5 6 5 18 19 16 93
114 Tubarão SC 0.062 7 1 4 9 8 23 14 117
115 Ji-Paraná RO 0.054 22 6 4 6 20 23 16 88
116 Freipaulistano SE 0.053 11 2 5 8 13 17 15 113
117 Nacional PR 0.053 5 1 2 11 9 45 14 120
118 Vilhenense RO 0.048 12 2 6 7 16 23 15 110
119 Independente PA 0.046 17 5 2 8 22 33 15 104
120 Santo André SP 0.046 3 1 0 1 4 3 2 124
121 Sinop MT 0.045 7 2 1 11 9 27 14 118
122 Caldense MG 0.033 15 4 3 7 10 21 14 108
123 Imperatriz MA 0.033 2 0 2 17 10 60 19 127
124 Jacyobá AL 0.032 4 0 4 10 17 54 14 123
125 Villa Nova MG 0.027 12 3 3 8 11 23 14 111
126 Atlético Acreano AC 0.021 8 0 8 7 15 32 15 116
127 Toledo PR 0.015 4 1 1 13 12 42 15 122
128 Caucaia CE 0 0 0 0 1 1 2 1 128
128 Novo Hamburgo RS 0 0 0 0 1 1 2 1 129
128 Nacional AM 0 0 0 0 2 2 4 2 130
128 Luverdense MT 0 0 0 0 1 1 3 1 131
128 Boavista RJ 0 0 0 0 1 0 2 1 132
128 Barbalha CE 0 0 0 0 1 0 3 1 133
128 Ypiranga AP 0 0 0 0 2 0 4 2 134
128 Aquidauanense MS 0 0 0 0 3 2 7 3 135
128 Palmas TO 0 0 0 0 15 4 41 15 136

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

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