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

Brazil 2019

2018 2020

EP Pts W D L GF GA GP PR
1 Flamengo RJ 13.217 98 30 8 4 90 39 42 1
2 Palmeiras 6.419 83 24 11 7 65 33 42 3
3 Santos FC 6.320 87 26 9 11 78 39 46 2
4 Grêmio Porto Alegre 5.357 76 22 10 12 71 42 44 5
5 Athletico Paranaense 5.114 79 22 13 11 59 37 46 4
6 São Paulo FC 4.462 63 17 12 11 39 32 40 13
7 Internacional 3.847 72 21 9 16 54 44 46 7
8 Corinthians SP 3.769 66 17 15 14 53 43 46 12
9 Bahia 3.487 67 17 16 15 57 50 48 10
10 Fluminense RJ 3.185 61 16 13 17 53 51 46 16
11 Vasco da Gama 3.173 62 16 14 14 49 52 44 15
12 Goiás 2.827 56 16 8 16 49 65 40 19
13 Atlético Mineiro 2.610 55 15 10 17 49 53 42 21
14 Fortaleza 2.381 54 15 9 16 50 50 40 22
15 Ceará 1.869 44 11 11 20 39 45 42 33
16 Atlético Goianiense 1.830 69 17 18 7 50 33 42 8
17 CA Bragantino 1.739 75 22 9 7 64 27 38 6
18 Cruzeiro 1.728 41 8 17 19 33 55 44 37
19 Botafogo RJ 1.657 50 15 5 22 38 48 42 25
20 Sport Recife 1.634 68 17 17 5 49 32 39 9
21 Chapecoense 1.539 45 11 12 21 39 57 44 31
22 Coritiba FC 1.263 66 18 12 9 50 37 39 11
23 CS Alagoano 1.113 32 8 8 23 24 59 39 39
24 Clube de Regatas Brasil 1.065 58 15 13 14 46 46 42 18
25 América Mineiro 1.057 62 17 11 12 43 36 40 14
26 Paraná Clube 1.035 60 15 15 10 40 36 40 17
27 Avaí 0.931 26 5 11 26 26 67 42 40
28 Vila Nova 0.916 46 8 22 14 33 45 44 28
29 Cuiabá 0.832 55 14 13 13 44 43 40 20
30 Londrina 0.818 50 14 8 22 47 63 44 26
31 Santa Cruz PE 0.803 10 3 1 2 8 5 6 42
32 ABC RN 0.790 7 2 1 1 4 5 4 44
33 Botafogo SP 0.740 50 13 11 14 38 38 38 23
34 Operário Ferroviário 0.737 50 13 11 14 32 41 38 24
35 Ponte Preta 0.675 47 11 14 14 41 41 39 27
36 Oeste 0.652 45 9 18 13 47 50 40 29
37 Moto Club MA 0.651 4 1 1 0 4 2 2 48
38 Figueirense 0.625 44 8 20 12 33 40 40 34
39 Vitória 0.624 45 11 12 16 42 50 39 30
40 Guarani 0.616 44 12 8 19 27 38 39 35
41 Juventude 0.614 13 3 4 1 6 6 8 41
42 Brasil de Pelotas 0.603 45 11 12 17 31 49 40 32
43 Tombense MG 0.550 4 1 1 0 5 2 2 47
44 Criciúma 0.525 43 9 16 17 34 43 42 36
45 São Bento SP 0.418 39 10 9 19 46 54 38 38
46 Náutico 0.402 2 0 2 0 2 2 2 58
47 Botafogo PB 0.334 5 1 2 1 9 8 4 45
48 U.R.T. MG 0.332 4 1 1 0 5 4 2 49
49 Bragantino PA 0.322 9 3 0 1 6 5 4 43
50 Luverdense MT 0.215 5 1 2 1 1 2 4 46
51 Imperatriz MA 0.201 1 0 1 0 1 1 1 64
52 Ferroviário CE 0.180 1 0 1 0 2 2 1 59
53 Foz do Iguaçu PR 0.178 4 1 1 0 1 0 2 50
54 Rio Branco AC 0.152 1 0 1 0 2 2 1 61
55 Juazeirense BA 0.151 1 0 1 0 2 2 1 60
56 Mixto MT 0.111 3 1 0 1 2 2 2 52
57 Central PE 0.089 1 0 1 0 1 1 1 63
58 Brusque SC 0.083 1 0 1 0 1 1 1 62
59 Corumbaense MS 0.072 1 0 1 0 0 0 1 67
60 São José RS 0.070 1 0 1 0 0 0 1 68
61 Aparecidense GO 0.068 3 1 0 1 4 3 2 51
62 Avenida RS 0.062 3 1 0 1 3 4 2 54
63 São Raimundo RR 0.050 1 0 1 0 0 0 1 69
64 Brasiliense DF 0.048 1 0 1 0 0 0 1 66
65 Manaus AM 0.040 1 0 1 0 1 1 1 65
66 Tubarão SC 0.029 1 0 1 0 0 0 1 71
67 Santa Cruz de Natal RN 0 3 1 0 1 1 1 2 53
67 Serra ES 0 3 1 0 1 1 2 2 55
67 Atlético Cearense CE 0 3 1 0 1 2 4 2 56
67 Ypiranga RS 0 3 1 0 1 1 3 2 57
67 Sobradinho DF 0 1 0 1 0 0 0 1 70
67 América RN 0 1 0 1 1 0 4 2 72
67 Americano RJ 0 0 0 0 1 1 2 1 73
67 Boavista RJ 0 0 0 0 1 1 2 1 74
67 Sinop MT 0 0 0 0 1 1 2 1 75
67 ASA AL 0 0 0 0 1 0 1 1 76
67 Boa Esporte MG 0 0 0 0 1 0 1 1 77
67 Galvez AC 0 0 0 0 1 0 1 1 78
67 Palmas TO 0 0 0 0 1 0 1 1 79
67 Remo PA 0 0 0 0 1 0 1 1 80
67 Tupi MG 0 0 0 0 1 0 1 1 81
67 Votuporanguense SP 0 0 0 0 1 0 1 1 82
67 Ypiranga SP 0 0 0 0 1 0 1 1 83
67 Campinense PB 0 0 0 0 1 0 2 1 84
67 Joinville SC 0 0 0 0 1 0 2 1 85
67 São Raimundo PA 0 0 0 0 1 0 2 1 86
67 Sergipe SE 0 0 0 0 1 0 2 1 87
67 Itabaiana SE 0 0 0 0 1 2 5 1 88
67 Operário MS 0 0 0 0 1 1 4 1 89
67 Paysandu PA 0 0 0 0 2 1 4 2 90
67 Real Ariquemes RO 0 0 0 0 1 1 4 1 91
67 Sampaio Corrêa 0 0 0 0 2 0 3 2 92
67 Fast Clube AM 0 0 0 0 1 1 6 1 93
67 River PI 0 0 0 0 1 0 5 1 94
67 Altos PI 0 0 0 0 1 1 7 1 95

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

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