Ranking football clubs by the dominant eigenvector of the normalized points-won matrix.
Brazil 2019
| ‹ 2018 | History | 2020 › |
|---|---|---|
| EP | Pts | W | D | L | GF | GA | GP | PR | ||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Flamengo | 11.532 | 98 | 30 | 8 | 4 | 90 | 39 | 42 | 1 |
| 2 | Santos | 5.572 | 87 | 26 | 9 | 11 | 78 | 39 | 46 | 2 |
| 3 | Palmeiras | 5.568 | 83 | 24 | 11 | 7 | 65 | 33 | 42 | 3 |
| 4 | Grêmio Porto Alegre | 5.155 | 76 | 22 | 10 | 12 | 71 | 42 | 44 | 5 |
| 5 | Athletico Paranaense | 4.460 | 79 | 22 | 13 | 11 | 59 | 37 | 46 | 4 |
| 6 | São Paulo | 3.852 | 63 | 17 | 12 | 11 | 39 | 32 | 40 | 12 |
| 7 | Corinthians | 3.468 | 66 | 17 | 15 | 14 | 53 | 43 | 46 | 11 |
| 8 | Internacional | 3.358 | 72 | 21 | 9 | 16 | 54 | 44 | 46 | 7 |
| 9 | Vasco da Gama | 2.763 | 62 | 16 | 14 | 14 | 49 | 52 | 44 | 14 |
| 10 | Fluminense | 2.682 | 61 | 16 | 13 | 17 | 53 | 51 | 46 | 15 |
| 11 | Bahia | 2.656 | 49 | 12 | 13 | 13 | 44 | 43 | 38 | 25 |
| 12 | Sport Recife | 2.467 | 68 | 17 | 17 | 4 | 49 | 29 | 38 | 9 |
| 13 | CA Bragantino | 2.361 | 75 | 22 | 9 | 7 | 64 | 27 | 38 | 6 |
| 14 | Atlético Goianiense | 2.354 | 69 | 17 | 18 | 7 | 50 | 33 | 42 | 8 |
| 15 | Goiás | 2.295 | 52 | 15 | 7 | 16 | 46 | 64 | 38 | 21 |
| 16 | Atlético Mineiro | 2.267 | 55 | 15 | 10 | 17 | 49 | 53 | 42 | 18 |
| 17 | Fortaleza | 2.100 | 54 | 15 | 9 | 16 | 50 | 50 | 40 | 19 |
| 18 | Coritiba | 1.918 | 66 | 18 | 12 | 8 | 48 | 34 | 38 | 10 |
| 19 | Paraná Clube | 1.605 | 60 | 15 | 15 | 10 | 40 | 36 | 40 | 16 |
| 20 | Cruzeiro | 1.492 | 41 | 8 | 17 | 19 | 33 | 55 | 44 | 33 |
| 21 | Bahia BA | 1.490 | 18 | 5 | 3 | 2 | 13 | 7 | 10 | 41 |
| 22 | América Mineiro | 1.449 | 62 | 17 | 11 | 12 | 43 | 36 | 40 | 13 |
| 23 | Botafogo | 1.423 | 50 | 15 | 5 | 22 | 38 | 48 | 42 | 24 |
| 24 | Ceará | 1.422 | 39 | 10 | 9 | 19 | 36 | 41 | 38 | 34 |
| 25 | Vila Nova GO | 1.245 | 7 | 1 | 4 | 1 | 6 | 5 | 6 | 46 |
| 26 | Chapecoense | 1.228 | 45 | 11 | 12 | 21 | 39 | 57 | 44 | 28 |
| 27 | Bragantino PA | 1.217 | 9 | 3 | 0 | 1 | 6 | 5 | 4 | 45 |
| 28 | Clube de Regatas Brasil | 1.177 | 55 | 15 | 10 | 13 | 44 | 43 | 38 | 17 |
| 29 | Cuiabá | 1.169 | 52 | 13 | 13 | 12 | 43 | 40 | 38 | 20 |
| 30 | Juventude | 1.085 | 13 | 3 | 4 | 1 | 6 | 6 | 8 | 42 |
| 31 | Operário Ferroviário | 1.006 | 50 | 13 | 11 | 14 | 32 | 41 | 38 | 23 |
| 32 | Botafogo SP | 0.988 | 50 | 13 | 11 | 14 | 38 | 38 | 38 | 22 |
| 33 | CS Alagoano | 0.985 | 32 | 8 | 8 | 22 | 24 | 58 | 38 | 39 |
| 34 | Ponte Preta | 0.943 | 47 | 11 | 14 | 14 | 41 | 41 | 39 | 26 |
| 35 | Guarani | 0.895 | 44 | 12 | 8 | 18 | 27 | 37 | 38 | 29 |
| 36 | Vitória | 0.887 | 45 | 11 | 12 | 15 | 42 | 48 | 38 | 27 |
| 37 | Figueirense | 0.841 | 41 | 7 | 20 | 11 | 31 | 38 | 38 | 31 |
| 38 | Oeste | 0.832 | 41 | 8 | 17 | 13 | 41 | 49 | 38 | 32 |
| 39 | Brasil de Pelotas | 0.817 | 44 | 11 | 11 | 16 | 31 | 47 | 38 | 30 |
| 40 | Avaí | 0.761 | 20 | 3 | 11 | 24 | 18 | 62 | 38 | 40 |
| 41 | Criciúma | 0.737 | 39 | 8 | 15 | 15 | 30 | 38 | 38 | 36 |
| 42 | Vila Nova | 0.736 | 39 | 7 | 18 | 13 | 27 | 40 | 38 | 37 |
| 43 | Londrina | 0.701 | 39 | 11 | 6 | 21 | 37 | 53 | 38 | 38 |
| 44 | Londrina PR | 0.650 | 11 | 3 | 2 | 1 | 10 | 10 | 6 | 43 |
| 45 | U.R.T. MG | 0.623 | 4 | 1 | 1 | 0 | 5 | 4 | 2 | 56 |
| 46 | São Bento SP | 0.565 | 39 | 10 | 9 | 19 | 46 | 54 | 38 | 35 |
| 47 | Ceará CE | 0.473 | 5 | 1 | 2 | 1 | 3 | 4 | 4 | 50 |
| 48 | Santa Cruz PE | 0.467 | 10 | 3 | 1 | 2 | 8 | 5 | 6 | 44 |
| 49 | ABC | 0.350 | 7 | 2 | 1 | 1 | 4 | 5 | 4 | 47 |
| 50 | Foz do Iguaçu PR | 0.315 | 4 | 1 | 1 | 0 | 1 | 0 | 2 | 57 |
| 51 | Manaus AM | 0.311 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 76 |
| 52 | Rio Branco AC | 0.248 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 72 |
| 53 | Moto Club MA | 0.233 | 4 | 1 | 1 | 0 | 4 | 2 | 2 | 54 |
| 53 | Náutico PE | 0.233 | 2 | 0 | 2 | 0 | 2 | 2 | 2 | 69 |
| 55 | CR Brasil AL | 0.186 | 3 | 0 | 3 | 1 | 2 | 3 | 4 | 64 |
| 56 | Ferroviário CE | 0.158 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 70 |
| 56 | Central PE | 0.158 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 74 |
| 58 | Juazeirense BA | 0.126 | 1 | 0 | 1 | 0 | 2 | 2 | 1 | 71 |
| 59 | Goiás GO | 0.124 | 4 | 1 | 1 | 0 | 3 | 1 | 2 | 55 |
| 60 | Botafogo PB | 0.122 | 5 | 1 | 2 | 1 | 9 | 8 | 4 | 49 |
| 61 | Imperatriz MA | 0.117 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 75 |
| 62 | Brusque SC | 0.107 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 73 |
| 63 | Aparecidense | 0.094 | 3 | 1 | 0 | 1 | 4 | 3 | 2 | 59 |
| 64 | Luverdense MT | 0.088 | 5 | 1 | 2 | 1 | 1 | 2 | 4 | 51 |
| 65 | Tombense MG | 0.081 | 4 | 1 | 1 | 0 | 5 | 2 | 2 | 53 |
| 66 | São Raimundo RR | 0.069 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 80 |
| 67 | Brasiliense DF | 0.062 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 77 |
| 68 | São José RS | 0.056 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 79 |
| 69 | Corumbaense MS | 0.029 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 78 |
| 70 | Osasco Sporting SP | 0 | 4 | 1 | 1 | 0 | 6 | 1 | 2 | 52 |
| 70 | Avaí SC | 0 | 6 | 2 | 0 | 2 | 8 | 5 | 4 | 48 |
| 70 | Figueirense SC | 0 | 3 | 1 | 0 | 1 | 2 | 2 | 2 | 60 |
| 70 | Mixto MT | 0 | 3 | 1 | 0 | 1 | 2 | 2 | 2 | 61 |
| 70 | Santa Cruz de Natal RN | 0 | 3 | 1 | 0 | 1 | 1 | 1 | 2 | 62 |
| 70 | Avenida RS | 0 | 3 | 1 | 0 | 1 | 3 | 4 | 2 | 63 |
| 70 | Serra ES | 0 | 3 | 1 | 0 | 1 | 1 | 2 | 2 | 65 |
| 70 | Atlético Cearense | 0 | 3 | 1 | 0 | 1 | 2 | 4 | 2 | 66 |
| 70 | Cuiabá MT | 0 | 3 | 1 | 0 | 1 | 1 | 3 | 2 | 67 |
| 70 | Ypiranga | 0 | 3 | 1 | 0 | 1 | 1 | 3 | 2 | 68 |
| 70 | Criciúma SC | 0 | 4 | 1 | 1 | 2 | 4 | 5 | 4 | 58 |
| 70 | Sobradinho DF | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 81 |
| 70 | Tubarão SC | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 82 |
| 70 | Brasil de Pelotas RS | 0 | 1 | 0 | 1 | 1 | 0 | 2 | 2 | 83 |
| 70 | América de Natal | 0 | 1 | 0 | 1 | 1 | 0 | 4 | 2 | 84 |
| 70 | Coritiba PR | 0 | 0 | 0 | 0 | 1 | 2 | 3 | 1 | 85 |
| 70 | Americano RJ | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 86 |
| 70 | Boavista RJ | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 87 |
| 70 | Sinop MT | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 88 |
| 70 | ASA AL | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 89 |
| 70 | Boa Esporte MG | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 90 |
| 70 | CSA AL | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 91 |
| 70 | Galvez AC | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 92 |
| 70 | Guarani SP | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 93 |
| 70 | Palmas TO | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 94 |
| 70 | Remo PA | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 95 |
| 70 | Tupi MG | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 96 |
| 70 | Votuporanguense SP | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 97 |
| 70 | Ypiranga SP | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 98 |
| 70 | Campinense | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 99 |
| 70 | Joinville SC | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 100 |
| 70 | São Raimundo PA | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 101 |
| 70 | Sergipe SE | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 102 |
| 70 | Vitória BA | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 1 | 103 |
| 70 | Itabaiana SE | 0 | 0 | 0 | 0 | 1 | 2 | 5 | 1 | 104 |
| 70 | Operário de Campo Grande MS | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 1 | 105 |
| 70 | Paysandu | 0 | 0 | 0 | 0 | 2 | 1 | 4 | 2 | 106 |
| 70 | Real Ariquemes RO | 0 | 0 | 0 | 0 | 1 | 1 | 4 | 1 | 107 |
| 70 | Sampaio Corrêa MA | 0 | 0 | 0 | 0 | 2 | 0 | 3 | 2 | 108 |
| 70 | Sport Recife PE | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 | 109 |
| 70 | Fast Clube AM | 0 | 0 | 0 | 0 | 1 | 1 | 6 | 1 | 110 |
| 70 | River PI | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 1 | 111 |
| 70 | Altos | 0 | 0 | 0 | 0 | 1 | 1 | 7 | 1 | 112 |
EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.
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