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

Brazil: Serie B 2021

2020 2022

EP Pts W D L GF GA GP PR
1 Goiás 8.755 65 17 14 7 48 31 38 2
2 Botafogo RJ 8.617 70 20 10 8 56 31 38 1
3 Avaí 7.180 64 18 10 10 44 35 38 4
4 Coritiba PR 6.888 64 18 10 10 49 35 38 3
5 Guarani 6.307 60 16 12 10 54 41 38 6
6 Clube de Regatas Brasil 5.991 60 16 12 10 47 39 38 7
7 CS Alagoano 5.882 62 18 8 12 48 33 38 5
8 Náutico 5.333 53 14 11 13 50 50 38 8
9 Vila Nova 5.283 51 12 15 11 35 36 38 9
10 Cruzeiro 4.894 48 10 18 10 42 44 38 12
11 Ponte Preta 4.522 49 12 13 13 39 40 38 10
12 Vasco da Gama RJ 4.315 49 13 10 15 43 52 38 11
13 Brusque 4.056 48 13 9 16 44 56 38 14
14 Operário Ferroviário 4.045 48 13 9 16 35 46 38 13
15 Sampaio Corrêa 3.885 47 12 11 15 41 42 38 15
16 Vitória 3.424 40 8 16 14 31 32 38 18
17 Remo PA 3.260 43 11 10 17 31 42 38 17
18 Londrina 3.217 44 11 11 16 31 41 38 16
19 Confiança 2.684 37 9 10 19 35 48 38 19
20 Brasil de Pelotas 1.462 23 4 11 23 23 52 38 20

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

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