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

England 1900-01

1899-00 1901-02

EP Pts W D L GF GA GP PR
1 Tottenham Hotspur 8.033 13 5 3 0 20 8 8 37
2 Liverpool 6.325 47 20 7 9 60 37 36 4
3 Sunderland 5.424 43 15 13 7 58 28 35 6
4 Notts County 4.867 42 19 4 13 58 49 36 9
5 Nottingham Forest 4.864 42 17 8 12 59 40 37 8
6 Sheffield United 4.185 41 16 9 16 51 60 41 11
7 Bury 4.115 41 17 7 12 55 39 36 10
8 Sheffield Wednesday 3.987 36 13 10 12 52 43 35 17
9 Newcastle United 3.947 38 14 10 11 43 40 35 16
10 Everton 3.884 39 17 5 14 58 45 36 13
11 Bolton Wanderers 3.300 35 14 7 15 40 56 36 20
12 Wolverhampton Wanderers 3.269 35 11 13 13 47 62 37 19
13 Reading 3.120 9 3 3 1 7 6 7 38
14 Aston Villa 3.003 39 13 13 15 56 57 41 14
15 Blackburn Rovers 2.994 33 12 9 14 39 49 35 23
16 Manchester City 2.926 32 13 6 16 48 59 35 25
17 Birmingham City 2.910 54 21 12 6 61 27 39 1
18 Preston North End 2.605 26 9 8 19 52 80 36 34
19 Derby County 2.564 31 12 7 16 55 43 35 26
20 Stoke City 2.488 30 12 6 19 49 60 37 29
21 Grimsby Town 2.254 49 20 9 6 60 34 35 2
22 West Bromwich Albion 2.168 28 10 8 20 38 66 38 31
23 Burnley 1.778 47 21 5 11 60 31 37 3
24 Middlesbrough 1.767 43 18 7 13 59 42 38 7
25 Arsenal 1.651 40 17 6 14 43 36 37 12
26 New Brighton Tower 1.518 44 18 8 10 61 44 36 5
27 Glossop North End 1.102 38 15 8 12 51 34 35 15
28 Manchester United 1.011 35 15 5 17 46 45 37 18
29 Leicester City 0.968 32 11 10 14 40 42 35 24
30 Lincoln City 0.945 33 13 7 14 43 39 34 21
31 Port Vale 0.901 33 11 11 13 46 50 35 22
32 Walsall 0.791 27 7 13 15 40 59 35 33
33 Gainsborough Trinity 0.766 30 10 10 14 45 60 34 30
34 Blackpool 0.734 31 12 7 15 33 58 34 28
35 Chesterfield 0.706 31 10 11 16 51 61 37 27
36 Barnsley 0.653 27 11 5 18 47 60 34 32
37 Stockport County 0.579 25 11 3 20 38 68 34 35
38 Burton United 0.439 20 8 4 22 34 66 34 36
39 Bristol City 0.390 2 0 2 1 2 3 3 40
40 Kettering Town 0.071 5 2 1 1 4 7 4 39
41 Bristol Rovers 0 2 1 0 1 2 3 2 41
41 Luton Town 0 0 0 0 1 1 2 1 42
41 Crewe Alexandra 0 0 0 0 1 0 1 1 43
41 West Ham United 0 0 0 0 1 0 1 1 44
41 Southampton 0 0 0 0 1 1 3 1 45
41 Darwen 0 0 0 0 1 0 2 1 46
41 Portsmouth 0 0 0 0 1 0 3 1 47
41 Millwall 0 0 0 0 1 0 5 1 48

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

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Includes league matches and play-offs from the top tiers of English football, the FA Cup (proper rounds), the League Cup, and the Community Shield. Matches decided on penalties are treated as ties.