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

England 1899-00

1898-99 1900-01

EP Pts W D L GF GA GP PR
1 Aston Villa 10.566 57 24 9 7 88 40 40 2
2 Sheffield United 10.171 54 20 14 5 69 38 39 3
3 Bury 6.502 45 18 9 15 55 49 42 6
4 Sunderland 5.351 44 20 4 13 55 40 37 8
5 Wolverhampton Wanderers 4.974 40 15 10 11 49 39 36 12
6 Nottingham Forest 4.936 42 16 10 14 66 59 40 10
7 Southampton 4.489 9 4 1 1 12 6 6 36
8 Newcastle United 4.405 38 14 10 12 56 48 36 13
9 Derby County 4.304 37 14 9 13 47 48 36 16
10 Liverpool 4.018 37 15 7 16 52 48 38 15
11 Manchester City 3.765 35 13 9 14 51 48 36 21
12 Stoke City 3.462 35 13 9 14 37 46 36 22
13 Everton 3.424 33 13 7 15 47 52 35 25
14 West Bromwich Albion 3.295 36 13 10 16 54 57 39 19
15 Blackburn Rovers 3.149 34 14 6 18 55 63 38 23
16 Notts County 2.953 32 10 12 15 52 62 37 28
17 Millwall 2.810 9 3 3 1 7 5 7 37
18 Burnley 2.658 27 11 5 19 34 55 35 29
19 Preston North End 2.612 33 14 5 19 40 49 38 26
20 Sheffield Wednesday 2.098 57 26 5 6 86 25 37 1
21 Glossop North End 1.634 18 4 10 20 31 74 34 35
22 Bolton Wanderers 1.283 52 22 8 5 79 26 35 4
23 Birmingham City 0.916 46 20 6 8 78 38 34 5
24 Manchester United 0.793 44 20 4 10 63 27 34 7
25 Leicester City 0.697 43 17 9 9 53 37 35 9
26 Chesterfield 0.575 38 16 6 12 65 60 34 14
27 Grimsby Town 0.562 40 17 6 12 67 49 35 11
28 Walsall 0.476 33 12 9 15 52 62 36 27
29 New Brighton Tower 0.450 35 13 9 12 66 58 34 20
30 Lincoln City 0.444 36 14 8 12 47 43 34 18
31 Arsenal 0.418 36 16 4 14 61 43 34 17
32 Port Vale 0.374 34 14 6 14 39 50 34 24
33 Queens Park Rangers 0.332 3 1 1 1 2 3 3 39
34 Barnsley 0.240 23 8 7 19 46 79 34 33
35 Burton United 0.210 24 9 6 19 43 84 34 32
36 Gainsborough Trinity 0.206 25 9 7 18 47 75 34 30
37 Middlesbrough 0.192 24 8 8 18 39 69 34 31
38 Luton Town 0.104 18 5 8 21 40 75 34 34
39 Portsmouth 0.088 2 0 2 1 1 6 3 41
40 Loughborough 0.065 8 1 6 27 18 100 34 38
41 Bristol City 0 2 1 0 1 3 6 2 40
41 Reading 0 0 0 0 1 1 2 1 42
41 Stalybridge Rovers 0 0 0 0 1 1 2 1 43
41 Tottenham Hotspur 0 0 0 0 1 0 1 1 44
41 Jarrow 0 0 0 0 1 0 2 1 45
41 Chorley 0 0 0 0 1 0 6 1 46

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.