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

England 1901-02

1900-01 1902-03

EP Pts W D L GF GA GP PR
1 Sunderland 7.963 46 20 6 10 51 36 36 4
2 Derby County 6.665 44 16 12 13 52 48 41 8
3 Sheffield United 6.641 47 18 11 14 66 55 43 3
4 Everton 6.604 42 17 8 11 55 39 36 9
5 Newcastle United 5.903 42 16 10 12 53 37 38 10
6 Southampton 5.548 11 4 3 1 17 11 8 37
7 Nottingham Forest 5.185 41 16 9 13 51 47 38 11
8 Bury 5.015 38 15 8 14 56 42 37 13
9 Blackburn Rovers 4.929 36 15 6 14 52 50 35 14
10 Aston Villa 4.379 35 13 9 14 45 44 36 17
11 Grimsby Town 4.298 33 13 7 16 45 63 36 22
12 Sheffield Wednesday 4.258 34 13 8 14 48 53 35 19
13 Wolverhampton Wanderers 4.077 32 13 6 16 46 59 35 25
14 Bolton Wanderers 3.998 34 13 8 15 54 58 36 18
15 Liverpool 3.982 35 11 13 13 47 44 37 16
16 Notts County 3.932 32 14 4 17 52 59 35 24
17 Stoke City 3.893 36 13 10 15 50 60 38 15
18 Birmingham City 3.548 30 11 8 16 48 47 35 27
19 Manchester City 3.250 32 12 8 18 47 63 38 26
20 Portsmouth 2.742 8 3 2 1 9 8 6 38
21 Reading 0.665 4 2 0 1 4 3 3 40
22 Tottenham Hotspur 0.555 2 0 2 1 4 5 3 43
23 West Bromwich Albion 0.309 55 25 5 5 83 34 35 1
24 Preston North End 0.253 44 18 8 11 74 37 37 7
25 Middlesbrough 0.225 52 23 6 7 91 26 36 2
26 Lincoln City 0.146 46 16 14 8 52 39 38 5
27 Arsenal 0.134 45 19 7 11 53 29 37 6
28 Bristol City 0.127 40 17 6 11 52 35 34 12
29 Doncaster Rovers 0.102 34 13 8 13 49 58 34 21
30 Glossop North End 0.091 34 11 12 13 38 43 36 20
31 Burton United 0.071 30 11 8 15 46 54 34 28
32 Port Vale 0.063 29 10 9 15 43 59 34 30
33 Blackpool 0.062 29 11 7 16 40 56 34 31
34 Burnley 0.062 32 11 10 15 44 48 36 23
35 Leicester City 0.058 29 12 5 18 38 57 35 32
36 Barnsley 0.056 30 12 6 16 51 63 34 29
37 Chesterfield 0.056 28 11 6 18 48 70 35 34
38 Manchester United 0.048 28 11 6 18 39 55 35 33
39 Gainsborough Trinity 0.036 19 4 11 19 30 80 34 36
40 Stockport County 0.035 23 8 7 19 36 72 34 35
41 Bristol Rovers 0.023 6 2 2 1 4 3 5 39
42 Walsall 0.010 4 2 0 1 3 5 3 41
43 Oxford City 0.003 1 0 1 1 0 4 2 46
44 Millwall 0.003 1 0 1 1 1 2 2 44
45 Luton Town 0.002 1 0 1 1 1 3 2 45
46 Northampton Town 0 2 1 0 1 4 3 2 42
46 Bishop Auckland 0 0 0 0 1 2 3 1 47
46 Gillingham 0 0 0 0 1 0 2 1 48
46 Darwen 0 0 0 0 1 1 4 1 49

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.