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

England 1902-03

1901-02 1903-04

EP Pts W D L GF GA GP PR
1 Aston Villa 7.699 47 22 3 13 72 47 38 4
2 Sheffield Wednesday 6.808 43 19 5 12 54 37 36 7
3 Derby County 6.336 43 20 3 16 60 54 39 8
4 Sheffield United 5.960 41 18 5 13 61 46 36 10
5 Bury 5.807 45 21 3 15 66 43 39 5
6 Sunderland 5.740 41 16 9 10 52 40 35 11
7 Stoke City 5.218 42 17 8 13 51 43 38 9
8 Liverpool 5.155 38 17 4 14 69 51 35 14
9 Nottingham Forest 4.953 39 15 9 14 55 52 38 13
10 West Bromwich Albion 4.674 37 16 5 15 54 55 36 17
11 Everton 4.173 36 15 6 16 53 49 37 19
12 Wolverhampton Wanderers 3.903 33 14 5 16 48 58 35 22
13 Notts County 3.893 37 14 9 16 47 53 39 18
14 Newcastle United 3.793 32 14 4 17 42 53 35 24
15 Middlesbrough 3.648 32 14 4 16 41 50 34 23
16 Blackburn Rovers 3.142 32 13 6 18 45 65 37 25
17 Grimsby Town 2.464 27 9 9 18 45 65 36 32
18 Manchester City 1.813 54 25 4 6 96 32 35 1
19 Bolton Wanderers 1.788 19 8 3 24 37 78 35 36
20 Small Heath 1.580 51 24 3 8 75 38 35 2
21 Manchester United 1.388 40 16 8 12 56 42 36 12
22 Bristol City 1.260 44 18 8 10 64 39 36 6
23 Woolwich Arsenal 1.184 48 20 8 7 67 33 35 3
24 Millwall 1.000 6 3 0 1 8 4 4 37
25 Preston North End 0.745 38 14 10 12 60 45 36 15
26 Chesterfield 0.651 37 14 9 11 67 40 34 16
27 Tottenham Hotspur 0.627 5 2 1 1 5 3 4 38
28 Barnsley 0.565 36 14 8 14 58 55 36 20
29 Burslem Port Vale 0.522 34 13 8 13 57 62 34 21
30 Lincoln City 0.512 30 12 6 17 46 55 35 26
31 Gainsborough Trinity 0.432 29 11 7 16 41 59 34 28
32 Blackpool 0.413 28 9 10 15 44 59 34 30
33 Burton United 0.395 29 11 7 16 39 59 34 29
34 Leicester Fosse 0.378 28 10 8 16 41 65 34 31
35 Glossop North End 0.362 29 11 7 17 45 60 35 27
36 Doncaster Rovers 0.323 25 9 7 18 35 72 34 33
37 Burnley 0.266 20 6 8 20 30 77 34 35
38 Stockport County 0.233 20 7 6 21 38 74 34 34
39 Southampton 0.108 2 0 2 1 3 4 3 39
40 Reading 0.092 1 0 1 1 3 6 2 40
41 Luton Town 0 0 0 0 1 0 3 1 41
41 Portsmouth 0 0 0 0 1 0 5 1 42

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.