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 7.298 47 22 3 13 72 47 38 4
2 Sheffield Wednesday 6.353 43 19 5 12 54 37 36 7
3 Derby County 6.034 43 20 3 16 60 54 39 9
4 Sheffield United 5.621 41 18 5 13 61 46 36 11
5 Bury 5.417 45 21 3 15 66 43 39 6
6 Sunderland 5.340 41 16 9 10 52 40 35 12
7 Stoke City 4.901 42 17 8 13 51 43 38 10
8 Liverpool 4.798 38 17 4 14 69 51 35 15
9 Nottingham Forest 4.665 39 15 9 14 55 52 38 14
10 West Bromwich Albion 4.376 37 16 5 15 54 55 36 18
11 Everton 3.932 36 15 6 16 53 49 37 20
12 Wolverhampton Wanderers 3.644 33 14 5 16 48 58 35 22
13 Notts County 3.637 37 14 9 16 47 53 39 19
14 Newcastle United 3.561 32 14 4 17 42 53 35 25
15 Middlesbrough 3.263 32 14 4 17 42 53 35 24
16 Blackburn Rovers 2.942 32 13 6 18 45 65 37 26
17 Manchester City 2.417 54 25 4 6 96 32 35 1
18 Grimsby Town 2.305 27 9 9 18 45 65 36 32
19 Bristol City 2.107 46 19 8 10 67 40 37 5
20 Birmingham City 2.105 51 24 3 8 75 38 35 3
21 Arsenal 1.688 51 21 9 7 73 34 37 2
22 Bolton Wanderers 1.664 19 8 3 24 37 78 35 36
23 Manchester United 1.626 43 17 9 12 60 44 38 8
24 Millwall 1.256 10 4 2 1 12 6 7 37
25 Preston North End 1.039 40 15 10 12 63 46 37 13
26 Chesterfield 0.871 37 14 9 11 67 40 34 17
27 Barnsley 0.810 38 15 8 14 62 55 37 16
28 Lincoln City 0.733 32 13 6 17 48 55 36 23
29 Port Vale 0.703 34 13 8 13 57 62 34 21
30 Tottenham Hotspur 0.690 5 2 1 1 5 3 4 38
31 Gainsborough Trinity 0.588 29 11 7 16 41 59 34 29
32 Blackpool 0.550 28 9 10 15 44 59 34 30
33 Glossop North End 0.510 31 12 7 17 47 61 36 27
34 Leicester City 0.504 28 10 8 16 41 65 34 31
35 Burton United 0.492 30 11 8 17 41 63 36 28
36 Doncaster Rovers 0.431 25 9 7 18 35 72 34 33
37 Burnley 0.350 20 6 8 21 30 78 35 35
38 Stockport County 0.298 20 7 6 21 38 74 34 34
39 Reading 0.225 3 1 1 1 4 6 3 39
40 Bristol Rovers 0.126 2 0 2 1 2 4 3 42
41 Southampton 0.101 2 0 2 1 3 4 3 41
42 Brentford 0.030 1 0 1 1 1 6 2 43
43 Luton Town 0 2 1 0 1 3 3 2 40
43 Gillingham 0 0 0 0 1 1 2 1 44
43 Bishop Auckland 0 0 0 0 1 1 3 1 45
43 West Ham United 0 0 0 0 1 0 2 1 46
43 Kidderminster Harriers 0 0 0 0 1 0 3 1 47
43 Swindon Town 0 0 0 0 1 0 4 1 48
43 Portsmouth 0 0 0 0 1 0 5 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.