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

England 1935-36

1934-35 1936-37

EP Pts W D L GF GA GP PR
1 Sunderland 3.600 57 25 7 12 111 78 44 12
2 Arsenal 3.350 58 21 16 13 97 54 50 9
3 Manchester United 3.206 59 23 13 9 88 46 45 7
4 Derby County 3.076 54 21 12 13 67 57 46 16
5 Sheffield United 3.047 64 25 14 11 91 55 50 5
6 Stoke City 2.618 53 22 9 16 64 59 47 21
7 Charlton Athletic 2.613 55 22 11 10 85 61 43 15
8 Chelsea 2.548 49 17 15 15 75 78 47 31
9 Leicester City 2.521 52 21 10 14 87 62 45 22
10 Huddersfield Town 2.509 50 19 12 13 60 57 44 28
11 Tottenham Hotspur 2.428 57 21 15 12 101 64 48 11
12 West Ham United 2.352 53 22 9 13 92 74 44 19
13 Middlesbrough 2.342 46 18 10 18 91 74 46 39
14 Brentford 2.308 46 17 12 14 81 61 43 38
15 Fulham 2.308 53 19 15 14 90 59 48 17
16 Preston North End 2.235 47 19 9 17 70 67 45 36
17 Plymouth Argyle 2.226 50 21 8 15 75 63 44 27
18 Manchester City 2.087 46 19 8 18 75 65 45 40
19 Leeds United 2.056 46 17 12 17 74 71 46 41
20 Newcastle United 1.986 52 22 8 17 97 87 47 25
21 Grimsby Town 1.968 48 21 6 21 79 78 48 34
22 Portsmouth 1.965 42 17 8 18 55 70 43 60
23 Bradford City 1.943 47 17 13 15 59 67 45 37
24 Birmingham City 1.811 42 15 12 17 64 68 44 57
25 Sheffield Wednesday 1.779 44 15 14 18 70 83 47 50
26 Blackpool 1.741 45 19 7 18 98 78 44 43
27 Liverpool 1.712 40 14 12 18 61 66 44 65
28 West Bromwich Albion 1.708 42 17 8 21 93 92 46 56
29 Bolton Wanderers 1.699 42 14 14 16 68 78 44 58
30 Wolverhampton Wanderers 1.653 41 15 11 18 79 80 44 61
31 Everton 1.595 39 13 13 17 90 92 43 70
32 Norwich City 1.537 44 17 10 17 74 69 44 44
33 Bradford Park Avenue 1.467 44 16 12 20 70 90 48 51
34 Aston Villa 1.461 35 13 9 21 81 111 43 81
35 Barnsley 1.335 40 15 10 22 66 90 47 68
36 Blackburn Rovers 1.297 36 13 10 22 58 100 45 80
37 Bury 1.285 40 14 12 18 71 89 44 67
38 Doncaster Rovers 1.281 37 14 9 20 52 73 43 78
39 Swansea City 1.276 39 15 9 19 67 77 43 71
40 Southampton 1.180 37 14 9 20 47 66 43 77
41 Port Vale 1.144 35 13 9 23 60 112 45 83
42 Burnley 1.130 38 12 14 18 51 61 44 72
43 Nottingham Forest 1.027 37 13 11 20 71 79 44 76
44 Luton Town 0.813 59 23 13 10 91 54 46 8
45 Coventry City 0.739 68 29 10 10 116 55 49 2
46 Reading 0.602 61 29 3 16 104 76 48 6
47 Hull City 0.548 20 5 10 28 47 113 43 88
48 Leyton Orient 0.544 46 19 8 22 64 72 49 42
49 Watford 0.517 56 23 10 15 94 66 48 14
50 Queens Park Rangers 0.492 53 22 9 13 86 58 44 18
51 Crystal Palace 0.469 57 26 5 17 108 84 48 13
52 Bournemouth 0.398 53 20 13 17 84 67 50 20
53 Tranmere Rovers 0.391 64 26 12 11 112 71 49 4
54 Brighton & Hove Albion 0.386 52 21 10 18 84 69 49 24
55 Chesterfield 0.384 69 27 15 8 104 47 50 1
56 Millwall 0.366 41 14 13 18 58 76 45 64
57 Notts County 0.360 49 18 13 17 73 66 48 30
58 Chester City 0.350 67 27 13 10 119 57 50 3
59 Southend United 0.337 43 16 11 21 77 71 48 52
60 Torquay United 0.335 43 17 9 19 66 71 45 53
61 Northampton Town 0.304 43 17 9 21 71 95 47 54
62 Bristol City 0.294 42 16 10 19 52 63 45 59
63 Lincoln City 0.287 57 24 9 13 98 57 46 10
64 Aldershot 0.286 41 14 13 18 54 64 45 63
65 Crewe Alexandra 0.286 52 21 10 16 90 86 47 26
66 Swindon Town 0.271 44 18 8 23 79 88 49 48
67 Gillingham 0.265 40 15 10 21 73 83 46 66
68 Bristol Rovers 0.256 43 16 11 21 80 107 48 55
69 Cardiff City 0.243 36 13 10 21 61 78 44 79
70 Stockport County 0.214 48 20 8 16 67 54 44 33
71 Oldham Athletic 0.191 52 21 10 17 103 86 48 23
72 Hartlepool United 0.189 49 17 15 17 68 73 49 32
73 Walsall 0.170 47 18 11 19 84 64 48 35
74 Rotherham United 0.170 44 17 10 19 73 71 46 45
75 Newport County 0.169 31 11 9 24 60 115 44 85
76 Accrington Stanley 0.160 44 18 8 19 71 81 45 49
77 Darlington 0.153 50 22 6 21 94 92 49 29
78 Gateshead 0.150 40 13 14 17 58 83 44 69
79 Exeter City 0.149 30 9 12 25 65 103 46 86
80 Carlisle United 0.146 44 16 12 18 68 74 46 47
81 Barrow 0.143 44 16 12 19 70 75 47 46
82 Halifax Town 0.132 41 16 9 22 64 69 47 62
83 Margate 0.131 4 2 0 1 7 5 3 92
84 Mansfield Town 0.129 38 14 10 21 84 100 45 73
85 York City 0.129 38 13 12 19 65 103 44 75
86 Wrexham 0.119 38 15 8 22 69 85 45 74
87 Rochdale 0.107 33 10 13 21 61 98 44 84
88 Southport 0.102 35 13 9 24 53 98 46 82
89 New Brighton 0.067 24 9 6 29 44 107 44 87
90 Scunthorpe United 0.040 3 1 1 1 7 9 3 95
91 Southall 0.037 4 2 0 1 12 5 3 89
92 Dartford 0.033 4 2 0 1 9 3 3 90
93 Burton Town 0.012 2 1 0 1 5 6 2 97
94 Scarborough 0.011 3 1 1 1 3 4 3 94
95 Workington 0.009 4 2 0 1 10 5 3 91
96 Walthamstow Avenue 0.006 1 0 1 1 2 9 2 103
97 Cheltenham Town 0.005 1 0 1 1 0 6 2 102
98 Folkestone 0 3 1 1 1 6 6 3 93
98 Stalybridge Celtic 0 2 1 0 1 4 1 2 96
98 Kidderminster Harriers 0 2 1 0 1 5 6 2 98
98 Gainsborough Trinity 0 2 1 0 1 3 5 2 99
98 Newport Isle of White 0 2 1 0 1 1 8 2 100
98 Romford 0 1 0 1 1 4 5 2 101
98 Dulwich Hamlet 0 0 0 0 1 2 3 1 104
98 Wigan Athletic 0 0 0 0 1 1 2 1 105
98 Yeovil Town 0 0 0 0 1 0 1 1 106
98 Boston United 0 0 0 0 1 2 4 1 107
98 Nunhead 0 0 0 0 1 2 4 1 108
98 Blyth Spartans 0 0 0 0 1 1 3 1 109
98 Darwen 0 0 0 0 1 0 2 1 110
98 Grantham 0 0 0 0 1 0 2 1 111
98 Bishop Auckland 0 0 0 0 1 1 4 1 112
98 Kells United 0 0 0 0 1 0 4 1 113
98 Corinthians 0 0 0 0 1 3 8 1 114
98 Ferryhill Athletic 0 0 0 0 1 1 6 1 115

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.