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

Scotland 1909-10

1908-09 1910-11

EP Pts W D L GF GA GP PR
1 Falkirk 15.946 77 23 8 5 74 31 36 2
2 Celtic 15.592 87 27 6 5 71 28 38 1
3 Rangers 8.977 69 21 6 9 75 38 36 4
4 Clyde 6.590 67 18 13 12 62 50 43 5
5 Dundee 6.322 70 19 13 12 65 49 44 3
6 Aberdeen 5.567 62 18 8 11 51 31 37 6
7 Hibernian 5.463 60 17 9 15 37 41 41 7
8 Airdrieonians 4.524 48 13 9 14 52 60 36 13
9 St Mirren 4.202 49 14 7 17 58 64 38 12
10 Heart of Midlothian 4.035 51 14 9 16 69 53 39 9
11 Third Lanark 3.848 51 14 9 14 65 47 37 8
12 Motherwell 3.521 50 14 8 15 64 63 37 11
13 Kilmarnock 3.418 45 12 9 15 53 61 36 16
14 Queen's Park 3.296 51 14 9 17 68 83 40 10
15 Partick Thistle 2.662 34 8 10 17 48 63 35 20
16 Morton 2.597 39 12 3 21 42 66 36 19
17 Hamilton Academical 2.516 40 11 7 18 50 69 36 17
18 Port Glasgow Ath 0.795 14 3 5 27 25 96 35 30
19 Beith 0.088 1 0 1 1 1 2 2 32
20 Kirkcaldy United 0.043 1 0 1 1 1 6 2 33
21 Raith Rovers 0 47 14 5 3 36 21 22 14
21 Leith Athletic 0 46 13 7 3 44 20 23 15
21 St Bernard's 0 39 12 3 7 43 31 22 18
21 Ayr FC 0 33 10 3 11 40 43 24 21
21 Dumbarton 0 32 9 5 9 45 40 23 22
21 Abercorn 0 29 7 8 7 38 40 22 23
21 Vale of Leven 0 29 8 5 9 36 38 22 24
21 East Stirlingshire 0 29 9 2 11 38 43 22 25
21 Albion Rovers 0 26 7 5 10 34 39 22 26
21 Cowdenbeath 0 24 7 3 12 22 34 22 27
21 Arthurlie 0 23 6 5 11 34 47 22 28
21 Ayr Parkhouse 0 15 4 3 15 27 43 22 29
21 East Fife 0 3 1 0 1 6 4 2 31
21 Alloa Athletic 0 0 0 0 1 2 3 1 34
21 Forfar Athletic 0 0 0 0 1 0 1 1 35
21 Hurlford 0 0 0 0 1 1 4 1 36
21 Bo'ness 0 0 0 0 1 0 3 1 37
21 Inverness Thistle 0 0 0 0 1 1 5 1 38
21 Bathgate 0 0 0 0 1 0 4 1 39
21 Douglas Wanderers 0 0 0 0 1 0 6 1 40
21 Elgin City 0 0 0 0 1 0 8 1 41

EigenPoints, Points, Wins, Draws, Losses, GoalsFor, GoalsAgainst, GamesPlayed, PointsRank.

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