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

UEFA Cup 2002-03

2001-02 2003-04

EP Pts W D L GF GA GP PR
1 Porto 22.969 26 8 2 3 29 10 13 1
2 Panathinaikos 16.406 20 6 2 2 15 9 10 5
3 RSC Anderlecht 13.125 16 5 1 2 14 8 8 10
4 Polonia Warszawa 6.562 9 3 0 1 7 7 4 37
4 Stabæk IF 6.562 7 2 1 1 7 3 4 44
6 SS Lazio 4.922 22 6 4 2 18 12 12 3
7 Denizlispor 3.281 11 3 2 3 9 12 8 22
7 RC Lens 3.281 3 1 0 1 1 3 2 89
9 Girondins Bordeaux 2.461 13 4 1 1 15 6 6 14
9 Ipswich Town 2.461 13 4 1 1 12 3 6 15
9 Slovan Liberec 2.461 10 3 1 2 7 6 6 26
9 Sturm Graz 2.461 9 3 0 3 11 10 6 34
13 Sparta Praha 1.641 9 3 0 1 5 2 4 32
13 Levski Sofia 1.641 7 2 1 1 6 3 4 47
13 Fenerbahçe 1.641 5 1 2 1 8 9 4 66
13 Livingston FC 1.641 5 1 2 1 7 9 4 68
17 Wisła Kraków 1.025 18 5 3 2 28 11 10 8
18 FC Lorient 0.820 3 1 0 1 3 3 2 79
18 Vaduz 0.820 2 0 2 0 1 1 2 95
18 Linfield FC 0.820 1 0 1 1 1 5 2 114
21 Crvena Zvezda 0.615 11 3 2 1 8 2 6 18
22 AIK Stockholm 0.410 7 2 1 1 9 7 4 49
22 Parma AC 0.410 7 2 1 1 7 8 4 52
22 FK Smederevo 0.410 4 1 1 2 3 3 4 70
25 Bangor City 0.205 3 1 0 1 1 2 2 85
25 Olympique Lyon 0.205 1 0 1 1 0 1 2 104
25 Brøndby IF 0.205 1 0 1 1 2 5 2 112
25 Skoda Xanthi 0.205 1 0 1 1 0 4 2 115
29 FC Schalke 04 0.154 11 3 2 1 13 8 6 19
30 CSKA Moskva 0.051 1 0 1 1 3 4 2 98
30 Chievo Verona 0.051 1 0 1 1 0 2 2 110
30 Glentoran Belfast 0.051 1 0 1 1 0 6 2 116
33 Legia Warszawa 0.026 7 2 1 1 9 5 4 43
34 Celtic FC 0 26 8 2 3 27 12 13 2
34 Málaga CF 0 21 6 3 1 9 4 10 4
34 VfB Stuttgart 0 19 6 1 1 17 8 8 6
34 Boavista 0 19 6 1 5 14 11 12 7
34 Hertha Berlin 0 17 5 2 1 11 4 8 9
34 Beşiktaş 0 15 4 3 3 17 10 10 11
34 Paris Saint-Germain 0 15 5 0 1 9 2 6 12
34 Real Betis 0 15 5 0 1 9 3 6 13
34 Slavia Praha 0 13 4 1 3 20 12 8 16
34 Liverpool FC 0 13 4 1 1 6 3 6 17
34 Fulham FC 0 11 3 2 1 9 5 6 20
34 Leeds United 0 11 3 2 1 8 4 6 21
34 Ferencvárosi TC 0 10 3 1 2 10 4 6 23
34 Djurgårdens IF 0 10 3 1 2 9 5 6 24
34 Celta Vigo 0 10 3 1 2 8 4 6 25
34 PAOK Saloniki 0 10 3 1 2 9 9 6 27
34 Zenit St. Petersburg 0 9 3 0 1 16 4 4 28
34 Amica Wronki 0 9 3 0 3 18 10 6 29
34 Servette Genève 0 9 3 0 1 9 4 4 30
34 Hapoel Tel Aviv 0 9 3 0 3 10 7 6 31
34 Maccabi Tel Aviv 0 9 3 0 1 6 4 4 33
34 Viktoria Žižkov 0 9 3 0 3 8 7 6 35
34 FC Kärnten 0 9 3 0 1 7 6 4 36
34 CSKA Sofia 0 8 2 2 0 9 5 4 38
34 Vitesse 0 8 2 2 2 7 7 6 39
34 Hajduk Split 0 7 2 1 1 13 3 4 40
34 NK Varteks 0 7 2 1 1 10 2 4 41
34 AEK Athen 0 7 2 1 1 8 2 4 42
34 FC København 0 7 2 1 1 8 5 4 45
34 CD Alavés 0 7 2 1 1 6 3 4 46
34 Rapid Bucureşti 0 7 2 1 1 6 3 4 48
34 Partizan 0 7 2 1 1 10 10 4 50
34 Leixões SC 0 7 2 1 1 7 8 4 51
34 National Bucureşti 0 7 2 1 3 6 7 6 53
34 FC Midtjylland 0 7 2 1 3 6 9 6 54
34 PFC Litex Lovech 0 6 2 0 2 9 4 4 55
34 Dinamo Zagreb 0 6 2 0 2 10 6 4 56
34 Dinamo Tbilisi 0 6 2 0 2 7 5 4 57
34 Široki Brijeg 0 6 2 0 2 5 5 4 58
34 Odense BK 0 6 2 0 2 3 3 4 59
34 Anorthosis Famagusta 0 6 2 0 4 9 10 6 60
34 FK Gomel 0 6 2 0 2 6 8 4 61
34 FK Suduva 0 6 2 0 2 7 14 4 62
34 Werder Bremen 0 5 1 2 1 14 7 4 63
34 Metalurg Zaporizhya 0 5 1 2 1 4 2 4 64
34 Aberdeen FC 0 5 1 2 1 1 1 4 65
34 Mouscron 0 5 1 2 1 7 9 4 67
34 Grasshoppers Zürich 0 4 1 1 2 6 6 4 69
34 FC Zimbru 0 4 1 1 2 6 7 4 71
34 Sigma Olomouc 0 4 1 1 0 5 6 2 72
34 Viking FK 0 4 1 1 2 6 8 4 73
34 APOEL Nikosia 0 4 1 1 2 3 6 4 74
34 Újpest FC 0 4 1 1 2 3 6 4 75
34 FK Matador Puchov 0 4 1 1 2 3 10 4 76
34 Austria Wien 0 3 1 0 3 5 5 4 77
34 Iraklis Saloniki 0 3 1 0 1 5 5 2 78
34 Rangers FC 0 3 1 0 1 3 3 2 80
34 Chelsea FC 0 3 1 0 1 4 5 2 81
34 CS Grevenmacher 0 3 1 0 1 2 3 2 82
34 FK Pobeda 0 3 1 0 1 2 3 2 83
34 sc Heerenveen 0 3 1 0 1 2 3 2 84
34 MyPa Myllykoski 0 3 1 0 1 1 2 2 86
34 AJ Auxerre 0 3 1 0 3 2 4 4 87
34 FC Lugano 0 3 1 0 1 1 3 2 88
34 FK Zvartnots AAL 0 3 1 0 1 3 6 2 90
34 AEL Limassol 0 3 1 0 1 2 5 2 91
34 Shakhtar Donetsk 0 3 1 0 1 2 5 2 92
34 NK Primorje 0 3 1 0 3 7 11 4 93
34 FK Ventspils 0 3 1 0 3 5 9 4 94
34 Blackburn Rovers 0 2 0 2 2 4 7 4 96
34 FK Sarajevo 0 2 0 2 2 8 12 4 97
34 FK Belasica 0 1 0 1 1 3 4 2 99
34 KF Tiranë 0 1 0 1 1 2 3 2 100
34 KÍ Klaksvík 0 1 0 1 1 2 3 2 101
34 Željezničar Sarajevo 0 1 0 1 1 0 1 2 102
34 Nistru Otaci 0 1 0 1 1 0 1 2 103
34 Sporting CP 0 1 0 1 1 4 6 2 105
34 IFK Göteborg 0 1 0 1 1 3 5 2 106
34 Fylkir Reykjavík 0 1 0 1 1 2 4 2 107
34 Dynamo Kyiv 0 1 0 1 1 1 3 2 108
34 Grazer AK 0 1 0 1 1 1 3 2 109
34 FK Atyrau 0 1 0 1 1 0 2 2 111
34 Birkirkara FC 0 1 0 1 1 0 3 2 113
34 Metalurh Donetsk 0 1 0 1 1 2 10 2 117
34 SK Brann 0 0 0 0 2 4 6 2 118
34 Club Brugge KV 0 0 0 0 2 1 3 2 119
34 FK Liepājas Metalurgs 0 0 0 0 2 2 6 2 120
34 Dinamo Minsk 0 0 0 0 2 1 5 2 121
34 FC TVMK 0 0 0 0 2 1 5 2 122
34 FK Partizani 0 0 0 0 2 1 5 2 123
34 ÍB Vestmannaeyja 0 0 0 0 2 1 5 2 124
34 Koba Senec 0 0 0 0 2 1 5 2 125
34 MKE Ankaragücü 0 0 0 0 2 1 5 2 126
34 ND HIT Gorica 0 0 0 0 2 1 5 2 127
34 Shamrock Rovers 0 0 0 0 2 1 5 2 128
34 Sliema Wanderers 0 0 0 0 2 1 5 2 129
34 Levadia Maardu 0 0 0 0 2 0 4 2 130
34 Utrecht 0 0 0 0 2 2 7 2 131
34 Lokomotiv Tbilisi 0 0 0 0 2 2 7 2 132
34 FC Domagnano 0 0 0 0 2 0 5 2 133
34 HJK Helsinki 0 0 0 0 2 0 5 2 134
34 Kairat Almaty 0 0 0 0 2 0 5 2 135
34 Kocaelispor 0 0 0 0 2 0 5 2 136
34 Spartak Yerevan 0 0 0 0 2 0 5 2 137
34 FK Atlantas 0 0 0 0 2 1 8 2 138
34 Maccabi Haifa 0 0 0 0 2 1 8 2 139
34 Avenir Beggen 0 0 0 0 2 1 9 2 140
34 Zalaegerszegi TE 0 0 0 0 2 1 9 2 141
34 Dundalk FC 0 0 0 0 2 0 9 2 142
34 TNS Llansantffraid 0 0 0 0 2 2 12 2 143
34 GÍ Gøta 0 0 0 0 2 0 11 2 144
34 FC Encamp 0 0 0 0 2 0 13 2 145

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

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Matches decided on penalties are treated as ties.