18 groups 17:36 Thursday, October 11, 2007 12 The CLUSTER Procedure Centroid Hierarchical Cluster Analysis Root-Mean-Square Distance Between Observations = 0.387347 Cluster History Norm T Cent i NCL ------------------------Clusters Joined------------------------ FREQ SPRSQ RSQ PSF PST2 Dist e 54 Copenhagen Stockholm 2 0.0008 .999 22.4 . 0.2133 53 London New_York 2 0.0010 .998 20.5 . 0.2354 52 Jakarta Seoul 2 0.0011 .997 19.5 . 0.2481 51 Berlin Munich 2 0.0014 .996 18.0 . 0.2763 50 Caracas Santiago 2 0.0015 .994 17.2 . 0.282 49 Buenos_Aires CL50 3 0.0019 .992 15.9 1.3 0.2787 48 CL49 Sao_Paulo 4 0.0021 .990 14.9 1.2 0.2731 47 Budapest Prague 2 0.0016 .989 15.0 . 0.2936 46 CL52 Taipei 3 0.0023 .986 14.3 2.0 0.3039 45 CL46 Manila 4 0.0025 .984 13.7 1.5 0.301 44 CL48 Mexico_City 5 0.0030 .981 13.0 1.7 0.3185 43 Atlanta Minneapolis 2 0.0023 .978 13.0 . 0.3492 42 CL44 Zurich 6 0.0043 .974 12.0 2.0 0.3734 41 CL45 Kuala_Lumpur 5 0.0042 .970 11.3 2.1 0.3746 40 CL51 Osaka 3 0.0036 .966 11.1 2.5 0.3819 39 Amsterdam Toronto 2 0.0029 .964 11.1 . 0.3947 38 Dusseldorf Hamburg 2 0.0031 .960 11.1 . 0.4089 37 CL41 Shanghai 6 0.0052 .955 10.7 2.0 0.409 36 CL47 Warsaw 3 0.0044 .951 10.5 2.8 0.4219 35 CL43 Dallas 3 0.0045 .946 10.4 2.0 0.4268 34 Bangkok CL37 7 0.0063 .940 10.0 2.1 0.4471 33 Barcelona Madrid 2 0.0039 .936 10.1 . 0.4615 32 CL54 Johannesburg 3 0.0060 .930 9.9 7.2 0.4948 31 CL42 CL32 9 0.0167 .913 8.4 6.0 0.4754 30 CL39 CL31 11 0.0146 .899 7.6 3.4 0.4912 29 CL30 CL34 18 0.0373 .861 5.8 7.9 0.4851 28 Hong_Kong Singapore 2 0.0047 .857 6.0 . 0.5031 27 CL35 CL40 6 0.0144 .842 5.8 4.9 0.5097 26 CL27 Houston 7 0.0081 .834 5.8 1.5 0.5043 25 CL29 CL33 20 0.0178 .816 5.6 2.7 0.5162 24 CL26 Montreal 8 0.0088 .808 5.7 1.5 0.5223 23 CL24 Boston 9 0.0086 .799 5.8 1.4 0.5114 22 CL36 Istanbul 4 0.0076 .791 6.0 2.5 0.5225 21 CL25 Melbourne 21 0.0100 .781 6.1 1.4 0.5319 20 Frankfurt Paris 2 0.0054 .776 6.4 . 0.5408 19 CL20 Tokyo 3 0.0076 .768 6.6 1.4 0.5534 18 CL19 CL28 5 0.0138 .755 6.7 2.3 0.5571 17 CL23 CL38 11 0.0206 .734 6.6 3.4 0.5827 16 CL17 Rome 12 0.0114 .723 6.8 1.5 0.5799 15 CL21 Sydney 22 0.0125 .710 7.0 1.7 0.595 14 CL16 Geneva 13 0.0121 .698 7.3 1.5 0.596 13 CL15 CL22 26 0.0489 .649 6.5 6.9 0.6245 12 CL18 Milan 6 0.0123 .637 6.9 1.6 0.6309 11 CL13 Beijing 27 0.0142 .623 7.3 1.6 0.6313 10 CL11 CL14 40 0.1300 .493 4.9 14.8 0.6323 9 CL10 Chicago 41 0.0158 .477 5.2 1.3 0.6615 8 CL12 CL53 8 0.0267 .450 5.5 3.6 0.6927 7 CL9 Miami 42 0.0205 .430 6.0 1.7 0.7523 6 Brussels CL8 9 0.0193 .410 6.8 1.9 0.7654 5 CL7 San_Francisco 43 0.0234 .387 7.9 1.9 0.805 4 CL5 Moscow 44 0.0275 .359 9.5 2.2 0.8723 3 CL4 CL6 53 0.2708 .089 2.5 21.6 0.9893 2 CL3 Los_Angeles 54 0.0310 .058 3.2 1.8 0.9241 1 CL2 Washington_DC 55 0.0576 .000 . 3.2 1.2581 18 groups 17:36 Thursday, October 11, 2007 13 ----------------------------------------------------------- CLUSTER=1 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Amsterdam 3 3 1 1 3 1 1 1 1 1 1 1 0 0 3 3 2 2 1 0 0 1 1 2 0 0 0 0 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 38 CL21 Bangkok 1 1 1 2 2 1 1 0 1 1 1 3 0 0 1 1 2 2 1 3 0 0 1 1 0 0 1 1 1 1 3 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 39 CL21 Barcelona 1 1 1 1 2 1 1 1 1 1 1 0 0 0 2 3 1 3 0 0 0 0 0 3 1 1 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 33 CL21 Buenos_Aires 2 2 1 1 1 1 1 0 1 1 1 0 1 0 1 1 2 1 1 1 1 0 2 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 CL21 Caracas 2 1 2 1 1 1 1 1 1 1 1 0 2 0 0 1 1 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 CL21 Copenhagen 3 2 2 1 2 1 1 1 1 1 1 0 2 0 2 3 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL21 Jakarta 2 2 2 1 2 0 1 0 1 1 1 2 0 0 1 2 1 2 1 2 0 0 1 2 0 2 3 0 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 CL21 Johannesburg 3 3 2 1 2 0 1 0 1 1 1 0 2 0 1 1 2 0 1 2 1 0 2 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL21 Kuala_Lumpur 2 1 2 2 1 1 1 0 1 1 1 2 0 0 0 1 3 3 1 3 0 0 0 1 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL21 Madrid 2 2 2 1 3 1 1 1 1 1 1 1 2 1 3 3 2 3 0 0 0 0 3 3 1 3 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 52 CL21 Manila 1 1 1 1 2 1 1 0 1 1 1 1 0 0 2 1 2 1 1 2 0 0 1 1 0 0 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 CL21 Melbourne 3 3 1 1 2 1 0 0 1 1 0 2 1 1 2 3 2 2 2 1 0 0 2 0 1 0 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL21 Mexico_City 2 3 3 1 1 1 1 1 1 1 1 0 2 0 1 1 2 1 1 1 0 1 3 1 1 2 2 1 1 1 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 CL21 Santiago 1 2 2 1 3 1 1 0 1 0 1 0 2 0 1 2 2 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 CL21 Sao_Paulo 2 2 2 1 2 1 1 1 1 1 1 0 3 0 2 1 2 2 0 0 1 0 2 2 1 2 2 1 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 CL21 Seoul 2 2 2 1 3 0 1 0 1 1 1 2 0 0 1 2 2 2 1 2 0 0 2 3 0 0 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL21 Shanghai 1 1 1 1 2 0 1 0 1 1 0 3 0 0 0 1 2 0 1 3 0 0 1 3 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 27 CL21 Stockholm 3 3 2 1 1 1 1 1 1 1 1 0 2 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 1 0 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL21 Taipei 2 2 2 1 1 1 1 0 1 1 1 3 0 0 0 1 2 2 1 3 0 0 2 3 0 0 3 1 1 1 3 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 41 CL21 Toronto 3 3 3 2 3 1 1 1 1 1 1 1 1 2 3 3 2 2 1 0 0 1 2 2 1 0 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL21 Zurich 2 2 3 1 2 1 1 1 1 1 1 0 2 0 2 2 2 1 3 0 0 2 2 1 3 2 3 3 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL21 ----------------------------------------------------------- CLUSTER=2 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E London 3 3 3 3 3 1 1 1 1 1 1 3 2 3 3 3 3 3 3 3 3 1 3 3 3 3 3 3 1 1 3 3 3 3 3 1 1 1 1 2 0 1 1 1 1 1 97 CL53 New_York 3 3 3 2 3 1 1 1 1 1 1 3 3 3 1 3 3 3 3 3 2 2 3 3 3 3 3 3 1 1 3 3 3 3 3 3 3 3 0 3 1 2 3 1 1 1 105 CL53 ----------------------------------------------------------- CLUSTER=3 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Atlanta 3 3 2 2 2 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 18 CL23 Berlin 2 3 2 2 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 1 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 19 CL23 Boston 3 3 2 1 1 0 0 0 0 0 0 2 0 0 3 0 2 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 2 0 3 0 0 0 0 0 0 0 0 0 0 0 26 CL23 Dallas 3 2 3 1 2 0 0 0 0 1 0 0 0 2 2 0 2 0 0 0 0 0 2 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 2 0 0 0 29 CL23 Houston 2 2 2 1 1 0 0 0 0 1 0 0 0 0 0 0 2 0 1 0 0 0 2 1 1 0 1 1 1 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 24 CL23 Minneapolis 2 2 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 13 CL23 Montreal 3 2 3 2 1 1 1 0 0 1 0 0 1 2 3 1 2 1 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 CL23 Munich 2 2 3 2 1 0 0 0 0 0 0 0 0 0 1 2 0 2 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 CL23 Osaka 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 CL23 18 groups 17:36 Thursday, October 11, 2007 14 ----------------------------------------------------------- CLUSTER=4 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Budapest 1 2 1 1 1 0 1 1 1 1 1 1 2 0 1 1 1 1 0 0 0 0 0 2 0 0 2 1 1 1 2 2 0 0 0 0 0 0 1 0 0 1 0 1 1 0 33 CL22 Istanbul 1 1 1 1 1 0 1 1 1 1 1 2 1 0 2 3 2 0 0 0 1 0 0 1 0 0 2 0 1 1 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 30 CL22 Prague 1 1 1 1 1 0 1 1 1 1 1 0 2 0 2 3 2 1 0 0 3 0 1 1 0 0 2 1 1 0 1 2 0 0 0 0 0 0 1 0 0 2 0 1 1 0 37 CL22 Warsaw 1 1 2 1 1 0 1 1 0 1 1 0 1 0 3 1 1 1 0 0 3 0 1 1 0 0 1 1 1 0 3 3 0 0 0 0 0 0 2 0 1 0 0 1 1 0 36 CL22 ----------------------------------------------------------- CLUSTER=5 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Dusseldorf 3 3 3 2 3 1 1 1 0 0 0 3 0 0 3 3 2 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 33 CL38 Hamburg 2 3 3 2 1 1 1 1 0 1 0 0 0 0 1 3 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL38 ----------------------------------------------------------- CLUSTER=6 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Frankfurt 3 3 2 2 2 1 1 1 1 1 1 0 1 0 2 1 1 2 2 0 0 3 3 3 3 2 3 1 1 1 3 0 0 0 1 0 0 0 0 3 0 0 0 1 1 1 57 CL18 Hong_Kong 3 3 3 1 1 1 1 1 1 1 1 2 2 0 0 1 3 3 3 3 1 1 3 3 3 0 3 1 1 1 3 2 0 3 2 1 1 1 0 1 0 0 0 1 1 1 68 CL18 Paris 3 3 3 2 3 1 1 1 1 1 1 2 0 1 3 3 2 3 3 0 0 0 2 3 1 3 3 1 1 1 3 3 0 3 2 0 0 0 2 3 0 0 0 1 1 1 71 CL18 Singapore 2 2 1 1 2 1 1 1 1 1 1 3 2 0 2 1 3 3 2 3 1 1 3 3 3 0 3 3 1 0 3 2 0 1 1 0 0 0 0 0 0 0 0 1 1 1 61 CL18 Tokyo 3 3 3 2 3 1 1 0 1 1 1 0 2 1 0 1 2 3 1 2 1 1 2 3 3 3 3 3 1 1 3 3 0 1 1 0 0 1 0 1 0 0 1 1 1 1 66 CL18 ----------------------------------------------------------- CLUSTER=7 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Rome 1 1 3 2 2 0 1 0 0 1 0 0 0 0 1 0 1 2 0 0 0 0 1 1 1 0 0 0 1 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 24 Rome 18 groups 17:36 Thursday, October 11, 2007 15 ----------------------------------------------------------- CLUSTER=8 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Sydney 3 3 3 2 2 1 1 0 1 1 1 3 2 0 3 3 2 3 3 2 0 1 2 2 0 0 3 1 1 1 3 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 56 Sydney ----------------------------------------------------------- CLUSTER=9 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Geneva 1 2 1 1 2 1 1 0 0 0 0 0 1 0 0 0 2 2 2 0 0 1 1 2 0 0 2 1 1 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 27 Geneva ----------------------------------------------------------- CLUSTER=10 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Milan 2 3 3 2 3 1 1 1 0 1 1 1 3 1 3 2 1 2 1 0 1 1 2 3 1 3 2 1 1 0 3 0 0 0 0 0 0 3 0 0 0 0 0 1 1 1 56 Milan ----------------------------------------------------------- CLUSTER=11 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Beijing 1 1 1 1 2 0 1 0 1 1 1 3 0 0 1 1 1 1 1 1 0 0 2 1 0 0 1 1 1 0 2 0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 32 Beijing ----------------------------------------------------------- CLUSTER=12 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Chicago 3 3 3 2 2 0 0 0 0 1 1 0 1 2 0 1 2 2 1 0 0 0 2 1 0 0 1 1 1 1 3 0 0 0 3 0 0 0 0 3 0 0 2 0 0 0 42 Chicago 18 groups 17:36 Thursday, October 11, 2007 16 ----------------------------------------------------------- CLUSTER=13 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Miami 2 1 2 1 1 0 0 0 1 1 1 0 2 2 0 1 0 0 1 2 0 0 0 0 1 3 1 0 0 1 3 3 0 0 0 0 0 0 0 0 0 1 2 0 0 0 33 Miami ----------------------------------------------------------- CLUSTER=14 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Brussels 2 3 3 1 3 1 1 1 1 1 1 2 1 1 3 3 0 2 0 0 0 0 2 2 0 2 0 0 1 1 3 1 1 2 1 0 1 0 1 2 0 1 0 1 1 1 54 Brussels ----------------------------------------------------------- CLUSTER=15 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E San_Francisco 3 3 3 1 2 1 1 0 1 1 0 0 2 1 2 0 2 2 1 0 1 1 3 1 0 0 1 1 1 1 3 0 3 3 3 0 0 3 0 0 0 0 3 0 0 0 54 San_Francisco ----------------------------------------------------------- CLUSTER=16 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Moscow 2 1 1 2 2 0 1 1 1 1 0 1 1 0 1 1 2 1 1 0 3 0 1 1 3 2 0 0 1 0 3 2 2 2 1 0 0 0 1 0 0 0 0 1 1 1 45 Moscow ----------------------------------------------------------- CLUSTER=17 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Los_Angeles 3 2 2 2 2 1 1 0 1 1 1 3 1 3 0 2 2 0 3 2 0 0 3 1 1 0 1 1 1 1 0 3 3 2 3 3 0 3 1 3 0 0 3 0 0 0 65 Los_Angeles 18 groups 17:36 Thursday, October 11, 2007 17 ----------------------------------------------------------- CLUSTER=18 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Washington_DC 3 3 3 2 2 0 0 0 0 0 0 0 0 1 0 0 2 1 0 0 0 0 1 0 0 0 0 0 0 1 3 3 3 3 3 3 3 2 3 3 1 3 2 0 0 0 54 Washington_DC 11 groups 17:36 Thursday, October 11, 2007 18 ----------------------------------------------------------- CLUSTER=1 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Amsterdam 3 3 1 1 3 1 1 1 1 1 1 1 0 0 3 3 2 2 1 0 0 1 1 2 0 0 0 0 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 38 CL11 Bangkok 1 1 1 2 2 1 1 0 1 1 1 3 0 0 1 1 2 2 1 3 0 0 1 1 0 0 1 1 1 1 3 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 39 CL11 Barcelona 1 1 1 1 2 1 1 1 1 1 1 0 0 0 2 3 1 3 0 0 0 0 0 3 1 1 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 33 CL11 Beijing 1 1 1 1 2 0 1 0 1 1 1 3 0 0 1 1 1 1 1 1 0 0 2 1 0 0 1 1 1 0 2 0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 32 CL11 Budapest 1 2 1 1 1 0 1 1 1 1 1 1 2 0 1 1 1 1 0 0 0 0 0 2 0 0 2 1 1 1 2 2 0 0 0 0 0 0 1 0 0 1 0 1 1 0 33 CL11 Buenos_Aires 2 2 1 1 1 1 1 0 1 1 1 0 1 0 1 1 2 1 1 1 1 0 2 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 CL11 Caracas 2 1 2 1 1 1 1 1 1 1 1 0 2 0 0 1 1 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 CL11 Copenhagen 3 2 2 1 2 1 1 1 1 1 1 0 2 0 2 3 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL11 Istanbul 1 1 1 1 1 0 1 1 1 1 1 2 1 0 2 3 2 0 0 0 1 0 0 1 0 0 2 0 1 1 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 30 CL11 Jakarta 2 2 2 1 2 0 1 0 1 1 1 2 0 0 1 2 1 2 1 2 0 0 1 2 0 2 3 0 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 CL11 Johannesburg 3 3 2 1 2 0 1 0 1 1 1 0 2 0 1 1 2 0 1 2 1 0 2 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL11 Kuala_Lumpur 2 1 2 2 1 1 1 0 1 1 1 2 0 0 0 1 3 3 1 3 0 0 0 1 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL11 Madrid 2 2 2 1 3 1 1 1 1 1 1 1 2 1 3 3 2 3 0 0 0 0 3 3 1 3 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 52 CL11 Manila 1 1 1 1 2 1 1 0 1 1 1 1 0 0 2 1 2 1 1 2 0 0 1 1 0 0 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 CL11 Melbourne 3 3 1 1 2 1 0 0 1 1 0 2 1 1 2 3 2 2 2 1 0 0 2 0 1 0 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL11 Mexico_City 2 3 3 1 1 1 1 1 1 1 1 0 2 0 1 1 2 1 1 1 0 1 3 1 1 2 2 1 1 1 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 CL11 Prague 1 1 1 1 1 0 1 1 1 1 1 0 2 0 2 3 2 1 0 0 3 0 1 1 0 0 2 1 1 0 1 2 0 0 0 0 0 0 1 0 0 2 0 1 1 0 37 CL11 Santiago 1 2 2 1 3 1 1 0 1 0 1 0 2 0 1 2 2 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 CL11 Sao_Paulo 2 2 2 1 2 1 1 1 1 1 1 0 3 0 2 1 2 2 0 0 1 0 2 2 1 2 2 1 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 CL11 Seoul 2 2 2 1 3 0 1 0 1 1 1 2 0 0 1 2 2 2 1 2 0 0 2 3 0 0 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL11 Shanghai 1 1 1 1 2 0 1 0 1 1 0 3 0 0 0 1 2 0 1 3 0 0 1 3 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 27 CL11 Stockholm 3 3 2 1 1 1 1 1 1 1 1 0 2 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 1 0 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL11 Sydney 3 3 3 2 2 1 1 0 1 1 1 3 2 0 3 3 2 3 3 2 0 1 2 2 0 0 3 1 1 1 3 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 56 CL11 Taipei 2 2 2 1 1 1 1 0 1 1 1 3 0 0 0 1 2 2 1 3 0 0 2 3 0 0 3 1 1 1 3 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 41 CL11 Toronto 3 3 3 2 3 1 1 1 1 1 1 1 1 2 3 3 2 2 1 0 0 1 2 2 1 0 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL11 Warsaw 1 1 2 1 1 0 1 1 0 1 1 0 1 0 3 1 1 1 0 0 3 0 1 1 0 0 1 1 1 0 3 3 0 0 0 0 0 0 2 0 1 0 0 1 1 0 36 CL11 Zurich 2 2 3 1 2 1 1 1 1 1 1 0 2 0 2 2 2 1 3 0 0 2 2 1 3 2 3 3 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL11 ----------------------------------------------------------- CLUSTER=2 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E London 3 3 3 3 3 1 1 1 1 1 1 3 2 3 3 3 3 3 3 3 3 1 3 3 3 3 3 3 1 1 3 3 3 3 3 1 1 1 1 2 0 1 1 1 1 1 97 CL53 New_York 3 3 3 2 3 1 1 1 1 1 1 3 3 3 1 3 3 3 3 3 2 2 3 3 3 3 3 3 1 1 3 3 3 3 3 3 3 3 0 3 1 2 3 1 1 1 105 CL53 ----------------------------------------------------------- CLUSTER=3 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Atlanta 3 3 2 2 2 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 18 CL14 Berlin 2 3 2 2 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 1 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 19 CL14 Boston 3 3 2 1 1 0 0 0 0 0 0 2 0 0 3 0 2 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 2 0 3 0 0 0 0 0 0 0 0 0 0 0 26 CL14 Dallas 3 2 3 1 2 0 0 0 0 1 0 0 0 2 2 0 2 0 0 0 0 0 2 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 2 0 0 0 29 CL14 11 groups 17:36 Thursday, October 11, 2007 19 ----------------------------------------------------------- CLUSTER=3 ------------------------------------------------------------ (continued) C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Dusseldorf 3 3 3 2 3 1 1 1 0 0 0 3 0 0 3 3 2 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 33 CL14 Geneva 1 2 1 1 2 1 1 0 0 0 0 0 1 0 0 0 2 2 2 0 0 1 1 2 0 0 2 1 1 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 27 CL14 Hamburg 2 3 3 2 1 1 1 1 0 1 0 0 0 0 1 3 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL14 Houston 2 2 2 1 1 0 0 0 0 1 0 0 0 0 0 0 2 0 1 0 0 0 2 1 1 0 1 1 1 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 24 CL14 Minneapolis 2 2 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 13 CL14 Montreal 3 2 3 2 1 1 1 0 0 1 0 0 1 2 3 1 2 1 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 CL14 Munich 2 2 3 2 1 0 0 0 0 0 0 0 0 0 1 2 0 2 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 CL14 Osaka 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 CL14 Rome 1 1 3 2 2 0 1 0 0 1 0 0 0 0 1 0 1 2 0 0 0 0 1 1 1 0 0 0 1 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 24 CL14 ----------------------------------------------------------- CLUSTER=4 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Frankfurt 3 3 2 2 2 1 1 1 1 1 1 0 1 0 2 1 1 2 2 0 0 3 3 3 3 2 3 1 1 1 3 0 0 0 1 0 0 0 0 3 0 0 0 1 1 1 57 CL12 Hong_Kong 3 3 3 1 1 1 1 1 1 1 1 2 2 0 0 1 3 3 3 3 1 1 3 3 3 0 3 1 1 1 3 2 0 3 2 1 1 1 0 1 0 0 0 1 1 1 68 CL12 Milan 2 3 3 2 3 1 1 1 0 1 1 1 3 1 3 2 1 2 1 0 1 1 2 3 1 3 2 1 1 0 3 0 0 0 0 0 0 3 0 0 0 0 0 1 1 1 56 CL12 Paris 3 3 3 2 3 1 1 1 1 1 1 2 0 1 3 3 2 3 3 0 0 0 2 3 1 3 3 1 1 1 3 3 0 3 2 0 0 0 2 3 0 0 0 1 1 1 71 CL12 Singapore 2 2 1 1 2 1 1 1 1 1 1 3 2 0 2 1 3 3 2 3 1 1 3 3 3 0 3 3 1 0 3 2 0 1 1 0 0 0 0 0 0 0 0 1 1 1 61 CL12 Tokyo 3 3 3 2 3 1 1 0 1 1 1 0 2 1 0 1 2 3 1 2 1 1 2 3 3 3 3 3 1 1 3 3 0 1 1 0 0 1 0 1 0 0 1 1 1 1 66 CL12 ----------------------------------------------------------- CLUSTER=5 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Chicago 3 3 3 2 2 0 0 0 0 1 1 0 1 2 0 1 2 2 1 0 0 0 2 1 0 0 1 1 1 1 3 0 0 0 3 0 0 0 0 3 0 0 2 0 0 0 42 Chicago ----------------------------------------------------------- CLUSTER=6 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Miami 2 1 2 1 1 0 0 0 1 1 1 0 2 2 0 1 0 0 1 2 0 0 0 0 1 3 1 0 0 1 3 3 0 0 0 0 0 0 0 0 0 1 2 0 0 0 33 Miami 11 groups 17:36 Thursday, October 11, 2007 20 ----------------------------------------------------------- CLUSTER=7 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Brussels 2 3 3 1 3 1 1 1 1 1 1 2 1 1 3 3 0 2 0 0 0 0 2 2 0 2 0 0 1 1 3 1 1 2 1 0 1 0 1 2 0 1 0 1 1 1 54 Brussels ----------------------------------------------------------- CLUSTER=8 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E San_Francisco 3 3 3 1 2 1 1 0 1 1 0 0 2 1 2 0 2 2 1 0 1 1 3 1 0 0 1 1 1 1 3 0 3 3 3 0 0 3 0 0 0 0 3 0 0 0 54 San_Francisco ----------------------------------------------------------- CLUSTER=9 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Moscow 2 1 1 2 2 0 1 1 1 1 0 1 1 0 1 1 2 1 1 0 3 0 1 1 3 2 0 0 1 0 3 2 2 2 1 0 0 0 1 0 0 0 0 1 1 1 45 Moscow ----------------------------------------------------------- CLUSTER=10 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Los_Angeles 3 2 2 2 2 1 1 0 1 1 1 3 1 3 0 2 2 0 3 2 0 0 3 1 1 0 1 1 1 1 0 3 3 2 3 3 0 3 1 3 0 0 3 0 0 0 65 Los_Angeles ----------------------------------------------------------- CLUSTER=11 ----------------------------------------------------------- C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Washington_DC 3 3 3 2 2 0 0 0 0 0 0 0 0 1 0 0 2 1 0 0 0 0 1 0 0 0 0 0 0 1 3 3 3 3 3 3 3 2 3 3 1 3 2 0 0 0 54 Washington_DC 4 groups 17:36 Thursday, October 11, 2007 21 ----------------------------------------------------------- CLUSTER=1 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Amsterdam 3 3 1 1 3 1 1 1 1 1 1 1 0 0 3 3 2 2 1 0 0 1 1 2 0 0 0 0 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 38 CL4 Atlanta 3 3 2 2 2 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 18 CL4 Bangkok 1 1 1 2 2 1 1 0 1 1 1 3 0 0 1 1 2 2 1 3 0 0 1 1 0 0 1 1 1 1 3 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 39 CL4 Barcelona 1 1 1 1 2 1 1 1 1 1 1 0 0 0 2 3 1 3 0 0 0 0 0 3 1 1 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 33 CL4 Beijing 1 1 1 1 2 0 1 0 1 1 1 3 0 0 1 1 1 1 1 1 0 0 2 1 0 0 1 1 1 0 2 0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 32 CL4 Berlin 2 3 2 2 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 1 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 19 CL4 Boston 3 3 2 1 1 0 0 0 0 0 0 2 0 0 3 0 2 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 2 0 3 0 0 0 0 0 0 0 0 0 0 0 26 CL4 Budapest 1 2 1 1 1 0 1 1 1 1 1 1 2 0 1 1 1 1 0 0 0 0 0 2 0 0 2 1 1 1 2 2 0 0 0 0 0 0 1 0 0 1 0 1 1 0 33 CL4 Buenos_Aires 2 2 1 1 1 1 1 0 1 1 1 0 1 0 1 1 2 1 1 1 1 0 2 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 34 CL4 Caracas 2 1 2 1 1 1 1 1 1 1 1 0 2 0 0 1 1 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30 CL4 Chicago 3 3 3 2 2 0 0 0 0 1 1 0 1 2 0 1 2 2 1 0 0 0 2 1 0 0 1 1 1 1 3 0 0 0 3 0 0 0 0 3 0 0 2 0 0 0 42 CL4 Copenhagen 3 2 2 1 2 1 1 1 1 1 1 0 2 0 2 3 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL4 Dallas 3 2 3 1 2 0 0 0 0 1 0 0 0 2 2 0 2 0 0 0 0 0 2 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 2 0 0 0 29 CL4 Dusseldorf 3 3 3 2 3 1 1 1 0 0 0 3 0 0 3 3 2 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 33 CL4 Geneva 1 2 1 1 2 1 1 0 0 0 0 0 1 0 0 0 2 2 2 0 0 1 1 2 0 0 2 1 1 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 27 CL4 Hamburg 2 3 3 2 1 1 1 1 0 1 0 0 0 0 1 3 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 CL4 Houston 2 2 2 1 1 0 0 0 0 1 0 0 0 0 0 0 2 0 1 0 0 0 2 1 1 0 1 1 1 0 1 0 0 0 2 0 0 0 0 0 0 1 1 0 0 0 24 CL4 Istanbul 1 1 1 1 1 0 1 1 1 1 1 2 1 0 2 3 2 0 0 0 1 0 0 1 0 0 2 0 1 1 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 30 CL4 Jakarta 2 2 2 1 2 0 1 0 1 1 1 2 0 0 1 2 1 2 1 2 0 0 1 2 0 2 3 0 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 38 CL4 Johannesburg 3 3 2 1 2 0 1 0 1 1 1 0 2 0 1 1 2 0 1 2 1 0 2 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL4 Kuala_Lumpur 2 1 2 2 1 1 1 0 1 1 1 2 0 0 0 1 3 3 1 3 0 0 0 1 1 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL4 Madrid 2 2 2 1 3 1 1 1 1 1 1 1 2 1 3 3 2 3 0 0 0 0 3 3 1 3 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 52 CL4 Manila 1 1 1 1 2 1 1 0 1 1 1 1 0 0 2 1 2 1 1 2 0 0 1 1 0 0 2 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 CL4 Melbourne 3 3 1 1 2 1 0 0 1 1 0 2 1 1 2 3 2 2 2 1 0 0 2 0 1 0 0 0 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL4 Mexico_City 2 3 3 1 1 1 1 1 1 1 1 0 2 0 1 1 2 1 1 1 0 1 3 1 1 2 2 1 1 1 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 43 CL4 Miami 2 1 2 1 1 0 0 0 1 1 1 0 2 2 0 1 0 0 1 2 0 0 0 0 1 3 1 0 0 1 3 3 0 0 0 0 0 0 0 0 0 1 2 0 0 0 33 CL4 Minneapolis 2 2 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 13 CL4 Montreal 3 2 3 2 1 1 1 0 0 1 0 0 1 2 3 1 2 1 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 CL4 Moscow 2 1 1 2 2 0 1 1 1 1 0 1 1 0 1 1 2 1 1 0 3 0 1 1 3 2 0 0 1 0 3 2 2 2 1 0 0 0 1 0 0 0 0 1 1 1 45 CL4 Munich 2 2 3 2 1 0 0 0 0 0 0 0 0 0 1 2 0 2 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 CL4 Osaka 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 CL4 Prague 1 1 1 1 1 0 1 1 1 1 1 0 2 0 2 3 2 1 0 0 3 0 1 1 0 0 2 1 1 0 1 2 0 0 0 0 0 0 1 0 0 2 0 1 1 0 37 CL4 Rome 1 1 3 2 2 0 1 0 0 1 0 0 0 0 1 0 1 2 0 0 0 0 1 1 1 0 0 0 1 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 24 CL4 San_Francisco 3 3 3 1 2 1 1 0 1 1 0 0 2 1 2 0 2 2 1 0 1 1 3 1 0 0 1 1 1 1 3 0 3 3 3 0 0 3 0 0 0 0 3 0 0 0 54 CL4 Santiago 1 2 2 1 3 1 1 0 1 0 1 0 2 0 1 2 2 1 0 0 0 0 1 1 1 2 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 CL4 Sao_Paulo 2 2 2 1 2 1 1 1 1 1 1 0 3 0 2 1 2 2 0 0 1 0 2 2 1 2 2 1 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 CL4 Seoul 2 2 2 1 3 0 1 0 1 1 1 2 0 0 1 2 2 2 1 2 0 0 2 3 0 0 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 CL4 Shanghai 1 1 1 1 2 0 1 0 1 1 0 3 0 0 0 1 2 0 1 3 0 0 1 3 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 27 CL4 Stockholm 3 3 2 1 1 1 1 1 1 1 1 0 2 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 1 0 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 32 CL4 Sydney 3 3 3 2 2 1 1 0 1 1 1 3 2 0 3 3 2 3 3 2 0 1 2 2 0 0 3 1 1 1 3 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 56 CL4 Taipei 2 2 2 1 1 1 1 0 1 1 1 3 0 0 0 1 2 2 1 3 0 0 2 3 0 0 3 1 1 1 3 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 41 CL4 Toronto 3 3 3 2 3 1 1 1 1 1 1 1 1 2 3 3 2 2 1 0 0 1 2 2 1 0 1 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL4 Warsaw 1 1 2 1 1 0 1 1 0 1 1 0 1 0 3 1 1 1 0 0 3 0 1 1 0 0 1 1 1 0 3 3 0 0 0 0 0 0 2 0 1 0 0 1 1 0 36 CL4 Zurich 2 2 3 1 2 1 1 1 1 1 1 0 2 0 2 2 2 1 3 0 0 2 2 1 3 2 3 3 1 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 48 CL4 ----------------------------------------------------------- CLUSTER=2 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Brussels 2 3 3 1 3 1 1 1 1 1 1 2 1 1 3 3 0 2 0 0 0 0 2 2 0 2 0 0 1 1 3 1 1 2 1 0 1 0 1 2 0 1 0 1 1 1 54 CL6 Frankfurt 3 3 2 2 2 1 1 1 1 1 1 0 1 0 2 1 1 2 2 0 0 3 3 3 3 2 3 1 1 1 3 0 0 0 1 0 0 0 0 3 0 0 0 1 1 1 57 CL6 4 groups 17:36 Thursday, October 11, 2007 22 ----------------------------------------------------------- CLUSTER=2 ------------------------------------------------------------ (continued) C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Hong_Kong 3 3 3 1 1 1 1 1 1 1 1 2 2 0 0 1 3 3 3 3 1 1 3 3 3 0 3 1 1 1 3 2 0 3 2 1 1 1 0 1 0 0 0 1 1 1 68 CL6 London 3 3 3 3 3 1 1 1 1 1 1 3 2 3 3 3 3 3 3 3 3 1 3 3 3 3 3 3 1 1 3 3 3 3 3 1 1 1 1 2 0 1 1 1 1 1 97 CL6 Milan 2 3 3 2 3 1 1 1 0 1 1 1 3 1 3 2 1 2 1 0 1 1 2 3 1 3 2 1 1 0 3 0 0 0 0 0 0 3 0 0 0 0 0 1 1 1 56 CL6 New_York 3 3 3 2 3 1 1 1 1 1 1 3 3 3 1 3 3 3 3 3 2 2 3 3 3 3 3 3 1 1 3 3 3 3 3 3 3 3 0 3 1 2 3 1 1 1 105 CL6 Paris 3 3 3 2 3 1 1 1 1 1 1 2 0 1 3 3 2 3 3 0 0 0 2 3 1 3 3 1 1 1 3 3 0 3 2 0 0 0 2 3 0 0 0 1 1 1 71 CL6 Singapore 2 2 1 1 2 1 1 1 1 1 1 3 2 0 2 1 3 3 2 3 1 1 3 3 3 0 3 3 1 0 3 2 0 1 1 0 0 0 0 0 0 0 0 1 1 1 61 CL6 Tokyo 3 3 3 2 3 1 1 0 1 1 1 0 2 1 0 1 2 3 1 2 1 1 2 3 3 3 3 3 1 1 3 3 0 1 1 0 0 1 0 1 0 0 1 1 1 1 66 CL6 ----------------------------------------------------------- CLUSTER=3 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Los_Angeles 3 2 2 2 2 1 1 0 1 1 1 3 1 3 0 2 2 0 3 2 0 0 3 1 1 0 1 1 1 1 0 3 3 2 3 3 0 3 1 3 0 0 3 0 0 0 65 Los_Angeles ----------------------------------------------------------- CLUSTER=4 ------------------------------------------------------------ C L U t S c o N i t A t K C E A P G D L S T O D Y T P A H B N S C D M P C B B U A C B W L C S B D G H J M S W A C F a M y P L Y A W R M H S H M E R M U M S A W T R R O A S B T B B B M C L O K C W J H D C Q E O C F l E Washington_DC 3 3 3 2 2 0 0 0 0 0 0 0 0 1 0 0 2 1 0 0 0 0 1 0 0 0 0 0 0 1 3 3 3 3 3 3 3 2 3 3 1 3 2 0 0 0 54 Washington_DC