Tuesday, January 14, 2020 10:45:11 AM 87 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa 1 F 146.7 41.0 85 J 10000 Vodafone 6000 2 F 148.0 43.0 80 J 50000 DoCoMo 4000 3 F 150.0 46.0 86 40000 . 4 F 151.7 41.5 80 J 35000 . 5 F 152.0 35.0 77 J 60000 DoCoMo 2000 Tuesday, January 14, 2020 10:45:11 AM 88 The MEANS Procedure Variable N Mean Std Dev Minimum Maximum -------------------------------------------------------------------------- shintyou 122 167.7467213 8.6343843 146.7000000 185.0000000 taijyuu 122 59.0606557 10.6815478 35.0000000 100.0000000 kyoui 122 86.0606557 8.1876298 46.0000000 112.0000000 kodukai 118 55233.05 62255.25 0 350000.00 tsuuwa 45 7177.56 4753.40 350.0000000 25000.00 -------------------------------------------------------------------------- Tuesday, January 14, 2020 10:45:11 AM 89 The FASTCLUS Procedure Replace=FULL Radius=0 Maxclusters=2 Maxiter=1 Initial Seeds Cluster shintyou taijyuu kyoui ------------------------------------------------------------- 1 178.0000000 100.0000000 112.0000000 2 168.0000000 54.0000000 56.0000000 Criterion Based on Final Seeds = 7.3708 Cluster Summary Maximum Distance RMS Std from Seed Radius Nearest Cluster Frequency Deviation to Observation Exceeded Cluster ----------------------------------------------------------------------------- 1 37 6.5659 31.2304 2 2 85 7.4779 47.6495 1 Tuesday, January 14, 2020 10:45:11 AM 90 The FASTCLUS Procedure Replace=FULL Radius=0 Maxclusters=2 Maxiter=1 Cluster Summary Distance Between Cluster Cluster Centroids ----------------------------- 1 21.7461 2 21.7461 Statistics for Variables Variable Total STD Within STD R-Square RSQ/(1-RSQ) ------------------------------------------------------------------ shintyou 8.63438 7.34011 0.283299 0.395283 taijyuu 10.68155 7.63404 0.493434 0.974076 kyoui 8.18763 6.63872 0.348000 0.533741 OVER-ALL 9.23193 7.21638 0.394032 0.650252 Pseudo F Statistic = 78.03 Tuesday, January 14, 2020 10:45:11 AM 91 The FASTCLUS Procedure Replace=FULL Radius=0 Maxclusters=2 Maxiter=1 Approximate Expected Over-All R-Squared = 0.34407 Cubic Clustering Criterion = 2.219 WARNING: The two values above are invalid for correlated variables. Cluster Means Cluster shintyou taijyuu kyoui ------------------------------------------------------------- 1 174.6837838 70.3864865 93.3513514 2 164.7270588 54.1305882 82.8870588 Cluster Standard Deviations Cluster shintyou taijyuu kyoui ------------------------------------------------------------- 1 5.201950143 8.030018755 6.147340058 2 8.085177329 7.457898075 6.838507708 Tuesday, January 14, 2020 10:45:11 AM 92 Plot of shintyou*taijyuu. Symbol is value of CLUSTER. 200 + | | | | 1 | 2 1 1 1 180 + 2 2 2 1 1 | 222 112 1 11 1 | 221 1111 2 shintyou | 2 22222 111 1 1 | 2 222 222 1 | 22 22 2 21 160 + 2222 22 | 2 222222 2 | 2 2 22 2 | 2 | 22 | 140 + ---+------------+------------+------------+------------+-- 20 40 60 80 100 taijyuu NOTE: 46 obs hidden. Tuesday, January 14, 2020 10:45:11 AM 93 Plot of taijyuu*kyoui. Symbol is value of CLUSTER. 100 + 1 | | 1 | 1 | 2 | 1 1 75 + 1 1 | 1 11 11 1 | 2 1 211111 1 1 taijyuu | 2 2 221 1 1 | 22 22222 2 | 2 2 2 222 22 22 50 + 2 2 22 2 2 | 2 222 22 | 2 2 | | 2 | 25 + ---+-------------+-------------+-------------+-------------+-- 40 60 80 100 120 kyoui NOTE: 58 obs hidden. Tuesday, January 14, 2020 10:45:11 AM 94 Plot of kyoui*shintyou. Symbol is value of CLUSTER. kyoui | 125 + | | 1 | 1 100 + 1 1 1 | 2 11 11 11 1 11 1 1 | 2 2 2 2 2 22 22 222 22 122 221212 1 22 2 1 | 2 2 22222 222 22 222 2 2 21 2 75 + 22 2 2 2 2 2 2 2 | 2 2 | | 2 50 + | 2 | | 25 + | -+-------------+-------------+-------------+-------------+-------------+ 140 150 160 170 180 190 shintyou NOTE: 44 obs hidden. Tuesday, January 14, 2020 10:45:11 AM 95 Obs sex shintyou taijyuu kyoui jitaku kodukai carryer tsuuwa CLUSTER DISTANCE 1 F 146.7 41.0 85 J 10000 Vodafone 6000 2 24.5971 2 F 148.0 43.0 80 J 50000 DoCoMo 4000 2 22.6748 3 F 150.0 46.0 86 40000 . 2 19.1358 4 F 151.7 41.5 80 J 35000 . 2 20.8285 5 F 152.0 35.0 77 J 60000 DoCoMo 2000 2 26.2100 6 F 153.0 46.5 87 G 10000 . 2 16.5328 7 F 153.0 55.0 78 J 30000 . 2 14.5147 8 F 154.4 44.0 75 J 9000 au 2000 2 18.9920 9 F 155.0 48.0 83 G 180000 . 2 13.7659 10 F 156.0 42.0 85 J 0 DoCoMo 15000 2 17.3003 11 F 156.0 46.0 82 J 10000 Vodafone 7000 2 14.3665 12 F 156.0 48.0 70 J 30000 . 2 18.9739 13 F 156.0 49.0 85 J 25000 . 2 12.3970 14 F 156.0 50.0 82 J 40000 Vodafone 10000 2 11.9661 15 M 156.0 61.0 90 J 0 . 2 12.9700 16 F 156.5 45.0 80 G 60000 au 10000 2 15.1243 17 F 157.0 53.0 84 J 30000 . 2 9.6835 18 F 158.0 46.0 80 27500 Willcom 3000 2 13.4529 19 F 158.0 49.0 85 J 0 . 2 10.8043 20 F 158.0 50.0 85 J 30000 DoCoMo 10000 2 10.1947