2006 Full Vancouver Social Mosaic 19:50 Saturday, November 1, 2008 59 The FACTOR Procedure Initial Factor Method: Principal Components Prior Communality Estimates: ONE Eigenvalues of the Correlation Matrix: Total = 66 Average = 1 Eigenvalue Difference Proportion Cumulative 1 12.9943652 2.8206542 0.1969 0.1969 2 10.1737110 4.2431623 0.1541 0.3510 3 5.9305487 1.9418112 0.0899 0.4409 4 3.9887375 1.4409325 0.0604 0.5013 5 2.5478050 0.3578286 0.0386 0.5399 6 2.1899764 0.1958355 0.0332 0.5731 7 1.9941409 0.0765892 0.0302 0.6033 8 1.9175517 0.3102788 0.0291 0.6324 9 1.6072729 0.1110504 0.0244 0.6567 10 1.4962225 0.1657531 0.0227 0.6794 11 1.3304694 0.0735060 0.0202 0.6996 12 1.2569634 0.1548702 0.0190 0.7186 13 1.1020932 0.0956483 0.0167 0.7353 14 1.0064449 0.0255261 0.0152 0.7506 15 0.9809188 0.0379896 0.0149 0.7654 16 0.9429291 0.0558503 0.0143 0.7797 17 0.8870789 0.0533082 0.0134 0.7931 18 0.8337707 0.0660758 0.0126 0.8058 19 0.7676949 0.0304292 0.0116 0.8174 20 0.7372657 0.0329203 0.0112 0.8286 21 0.7043453 0.0487862 0.0107 0.8392 22 0.6555591 0.0175961 0.0099 0.8492 23 0.6379630 0.0248009 0.0097 0.8588 24 0.6131620 0.0363317 0.0093 0.8681 25 0.5768303 0.0288910 0.0087 0.8769 26 0.5479393 0.0385552 0.0083 0.8852 27 0.5093841 0.0257069 0.0077 0.8929 28 0.4836772 0.0405296 0.0073 0.9002 29 0.4431476 0.0123804 0.0067 0.9069 30 0.4307672 0.0087897 0.0065 0.9135 31 0.4219775 0.0191539 0.0064 0.9199 32 0.4028236 0.0136202 0.0061 0.9260 33 0.3892034 0.0141368 0.0059 0.9319 34 0.3750666 0.0348383 0.0057 0.9375 35 0.3402284 0.0350831 0.0052 0.9427 36 0.3051453 0.0149738 0.0046 0.9473 37 0.2901714 0.0278251 0.0044 0.9517 38 0.2623463 0.0173214 0.0040 0.9557 39 0.2450249 0.0117356 0.0037 0.9594 40 0.2332893 0.0074337 0.0035 0.9629 41 0.2258555 0.0193499 0.0034 0.9664 42 0.2065057 0.0111715 0.0031 0.9695 43 0.1953342 0.0067136 0.0030 0.9725 44 0.1886206 0.0113218 0.0029 0.9753 45 0.1772988 0.0018509 0.0027 0.9780 46 0.1754479 0.0301312 0.0027 0.9807 47 0.1453167 0.0087230 0.0022 0.9829 48 0.1365937 0.0119795 0.0021 0.9849 49 0.1246143 0.0071282 0.0019 0.9868 50 0.1174861 0.0046247 0.0018 0.9886 51 0.1128614 0.0136440 0.0017 0.9903 52 0.0992174 0.0098133 0.0015 0.9918 53 0.0894041 0.0095419 0.0014 0.9932 54 0.0798622 0.0050411 0.0012 0.9944 55 0.0748211 0.0109248 0.0011 0.9955 56 0.0638963 0.0027419 0.0010 0.9965 57 0.0611544 0.0132062 0.0009 0.9974 58 0.0479483 0.0061875 0.0007 0.9981 59 0.0417607 0.0091685 0.0006 0.9988 60 0.0325923 0.0147949 0.0005 0.9993 61 0.0177973 0.0025672 0.0003 0.9995 62 0.0152302 0.0027212 0.0002 0.9998 63 0.0125090 0.0094299 0.0002 0.9999 64 0.0030791 0.0024615 0.0000 1.0000 65 0.0006177 0.0004551 0.0000 1.0000 66 0.0001626 0.0000 1.0000 12 factors will be retained by the NFACTOR criterion. Rotated Factor Pattern Factor1 Factor2 Factor3 Factor4 Factor5 Factor6 popch population change -0.03476 -0.06268 -0.01991 -0.04504 -0.03306 -0.02895 density persons per sq km 0.80030 0.15925 0.10950 -0.08466 0.04153 0.08294 single single population share 0.73392 0.25606 0.03377 0.21837 0.02084 0.18145 divorce divorced population share 0.41500 0.62570 -0.46658 -0.03800 -0.17916 0.01849 separ separated population share 0.09390 0.85823 -0.20773 -0.15779 -0.13589 -0.00382 mckids married couples with children -0.63668 -0.46707 0.40938 -0.02459 0.12966 -0.04763 flone female lone parent households 0.02365 0.74136 0.20647 0.01542 0.12128 0.01654 crowd 6+ person hhs as share of all priv hhs -0.36884 -0.16863 0.51377 -0.20336 -0.02822 -0.11013 multi multifamily households -0.26078 -0.13107 0.54802 -0.23963 0.02543 -0.10289 nonfam nonfamily households 0.77401 0.50088 -0.24623 0.09664 0.03525 0.09685 aborig Aboriginal ancestry -0.02556 0.27239 -0.24174 -0.03305 -0.07011 0.04899 vm_ch vismin Chinese 0.12078 -0.11516 0.55332 0.04656 0.69154 -0.00107 vm_sa vismin South Asian -0.12876 -0.01094 0.33410 -0.23297 -0.16051 -0.15739 vm_bl vismin Black 0.03676 0.56746 0.00108 0.06697 -0.00448 0.05099 vm_fl vismin Filipino -0.01678 0.41291 0.59653 0.04590 0.00753 0.08337 vm_la vismin Latin American 0.36546 0.34019 0.23549 -0.05044 -0.17347 0.06103 vm_se vismin Southeast Asian -0.06740 0.28765 0.68238 -0.01744 -0.02657 -0.01602 vm_ar vismin Arab 0.06849 0.16518 -0.02155 0.01186 0.25530 0.09412 vm_wa vismin West Asian 0.11873 0.03040 -0.07119 0.00388 -0.02181 0.09361 vm_ko vismin Korean 0.09592 -0.09637 -0.07307 -0.01913 0.16176 -0.16586 vm_ja vismin Japanese 0.57681 -0.28142 0.00484 0.01471 -0.05860 0.21716 vm_ot vismin Other 0.08920 0.20969 -0.02634 0.07383 0.18423 0.00021 vm_ml vismin, multiple identity 0.02841 0.08415 0.62508 0.02230 0.08884 -0.06997 imm50 immigrants arrived before 1961 0.01937 -0.00827 -0.28021 0.05339 -0.04400 0.12839 imm60 immigrants arrived 1961-1970 0.07073 -0.29089 0.12000 0.18911 -0.03809 0.26067 imm70 immigrants arrived 1971-1980 0.12164 -0.15922 0.77492 0.08872 0.09393 0.03224 imm80 immigrants arrived 1981-1990 0.05528 0.03612 0.84286 -0.07608 0.25442 -0.05741 imm90 immigrants arrived 1991-2000 0.09837 -0.04686 0.58682 -0.13212 0.56451 -0.15814 imm06 immigrants arrived 2001-2006 0.22848 0.25900 0.20549 -0.11226 0.56672 0.00124 lico total incidence of low income after tax 0.50895 0.39261 0.18873 -0.01837 0.61144 0.00473 mhhinc median household income ratio -0.46935 -0.70484 -0.15279 0.17913 -0.32145 -0.00440 elite share of households over 100k -0.40942 -0.78437 -0.15210 0.23720 -0.18901 0.01627 inc10 share of households under 10k 0.59760 0.29428 -0.00761 -0.01874 0.50327 0.02566 avval average dwelling value ratio -0.06547 -0.57343 -0.17577 0.28183 -0.23193 -0.10470 unemp unemployment rate 0.17473 0.38988 0.26476 -0.00508 0.43369 -0.01785 rent average gross rent -0.09306 -0.53068 -0.18412 0.28460 0.06700 0.11634 hown homeownership rate -0.71139 -0.53680 0.00460 -0.06613 -0.16562 -0.19749 h_sf single family housing -0.67001 -0.61330 -0.11356 -0.02849 -0.06489 0.15891 h_sm semi-detached and row housing -0.18778 0.06110 0.04373 -0.06569 -0.00574 -0.39893 h_du duplex housing -0.25644 -0.03575 0.69295 0.09238 -0.17932 0.13323 h_hi apartment bldgs 5+ stories 0.75490 0.05342 -0.15248 -0.22251 0.04976 0.04295 h_lo apartment bldgs <5 stories 0.42395 0.66742 -0.13738 0.22569 0.14620 -0.08117 h_band band housing -0.02318 0.01922 -0.06755 0.00727 0.00415 0.03710 b46 share units built before 1946 0.17303 0.01262 0.09186 0.69985 0.06887 0.16636 b50 share units built 1946-1960 -0.03158 -0.02102 0.14544 0.27945 0.01088 0.74044 b60 share units built 1961-1970 0.14635 0.09437 -0.14141 -0.16513 -0.00685 0.79842 b70 share units built 1971-1980 0.01550 0.03618 -0.21631 -0.52406 -0.10459 0.31198 b80 share units built 1981-1990 -0.08760 0.02937 -0.03926 -0.24452 -0.08578 -0.55100 b90 share units built 1991-2000 -0.09647 -0.02381 0.08735 0.03209 0.07989 -0.71352 b06 share units built 2001-2006 -0.05597 -0.10825 0.05667 -0.01243 0.02355 -0.22841 occ_mg occupations: management 0.03178 -0.63500 -0.36399 0.27385 0.04151 -0.09088 occ_bf occupations: business, finance, admin -0.00989 -0.18114 -0.09523 -0.12768 0.01084 -0.00130 occ_sc occupations: natural and applied sciences 0.55242 -0.17657 -0.05549 0.18693 0.16439 0.13862 occ_hl occupations: health 0.01547 -0.24608 -0.05470 0.58810 -0.12803 0.01559 occ_ss occupations: social sci, ed, govt, religion 0.35338 -0.31212 -0.30039 0.56834 -0.04281 0.09962 occ_ar occupations: art, culture, recreation, sport 0.56725 -0.09736 -0.14099 0.48490 -0.03798 0.15281 occ_sl occupations: sales and service -0.06515 0.42397 0.53059 -0.34612 0.28079 0.00109 occ_tr occupations: trades, transport operators -0.48718 0.38301 -0.00465 -0.43176 -0.24102 -0.02586 occ_pm occupations: primary industry -0.27747 -0.00761 -0.18365 -0.26606 -0.05482 -0.14190 occ_mf occupations: processing, mfg, utilities -0.23266 0.43549 0.49200 -0.28803 0.00062 -0.12005 hm_hrs males doing 30+hrs housework -0.66543 -0.07296 0.00861 -0.14993 -0.00385 0.17455 hf_hrs females doing 30+hrs housework -0.79049 -0.23928 0.00761 -0.18478 -0.01784 0.05428 cm_hrs males doing 30+hrs childcare -0.64070 0.08718 0.02534 -0.00004 -0.32836 -0.01407 cf_hrs females doing 30+hrs childcare -0.73019 -0.07208 0.01364 -0.10219 -0.28917 -0.04083 em_hrs males doing 20+hrs elder care -0.17827 0.09520 0.15661 0.05963 0.04045 0.05668 ef_hrs females doing 20+hrs elder care -0.19615 0.05521 0.09617 -0.04172 0.06320 0.02465 Rotated Factor Pattern Factor7 Factor8 Factor9 Factor10 Factor11 Factor12 popch population change -0.07018 0.08057 -0.01784 -0.00413 0.84891 -0.06137 density persons per sq km -0.10137 -0.00858 -0.03164 -0.08358 -0.00067 0.02553 single single population share -0.14058 -0.13267 -0.22203 0.19945 -0.01805 -0.06702 divorce divorced population share 0.21465 0.07238 -0.11510 0.04206 -0.07602 0.01380 separ separated population share -0.03889 -0.07503 -0.08623 0.11242 -0.00321 0.04074 mckids married couples with children -0.24883 0.05863 0.06288 -0.08738 0.00487 0.01571 flone female lone parent households 0.05173 0.15517 -0.00605 0.31834 -0.09814 0.02176 crowd 6+ person hhs as share of all priv hhs -0.26977 -0.35722 0.45873 -0.06182 0.10255 -0.11111 multi multifamily households -0.20742 -0.29900 0.51401 -0.06869 0.07549 -0.12125 nonfam nonfamily households 0.13615 -0.07077 -0.08146 0.03180 -0.02945 0.02125 aborig Aboriginal ancestry -0.06047 -0.15399 0.02443 0.85062 -0.00901 -0.01249 vm_ch vismin Chinese 0.16424 0.25616 -0.06435 -0.01875 -0.01125 -0.05814 vm_sa vismin South Asian -0.36773 -0.33218 0.57529 -0.13893 0.09697 -0.09761 vm_bl vismin Black -0.34847 -0.00637 -0.01497 -0.10679 0.02553 0.13284 vm_fl vismin Filipino -0.19907 0.14832 0.05020 -0.10717 -0.03579 -0.03104 vm_la vismin Latin American -0.15880 0.04900 0.01422 0.03429 0.05253 0.12884 vm_se vismin Southeast Asian 0.04241 -0.29163 -0.04519 0.00620 0.09402 -0.00761 vm_ar vismin Arab -0.42924 -0.09306 0.01413 -0.16303 -0.10004 0.19868 vm_wa vismin West Asian 0.00827 0.13000 0.01044 0.13095 -0.03724 0.71062 vm_ko vismin Korean -0.11427 0.12922 -0.14590 0.05735 0.06664 0.66063 vm_ja vismin Japanese -0.05331 0.19172 -0.15430 -0.02597 -0.05628 0.06185 vm_ot vismin Other -0.17312 0.19075 0.09480 -0.12823 0.07586 -0.13951 vm_ml vismin, multiple identity -0.16767 0.20302 -0.01922 0.02635 0.01507 0.06016 imm50 immigrants arrived before 1961 0.77593 -0.03075 -0.00940 -0.16484 -0.13954 0.05485 imm60 immigrants arrived 1961-1970 0.63310 0.02455 0.02436 -0.09273 -0.07506 -0.04122 imm70 immigrants arrived 1971-1980 0.21295 0.01591 0.16264 -0.06082 -0.01709 -0.07933 imm80 immigrants arrived 1981-1990 -0.01297 -0.00902 0.18266 -0.08900 0.02094 -0.02013 imm90 immigrants arrived 1991-2000 -0.21846 0.18077 0.13411 -0.14988 0.01016 0.16161 imm06 immigrants arrived 2001-2006 -0.38201 0.15576 0.21434 -0.17202 0.04915 0.23023 lico total incidence of low income after tax -0.14774 -0.08693 -0.10944 -0.05716 0.04360 0.08097 mhhinc median household income ratio -0.02291 0.07433 -0.04021 -0.07029 0.02993 -0.01314 elite share of households over 100k 0.06328 0.03816 -0.04919 -0.01994 0.03630 0.02551 inc10 share of households under 10k -0.13786 -0.14467 -0.09825 0.19507 0.08881 0.14066 avval average dwelling value ratio 0.06715 0.15107 -0.13810 -0.09653 0.06598 0.08397 unemp unemployment rate -0.10452 -0.10264 0.12176 0.24457 -0.04167 0.07616 rent average gross rent 0.13346 0.25936 -0.11281 -0.31083 0.07366 0.18068 hown homeownership rate 0.07308 0.14425 -0.04122 -0.11124 0.04556 0.01357 h_sf single family housing 0.07330 -0.07687 -0.04833 0.11266 -0.04815 -0.04910 h_sm semi-detached and row housing -0.15881 0.54722 -0.10010 0.05662 0.22081 -0.05360 h_du duplex housing 0.03584 -0.37659 0.15268 -0.05246 -0.03957 -0.11757 h_hi apartment bldgs 5+ stories 0.07267 -0.03648 -0.03305 0.00099 0.10555 0.33135 h_lo apartment bldgs <5 stories -0.09587 0.07127 0.04369 -0.13884 -0.12592 -0.12020 h_band band housing -0.01972 0.05678 0.17028 0.86769 -0.02299 0.19322 b46 share units built before 1946 0.14691 -0.31305 -0.14111 0.09370 -0.01859 -0.23071 b50 share units built 1946-1960 0.20200 -0.11155 0.00288 -0.11953 -0.07122 0.13305 b60 share units built 1961-1970 0.00429 0.08651 0.03248 0.08224 -0.17112 0.00706 b70 share units built 1971-1980 -0.14202 0.20553 -0.02952 0.14103 -0.32582 -0.34495 b80 share units built 1981-1990 -0.03483 0.10536 0.03997 -0.02170 -0.43830 -0.11047 b90 share units built 1991-2000 -0.03406 -0.02249 0.04883 -0.11785 0.12478 0.38944 b06 share units built 2001-2006 -0.08316 0.03387 0.04042 -0.03974 0.88681 0.08647 occ_mg occupations: management 0.17575 0.21326 -0.12088 -0.03076 0.08557 0.26366 occ_bf occupations: business, finance, admin 0.10999 0.69034 0.04206 -0.07267 0.03642 0.20664 occ_sc occupations: natural and applied sciences -0.01462 0.36803 -0.17278 -0.10666 -0.07412 0.21450 occ_hl occupations: health -0.04227 0.14641 0.11869 -0.13054 -0.04099 0.03114 occ_ss occupations: social sci, ed, govt, religion 0.06510 0.03593 -0.21322 0.12015 -0.06338 -0.02524 occ_ar occupations: art, culture, recreation, sport 0.15477 -0.06874 -0.22571 0.14053 -0.01396 -0.05446 occ_sl occupations: sales and service 0.03995 -0.06748 -0.08326 0.00191 -0.01448 -0.07837 occ_tr occupations: trades, transport operators -0.22135 -0.35850 0.18729 0.00309 0.01209 -0.15674 occ_pm occupations: primary industry 0.03780 -0.45356 0.33952 0.07403 0.08622 -0.18180 occ_mf occupations: processing, mfg, utilities -0.20813 -0.29821 0.22061 -0.04658 -0.03807 -0.16498 hm_hrs males doing 30+hrs housework 0.17014 -0.14078 0.14338 0.04118 -0.06657 0.04853 hf_hrs females doing 30+hrs housework -0.00377 -0.08014 0.18274 0.01700 0.00378 0.09152 cm_hrs males doing 30+hrs childcare -0.28285 0.03912 -0.05074 0.08907 0.15110 -0.06998 cf_hrs females doing 30+hrs childcare -0.37532 -0.02034 0.00436 0.07789 0.20570 -0.07198 em_hrs males doing 20+hrs elder care -0.01711 0.00716 0.65458 0.07380 -0.05760 0.07446 ef_hrs females doing 20+hrs elder care 0.12569 0.03321 0.68674 0.18707 0.00805 -0.13469 Final Communality Estimates: Total = 47.427765 popch density single divorce separ mckids flone crowd multi nonfam aborig vm_ch vm_sa vm_bl 0.74565546 0.71258396 0.81764794 0.88760609 0.86078717 0.88800843 0.74626164 0.92021343 0.87590964 0.96307714 0.89345845 0.91499651 0.84788569 0.48186739 vm_fl vm_la vm_se vm_ar vm_wa vm_ko vm_ja vm_ot vm_ml imm50 imm60 imm70 imm80 imm90 0.61361722 0.38946539 0.65201189 0.37578467 0.56993625 0.57306814 0.53380946 0.20901769 0.48614220 0.75297487 0.62712280 0.74071462 0.83096141 0.86444877 imm06 lico mhhinc elite inc10 avval unemp rent hown h_sf h_sm h_du h_hi h_lo 0.79642743 0.87609925 0.88953570 0.90849080 0.81338653 0.57531032 0.54470161 0.65570553 0.90754348 0.89926894 0.59393107 0.79022165 0.77845238 0.78871538 h_band b46 b50 b60 b70 b80 b90 b06 occ_mg occ_bf occ_sc occ_hl occ_ss occ_ar 0.83028050 0.76259728 0.73937867 0.75975856 0.73956111 0.59951983 0.71920223 0.87613238 0.79046231 0.59813957 0.64900201 0.48328238 0.71736776 0.71358045 occ_sl occ_tr occ_pm occ_mf hm_hrs hf_hrs cm_hrs cf_hrs em_hrs ef_hrs 0.68359334 0.86655103 0.57308536 0.79497063 0.57895758 0.76810808 0.64653155 0.82914961 0.51690870 0.59881918