Norsk Monitor - Sosialt rom vekta
JanF
2023-05-16
Variablar i analysen
## $`In the bank`
## <10 10-49 50-249 250-499 >500 DNTKNW MISS
## 9.3 18.9 37.0 14.2 14.8 1.7 4.0
##
## $`Fund saving`
## None <50 50-249 >250 DNTKNW MISS
## 29.9 17.7 23.2 21.3 4.1 3.8
##
## $`Value of home2`
## <3 mill 3-3.9 mill 4-5.9 mill 6-7 mill >7 mill DNTKNW DONOTOWN MISS
## 17.2 16.3 27.3 13.9 13.1 1.8 9.6 0.8
##
## $Inc2
## <399 400-499 500-599 600-799 800-999 >1M MISS
## 9.8 13.6 21.8 30.5 10.8 12.1 1.3
##
## $`Holiday home`
## No Yes, own Yes, shared
## 59.7 26.2 14.1
##
## $`Cultural home`
## - -- + ++ MISS
## 22.8 13.6 33.7 28.0 1.9
##
## $Parent_edu
## Primary Lower sec. Upper sec. Uni/college1 Uni/college2 MISS
## 16.1 13.1 25.9 24.3 19.1 1.5
##
## $Edu3
## Prim/Sec. Uni/college low Uni/college high MISS
## 23.2 39.2 37.5 0.0
##
## $Educationin3
## Engineer/techn. Craft Econ/Adm Nat.Sciences Health/Social Soc.sci Human Otheredu MISS
## 18.0 8.6 16.0 6.7 17.8 5.5 8.7 16.7 2.0
##
## $`Books pr year`
## None 1-3 4-10 11-20 21+ MISS
## 9.6 18.8 33.5 19.4 18.7 0.0## [1] "Passive categories"## [1] "In the bank.DNTKNW" "In the bank.MISS" "Fund saving.DNTKNW" "Fund saving.MISS" "Value of home2.DNTKNW" "Value of home2.MISS" "Inc2.MISS" "Cultural home.MISS"
## [9] "Parent_edu.MISS" "Educationin3.Otheredu" "Educationin3.MISS"## [1] "Active individuals"## [1] 1911## [1] "Only individuals 25-70 and active in work life"## Warning: attributes are not identical across measure variables; they will be dropped
MCA Det sosiale rommet
Merk at elevar/studentar og pensjonerte er alle satt som passive
kategoriar.
## mrate cum.mrate
## 1 60.4546633 60.45466
## 2 25.4798005 85.93446
## 3 6.7862773 92.72074
## 4 2.0111177 94.73186
## 5 1.8051813 96.53704
## 6 1.0920104 97.62905
## 7 0.6636258 98.29268
## 8 0.5722678 98.86494
## 9 0.3853505 99.25029
## 10 0.2261196 99.47641## [1] "Andel av aksebidrag etter variabel"## dim.1 dim.2 dim.3 dim.4 dim.5
## In the bank 7.144427 5.129804 11.146398 3.860150 12.635783
## Fund saving 9.634155 9.614590 7.530886 8.723152 2.939718
## Value of home2 16.116203 3.423698 15.095766 11.749502 12.951750
## Inc2 18.347659 9.980332 18.693990 24.094141 8.461724
## Holiday home 3.715662 6.596858 1.148776 4.022152 4.849541
## Cultural home 4.589017 13.459730 5.660702 2.213703 10.379297
## Parent_edu 8.898528 8.576248 15.484274 3.782367 7.071687
## Edu3 15.968125 9.507590 15.721928 8.958220 4.379386
## Educationin3 10.855954 22.962301 6.669505 27.024593 18.010010
## Books pr year 4.730269 10.748849 2.847776 5.572020 18.321103
## [1] "========== CONTRIBUTIONS, AXIS 1 =========="## Variable Category Contribution (left) Contribution (right) Total contribution
## 13 Inc2 >1M 8.01 17.45
## 14 400-499 4.26
## 15 800-999 2.72
## 12 <399 2.46
## 3 Edu3 Prim/Sec. 8.75 15.86
## 4 Uni/college high 7.11
## 19 Value of home2 >7 mill 7.79 11.81
## 18 <3 mill 4.02
## 7 Fund saving >250 6.2 8.72
## 8 None 2.52
## 5 Educationin3 Craft 5.13 8.04
## 6 Engineer/techn. 2.92
## 17 Parent_edu Uni/college2 3.87 6.25
## 16 Primary 2.39
## 10 In the bank <10 3.76 6.02
## 11 >500 2.26
## 1 Books pr year None 3.3 3.3
## 2 Cultural home -- 2.47 2.47
## 9 Holiday home Yes, own 2.13 2.13
## [1] "========== CONTRIBUTIONS, AXIS 2 =========="## Variable Category Contribution (left) Contribution (right) Total contribution
## 10 Educationin3 Human 8.8 20.73
## 8 Craft 6.53
## 9 Engineer/techn. 2.95
## 11 Soc.sci 2.46
## 5 Cultural home ++ 7.41 13.46
## 4 -- 3.85
## 3 - 2.2
## 6 Edu3 Prim/Sec. 6.7 9.35
## 7 Uni/college high 2.65
## 2 Books pr year None 4.67 8.12
## 1 21+ 3.45
## 15 Inc2 >1M 4.03 6.55
## 16 800-999 2.52
## 12 Fund saving >250 5.97 5.97
## 18 Parent_edu Uni/college2 3 5.58
## 17 Primary 2.58
## 13 Holiday home Yes, own 4.6 4.6
## 14 In the bank >500 3.53 3.53
## [1] "========== CONTRIBUTIONS, AXIS 3 =========="## Variable Category Contribution (left) Contribution (right) Total contribution
## 9 Inc2 <399 8.52 16.75
## 11 500-599 5.35
## 10 >1M 2.89
## 3 Edu3 Uni/college low 8.98 14.05
## 2 Prim/Sec. 5.07
## 13 Parent_edu Uni/college2 6.47 13.82
## 14 Upper sec. 4.71
## 12 Primary 2.64
## 17 Value of home2 DONOTOWN 5.66 12.69
## 15 >7 mill 3.72
## 16 3-3.9 mill 3.31
## 7 In the bank <10 5.56 9
## 8 10-49 3.44
## 5 Fund saving <50 3.19 6.22
## 6 None 3.03
## 1 Cultural home ++ 2.49 2.49
## 4 Educationin3 Engineer/techn. 2.16 2.16
## Cultural Upper Balanced Upper Economic Upper Cultural Intermed. Balanced Intermed. Econ Intermed. Cultural Lower Balanced Lower Economic Lower
## 8.9 12.0 13.3 15.0 10.0 6.9 9.6 12.6 11.8
Standardisert MCA
## [1] "Eta2 for standardized MCA"## Dim.1 Dim.2 Dim.3 Dim.4 Dim.5
## In the bank 0.15368510 0.11108556 0.186987178 0.12081604 0.073405757
## Fund saving 0.19342035 0.23195998 0.119520437 0.06695348 0.075707220
## Value of home2 0.35629010 0.07516026 0.232517639 0.14612926 0.165518219
## Inc2 0.38345028 0.23046068 0.264042916 0.24954568 0.177521216
## Holiday home 0.05974177 0.07674212 0.008999973 0.00379967 0.111167038
## Cultural home 0.15205192 0.23151296 0.069118045 0.06544459 0.104659806
## Parent_edu 0.26978396 0.09471810 0.216422010 0.03789352 0.088335348
## Edu3 0.45136954 0.11520834 0.254451497 0.15701107 0.007097329
## Educationin3 0.31543112 0.46070224 0.109391393 0.26644655 0.268149731
## Books pr year 0.13874668 0.23610373 0.023363800 0.14774761 0.124431745Breakdown of variance of cloud by category
## freq rel.freq Variance: Axis 1 Variance: Axis 2 Variance: Axis 3
## Mann 970 50.8 0.2852 0.2085 0.1598
## Kvinne 941 49.2 0.2059 0.1344 0.1370
## Within NA NA 0.2462 0.1720 0.1486
## Between NA NA 0.0003 0.0214 0.0000
## Total NA NA 0.2465 0.1934 0.1486
## Correlation ratio NA NA 0.0011 0.1105 0.0000## freq rel.freq Variance: Axis 1 Variance: Axis 2 Variance: Axis 3
## 15-24yrs 0 0.0 NaN NaN NaN
## 25-39 yrs 678 35.5 0.1965 0.1841 0.1629
## 40-59 yrs 980 51.3 0.2684 0.1826 0.1415
## 60+ yrs 253 13.2 0.2668 0.1863 0.1234
## Within NA NA NaN NaN NaN
## Between NA NA 0.0038 0.0098 0.0019
## Total NA NA NaN NaN NaN
## Correlation ratio NA NA NaN NaN NaN## freq rel.freq Variance: Axis 1 Variance: Axis 2 Variance: Axis 3
## Prim/Sec. 443 23.2 0.1577 0.1470 0.1182
## Uni/college low 752 39.4 0.1390 0.1569 0.1106
## Uni/college high 649 34.0 0.1510 0.1710 0.1140
## PhD 67 3.5 0.1292 0.1079 0.1111
## MISS 0 0.0 NaN NaN NaN
## Within NA NA NaN NaN NaN
## Between NA NA 0.0994 0.0357 0.0351
## Total NA NA NaN NaN NaN
## Correlation ratio NA NA NaN NaN NaNPartia i det sosiale rommet
## Ellipser
Bidrag
## dim.1 dim.2 dim.3 dim.4 dim.5
## In the bank.<10 3.755202 0.489341 5.560016 1.615524 5.693325
## In the bank.10-49 0.721316 1.024690 3.442040 0.094797 5.884303
## In the bank.50-249 0.383744 0.016166 0.305907 1.475544 0.047663
## In the bank.250-499 0.019184 0.068270 0.218037 0.132845 0.976913
## In the bank.>500 2.264982 3.531336 1.620398 0.541440 0.033579
## Fund saving.None 2.517939 1.990564 3.027148 0.230786 0.995875
## Fund saving.<50 0.851925 1.469673 3.191002 2.384873 1.940916
## Fund saving.50-249 0.062966 0.185799 1.135075 5.912350 0.000876
## Fund saving.>250 6.201324 5.968554 0.177661 0.195143 0.002051
## Value of home2.<3 mill 4.018334 0.035918 0.157873 0.617332 0.059231
## Value of home2.3-3.9 mill 0.714697 0.212837 3.305892 0.008514 4.999102
## Value of home2.4-5.9 mill 0.015397 0.168941 2.030064 0.503473 0.285004
## Value of home2.6-7 mill 2.058936 0.568245 0.217272 4.776778 0.055929
## Value of home2.>7 mill 7.786786 0.379861 3.720252 5.810128 0.037701
## Value of home2.DONOTOWN 1.522053 2.057897 5.664413 0.033277 7.514782
## Inc2.<399 2.461302 1.562684 8.516344 1.340518 0.794620
## Inc2.400-499 4.255666 0.010421 0.386726 0.787895 1.215445
## Inc2.500-599 0.818497 1.754992 5.345189 1.420164 1.242205
## Inc2.600-799 0.076377 0.100444 0.317846 8.747145 1.747199
## Inc2.800-999 2.720978 2.524600 1.240527 3.681714 3.438535
## Inc2.>1M 8.014840 4.027191 2.887357 8.116705 0.023720
## Holiday home.No 1.393406 0.775139 0.406091 0.473951 1.162471
## Holiday home.Yes, own 2.128164 4.595256 0.718266 2.803007 3.562678
## Holiday home.Yes, shared 0.194093 1.226463 0.024418 0.745194 0.124393
## Cultural home.- 0.061891 2.197987 2.000617 1.280227 0.896486
## Cultural home.-- 2.474378 3.852415 0.556650 0.829516 2.410655
## Cultural home.+ 0.001678 0.001659 0.610930 0.005261 6.374272
## Cultural home.++ 2.051070 7.407668 2.492505 0.098699 0.697883
## Parent_edu.Primary 2.386689 2.584839 2.636032 1.064476 1.618650
## Parent_edu.Lower sec. 0.029817 1.702223 0.008248 0.000313 3.326017
## Parent_edu.Upper sec. 1.599010 0.093819 4.714765 0.215315 0.468204
## Parent_edu.Uni/college1 1.015256 1.197994 1.657223 0.674116 1.095310
## Parent_edu.Uni/college2 3.867757 2.997372 6.468005 1.828148 0.563506
## Edu3.Prim/Sec. 8.746111 6.699179 5.067321 1.112150 0.350119
## Edu3.Uni/college low 0.110704 0.160093 8.984491 5.434760 2.617843
## Edu3.Uni/college high 7.111310 2.648319 1.670116 2.411310 1.411425
## Educationin3.Engineer/techn. 2.915108 2.945997 2.157707 1.225024 8.591260
## Educationin3.Craft 5.125068 6.530286 1.974741 4.434758 0.996427
## Educationin3.Econ/Adm 1.576242 0.500777 0.001184 3.757140 3.308907
## Educationin3.Nat.Sciences 0.146522 0.853798 0.878947 4.334734 0.517968
## Educationin3.Health/Social 0.861818 0.873593 1.180328 10.192068 0.208715
## Educationin3.Soc.sci 0.186788 2.459774 0.234001 2.244887 0.003723
## Educationin3.Human 0.044409 8.798077 0.242598 0.835983 4.383010
## Books pr year.None 3.302684 4.672936 0.498456 0.091944 0.004011
## Books pr year.1-3 0.324856 2.054502 0.972688 3.151400 0.298119
## Books pr year.4-10 0.574493 0.104136 0.277274 0.905383 6.943895
## Books pr year.11-20 0.511962 0.465704 0.022216 1.249559 0.612518
## Books pr year.21+ 0.016275 3.451570 1.077143 0.173735 10.462561Cos2
## dim.1 dim.2 dim.3 dim.4 dim.5
## In the bank.<10 0.102058 0.010527 0.091399 0.022574 0.078672
## In the bank.10-49 0.021918 0.024646 0.063262 0.001481 0.090910
## In the bank.50-249 0.015018 0.000501 0.007241 0.029690 0.000948
## In the bank.250-499 0.000551 0.001552 0.003787 0.001961 0.014263
## In the bank.>500 0.065552 0.080898 0.028366 0.008057 0.000494
## Fund saving.None 0.088465 0.055358 0.064330 0.004169 0.017790
## Fund saving.<50 0.025526 0.034856 0.057830 0.036739 0.029568
## Fund saving.50-249 0.002021 0.004720 0.022034 0.097557 0.000014
## Fund saving.>250 0.194158 0.147916 0.003364 0.003141 0.000033
## Value of home2.<3 mill 0.119627 0.000846 0.002843 0.009449 0.000897
## Value of home2.3-3.9 mill 0.021053 0.004963 0.058903 0.000129 0.074874
## Value of home2.4-5.9 mill 0.000522 0.004531 0.041605 0.008771 0.004910
## Value of home2.6-7 mill 0.058946 0.012877 0.003762 0.070312 0.000814
## Value of home2.>7 mill 0.220795 0.008526 0.063805 0.084703 0.000544
## Value of home2.DONOTOWN 0.041485 0.044398 0.093384 0.000466 0.104142
## Inc2.<399 0.067244 0.033794 0.140732 0.018830 0.011038
## Inc2.400-499 0.121336 0.000235 0.006669 0.011550 0.017620
## Inc2.500-599 0.025808 0.043802 0.101942 0.023023 0.019915
## Inc2.600-799 0.002710 0.002821 0.006821 0.159573 0.031521
## Inc2.800-999 0.075214 0.055238 0.020741 0.052325 0.048327
## Inc2.>1M 0.224700 0.089369 0.048962 0.116996 0.000338
## Holiday home.No 0.085187 0.037510 0.015017 0.014897 0.036134
## Holiday home.Yes, own 0.071042 0.121420 0.014503 0.048108 0.060468
## Holiday home.Yes, shared 0.005571 0.027866 0.000424 0.010998 0.001815
## Cultural home.- 0.001975 0.055508 0.038608 0.021000 0.014543
## Cultural home.-- 0.070568 0.086967 0.009602 0.012163 0.034956
## Cultural home.+ 0.000062 0.000049 0.013736 0.000101 0.120473
## Cultural home.++ 0.070237 0.200791 0.051627 0.001738 0.012151
## Parent_edu.Primary 0.070069 0.060068 0.046810 0.016068 0.024162
## Parent_edu.Lower sec. 0.000846 0.038219 0.000142 0.000005 0.047969
## Parent_edu.Upper sec. 0.053217 0.002472 0.094909 0.003684 0.007923
## Parent_edu.Uni/college1 0.033037 0.030858 0.032618 0.011278 0.018122
## Parent_edu.Uni/college2 0.117831 0.072280 0.119185 0.028635 0.008729
## Edu3.Prim/Sec. 0.280806 0.170251 0.098406 0.018359 0.005715
## Edu3.Uni/college low 0.004488 0.005138 0.220334 0.113293 0.053966
## Edu3.Uni/college high 0.280622 0.082721 0.039863 0.048923 0.028319
## Educationin3.Engineer/techn. 0.087604 0.070077 0.039220 0.018928 0.131271
## Educationin3.Craft 0.138161 0.139346 0.032199 0.061467 0.013658
## Educationin3.Econ/Adm 0.046233 0.011626 0.000021 0.056659 0.049346
## Educationin3.Nat.Sciences 0.003872 0.017857 0.014048 0.058889 0.006959
## Educationin3.Health/Social 0.025840 0.020733 0.021406 0.157116 0.003182
## Educationin3.Soc.sci 0.004872 0.050787 0.003692 0.030106 0.000049
## Educationin3.Human 0.001199 0.187998 0.003961 0.011603 0.060160
## Books pr year.None 0.090010 0.100807 0.008217 0.001288 0.000056
## Books pr year.1-3 0.009861 0.049363 0.017859 0.049182 0.004601
## Books pr year.4-10 0.021293 0.003055 0.006216 0.017254 0.130860
## Books pr year.11-20 0.015664 0.011278 0.000411 0.019656 0.009528
## Books pr year.21+ 0.000493 0.082784 0.019741 0.002707 0.161188Typicality tests
## dim.1 dim.2 dim.3 dim.4 dim.5
## In the bank.<10 -13.961762 -4.484014 13.212567 -6.566320 12.258235
## In the bank.10-49 -6.470199 -6.861020 -10.992294 -1.681878 -13.177217
## In the bank.50-249 5.355771 0.977996 -3.718963 7.530422 -1.345898
## In the bank.250-499 1.025764 -1.721577 -2.689456 1.935473 5.219424
## In the bank.>500 11.189509 12.430420 7.360632 -3.922796 0.971481
## Fund saving.None -12.998788 -10.282669 11.084667 -2.821804 5.829132
## Fund saving.<50 -6.982411 -8.159293 -10.509784 -8.376817 -7.515008
## Fund saving.50-249 1.964619 3.002496 -6.487263 13.650404 0.165269
## Fund saving.>250 19.257270 16.808332 2.534980 -2.449463 0.249722
## Value of home2.<3 mill -15.115813 -1.271457 2.330170 -4.248246 -1.308593
## Value of home2.3-3.9 mill -6.341275 -3.078764 -10.606823 -0.496273 -11.958667
## Value of home2.4-5.9 mill 0.998224 2.941814 -8.914373 4.092986 3.062366
## Value of home2.6-7 mill 10.610677 4.959376 -2.680704 11.588601 -1.246991
## Value of home2.>7 mill 20.535777 4.035355 11.039358 -12.719401 -1.018897
## Value of home2.DONOTOWN -8.901522 -9.208707 13.355261 0.943763 14.103565
## Inc2.<399 -11.332941 -8.034027 16.395037 -5.997060 4.591570
## Inc2.400-499 -15.223376 -0.670238 3.569066 -4.696812 5.801178
## Inc2.500-599 -7.020936 -9.146639 -13.953835 -6.631282 -6.167433
## Inc2.600-799 2.275112 -2.321253 -3.609574 17.458098 -7.759158
## Inc2.800-999 11.985760 10.271573 -6.294075 9.997004 9.607518
## Inc2.>1M 20.716570 13.064989 9.670440 -14.948654 -0.803615
## Holiday home.No -12.755681 -8.464323 -5.355526 5.334248 8.307631
## Holiday home.Yes, own 11.648576 15.228695 5.263064 -9.585708 -10.746819
## Holiday home.Yes, shared 3.262079 -7.295497 0.899860 4.583176 1.862126
## Cultural home.- -1.942038 10.296642 -8.587229 -6.333310 -5.270340
## Cultural home.-- -11.609721 12.888218 4.282578 4.819955 -8.171047
## Cultural home.+ -0.345172 0.305333 -5.122085 0.438230 15.169179
## Cultural home.++ 11.582468 -19.583446 9.930118 1.821832 -4.817520
## Parent_edu.Primary -11.568597 10.711176 9.455484 -5.539779 -6.793297
## Parent_edu.Lower sec. -1.270993 8.543922 -0.519880 0.093406 -9.571834
## Parent_edu.Upper sec. -10.081880 2.172693 -13.463920 2.652740 3.890047
## Parent_edu.Uni/college1 7.943650 -7.677102 -7.893116 -4.641319 5.883316
## Parent_edu.Uni/college2 15.001900 -11.749641 15.087853 7.395442 4.083076
## Edu3.Prim/Sec. -23.159015 18.032706 13.709681 5.921557 -3.304011
## Edu3.Uni/college low -2.927972 -3.132632 -20.514347 -14.710158 10.152629
## Edu3.Uni/college high 23.151415 -12.569714 8.725728 9.666540 -7.354497
## Educationin3.Engineer/techn. 12.935340 11.569224 -8.655105 6.012633 15.834354
## Educationin3.Craft -16.244642 16.314133 7.842256 10.835204 -5.107455
## Educationin3.Econ/Adm 9.397060 4.712380 0.200308 -10.402819 -9.708323
## Educationin3.Nat.Sciences 2.719333 -5.840188 5.179867 10.605587 3.645730
## Educationin3.Health/Social -7.025262 -6.292839 -6.394131 -17.323178 2.465201
## Educationin3.Soc.sci 3.050573 -9.849006 2.655469 7.583091 -0.307097
## Educationin3.Human 1.513204 -18.949285 2.750620 4.707626 -10.719363
## Books pr year.None -13.111806 13.875910 3.961575 1.568674 -0.325822
## Books pr year.1-3 -4.339828 9.709968 -5.840355 9.692158 2.964442
## Books pr year.4-10 6.377349 -2.415666 -3.445705 -5.740581 15.809596
## Books pr year.11-20 5.469721 -4.641291 0.886147 -6.127263 -4.266062
## Books pr year.21+ 0.970503 -12.574449 6.140522 2.273674 -17.546215Eta2
## dim.1 dim.2 dim.3 dim.4 dim.5
## In the bank 0.177945 0.102574 0.171189 0.051709 0.159442
## Fund saving 0.237553 0.189515 0.115219 0.111102 0.037093
## Value of home2 0.400596 0.069607 0.227882 0.149698 0.162972
## Inc2 0.452272 0.194700 0.279403 0.306128 0.106114
## Holiday home 0.091573 0.128690 0.017125 0.050965 0.060768
## Cultural home 0.114754 0.262748 0.084622 0.028063 0.130060
## Parent_edu 0.220792 0.167993 0.230940 0.048139 0.089012
## Edu3 0.393538 0.185472 0.234363 0.113511 0.054877
## Educationin3 0.292781 0.451890 0.101471 0.343918 0.226605
## Books pr year 0.116579 0.209686 0.042451 0.070604 0.229576Klynger (klasser) i det sosiale rommet
Time to run code
## Time difference of 44.81702 secs