PCA loadings
## $Economy
##
## Loadings:
## RC1 RC2
## NY.GDP.PCAP.PP.KD 0.978
## NY.ADJ.NNTY.PC.KD 0.919 0.212
## SL.GDP.PCAP.EM.KD 0.972
## SL.EMP.TOTL.SP.ZS 0.938
## ELEPOP 0.697 0.339
## NE.EXP.GNFS.ZS 0.717 -0.226
##
## RC1 RC2
## SS loadings 3.747 1.102
## Proportion Var 0.624 0.184
## Cumulative Var 0.624 0.808
##
## $`Living conditions`
##
## Loadings:
## PC1
## LP.LPI.OVRL.XQ 0.838
## IT_NET_BBND 0.917
## SH_DYN_MORT 0.888
## SH_H2O_SAFE 0.925
## SE.SEC.ENRR 0.883
## SH_ACS_UNHC 0.961
## FB_BNK_ACCSS 0.860
##
## PC1
## SS loadings 5.630
## Proportion Var 0.804
##
## $Equality
##
## Loadings:
## RC1 RC2 RC3
## SI.POV.GINI 0.605 -0.517
## SI.POV.LMIC 0.888
## SE.ENR.SECO.FM.ZS 0.267 -0.148 0.648
## SL.EMP.TOTL.SP -0.125 0.950
## EMP_2WAP 0.161 0.503
## SG_GEN_PARL_PAR 0.256 0.351 0.500
## SL.TLF.CACT.FM.ZS -0.133 0.945
## AFMR 0.713 0.340 0.120
## FMEMP 0.811 0.275
## MCARE -0.591
##
## RC1 RC2 RC3
## SS loadings 2.521 2.332 1.378
## Proportion Var 0.252 0.233 0.138
## Cumulative Var 0.252 0.485 0.623
##
## $Environment
##
## Loadings:
## PC1
## EN_ATM_CO2GDP 0.683
## EG_EGY_PRIM 0.632
## ER_H2O_WUEYST 0.604
## ER_PTD_TERR 0.525
##
## PC1
## SS loadings 1.507
## Proportion Var 0.377
Final results for 2021
## ISO3 Year Economy Living conditions Equality Environment IGI
## 1 LUX 2021 100.000000 89.038882 79.882137 100.000000 91.834812
## 2 CHE 2021 66.702498 94.387182 95.817628 61.568816 78.066613
## 3 IRL 2021 76.754377 90.384384 79.409865 63.638656 76.948118
## 4 SGP 2021 85.553580 90.382947 74.123102 58.574952 76.119785
## 5 DNK 2021 54.819905 97.192811 96.036814 64.797439 75.882565
## 6 NOR 2021 72.457638 94.066391 98.154927 45.813556 74.405697
## 7 SWE 2021 55.621662 98.725112 96.984112 51.890844 72.504628
## 8 GBR 2021 43.094265 93.591137 88.221832 62.563634 68.689137
## 9 NLD 2021 53.500059 95.329728 92.435002 47.041169 68.623726
## 10 FIN 2021 51.928833 97.744494 100.000000 40.811332 67.463739
## 11 BEL 2021 49.883629 100.000000 86.394367 44.826675 66.297171
## 12 DEU 2021 48.151822 94.135914 84.744669 48.437927 65.677483
## 13 AUT 2021 49.629276 88.509034 89.887327 46.761500 65.550818
## 14 FRA 2021 40.836002 93.802874 87.402365 50.197396 64.027410
## 15 AUS 2021 50.859583 91.757221 91.197730 30.128575 59.840322
## 16 USA 2021 59.016229 88.515196 80.337689 30.299856 59.715531
## 17 LTU 2021 36.342663 80.534967 74.913966 55.309772 59.012155
## 18 EST 2021 39.218763 88.072868 77.085571 44.146196 58.553196
## 19 SVN 2021 39.432843 85.707681 79.345015 42.038756 57.944448
## 20 ARE 2021 66.938329 85.986021 74.551517 25.446237 57.483830
## 21 PRT 2021 30.476158 90.381367 82.435151 47.202637 57.217576
## 22 ESP 2021 33.055389 92.951321 79.005413 43.364455 56.960284
## 23 ISL 2021 85.521294 91.185544 94.960671 14.153115 56.898264
## 24 ISR 2021 43.032061 85.031778 76.737482 36.876093 56.725909
## 25 CYP 2021 38.621521 83.747864 69.733638 44.944384 56.426124
## 26 JPN 2021 38.767422 89.545054 73.785649 38.959991 56.204983
## 27 CZE 2021 37.646721 85.686726 65.980165 46.064235 55.957009
## 28 LVA 2021 30.347529 80.238113 72.331211 54.303666 55.611516
## 29 ITA 2021 35.138639 85.784592 63.764058 47.842848 55.067682
## 30 SVK 2021 34.358684 80.917630 65.584929 46.981245 54.100598
## 31 HUN 2021 32.530805 81.986341 65.635158 44.327093 52.778923
## 32 HRV 2021 27.437673 79.162268 76.470784 46.491501 52.714932
## 33 POL 2021 31.478995 82.843876 69.965990 42.253427 52.693561
## 34 CAN 2021 50.768018 95.179208 89.149794 16.917875 51.957663
## 35 KOR 2021 44.094456 91.422498 64.961092 25.303322 50.736088
## 36 GRC 2021 26.434486 87.112703 56.480457 44.150082 48.952009
## 37 CRI 2021 20.943281 75.716172 74.707672 44.550417 47.930569
## 38 BLR 2021 24.225447 77.767502 86.988053 30.166368 47.153414
## 39 URY 2021 24.293988 77.528973 70.283980 37.101032 47.076189
## 40 ROU 2021 24.790557 71.875741 56.339029 47.483661 46.725670
## 41 BGR 2021 25.121793 75.302581 64.707062 38.105581 46.472944
## 42 PAN 2021 27.813425 60.517170 47.838313 48.311266 44.410876
## 43 MYS 2021 29.764632 72.066505 67.390604 25.500710 43.817379
## 44 CHL 2021 23.819170 77.303907 66.064559 29.695335 43.595956
## 45 ARG 2021 20.625753 71.693698 76.833282 31.605460 43.531194
## 46 THA 2021 22.833027 76.976762 53.892654 33.363360 42.162914
## 47 MEX 2021 20.923592 56.686928 77.037383 34.463944 42.125631
## 48 MDV 2021 22.346343 60.161004 45.553610 46.941083 41.176493
## 49 BRA 2021 16.070177 73.183221 59.050649 35.410506 39.600188
## 50 MNE 2021 20.478432 70.445799 60.427375 27.625521 39.393449
## 51 PER 2021 18.749960 57.974583 60.907612 36.151509 39.333174
## 52 PRY 2021 19.851769 52.997093 59.230388 38.353846 39.318885
## 53 MUS 2021 20.950314 65.802806 51.159913 31.714387 38.672769
## 54 COL 2021 14.705905 65.245942 53.089760 43.237312 38.523761
## 55 DOM 2021 18.555752 47.766450 49.350898 48.027831 38.071272
## 56 ALB 2021 14.825171 55.807431 59.202859 42.398852 37.961829
## 57 GEO 2021 18.549435 64.067175 53.011815 31.526912 37.540936
## 58 TUR 2021 25.310772 72.419466 35.337238 28.833103 36.967593
## 59 NAM 2021 11.318087 49.832676 75.254153 43.923728 36.951258
## 60 BOL 2021 14.380247 53.444196 73.032943 33.209496 36.949792
## 61 ECU 2021 15.695415 62.644278 60.058089 30.868638 36.743947
## 62 NIC 2021 13.446742 44.917323 72.943835 38.375512 36.059394
## 63 ARM 2021 15.921177 58.224334 60.019559 28.290023 35.420236
## 64 MDA 2021 11.559562 63.791925 60.424176 31.936225 34.538252
## 65 AZE 2021 19.517290 51.613241 57.391282 24.382348 34.456846
## 66 LKA 2021 11.668539 59.948499 43.719242 43.973800 34.053782
## 67 SRB 2021 21.241176 69.225051 65.200927 13.715137 33.862883
## 68 SLV 2021 12.419307 56.299280 55.202526 34.007886 33.848131
## 69 BWA 2021 16.365436 47.993836 42.894488 38.631214 33.776389
## 70 HND 2021 11.677927 45.789707 62.977089 37.666229 33.559624
## 71 PHL 2021 11.778730 50.064371 57.561359 36.731072 33.415501
## 72 UKR 2021 14.242187 68.685960 57.659007 20.276381 32.702094
## 73 GAB 2021 14.079591 40.079847 45.576147 40.554187 31.957467
## 74 GHA 2021 13.347728 37.868212 43.552584 45.703187 31.670917
## 75 IDN 2021 15.539765 45.575655 45.773795 30.880254 31.631427
## 76 KAZ 2021 28.390339 67.834021 67.017332 7.399411 31.260837
## 77 KEN 2021 12.342461 38.315667 47.208617 34.470355 29.618380
## 78 TZA 2021 14.560241 25.156372 57.361585 36.513055 29.595213
## 79 MMR 2021 10.673343 37.360617 57.892523 32.419159 29.412686
## 80 GTM 2021 11.833341 39.179405 47.072750 33.230853 29.182270
## 81 BTN 2021 15.939487 44.845773 53.104672 17.721908 28.639126
## 82 TUN 2021 10.218094 52.581113 39.931018 29.922348 28.305865
## 83 CMR 2021 12.024668 22.101763 51.004342 37.054321 26.621744
## 84 RUS 2021 27.567002 71.128319 62.251516 4.035212 26.491838
## 85 LAO 2021 12.560430 28.000708 57.801682 23.826799 26.381223
## 86 BGD 2021 8.619309 43.107581 30.978106 41.915670 26.355081
## 87 CHN 2021 22.387267 84.694186 78.746017 3.037308 25.950339
## 88 ETH 2021 13.117433 20.071762 59.430222 27.198552 25.541528
## 89 AGO 2021 15.846005 14.558083 40.981558 43.091156 25.263886
## 90 KGZ 2021 11.674462 51.935224 44.460236 14.948013 25.194951
## 91 UGA 2021 10.448113 26.556041 54.053482 25.218864 24.799196
## 92 RWA 2021 5.035533 32.226940 52.077536 43.281258 24.592558
## 93 GMB 2021 6.825852 34.989439 38.878115 38.326355 24.424413
## 94 EGY 2021 9.203833 55.202999 19.894071 34.778487 24.349578
## 95 BDI 2021 12.314217 15.120197 61.702966 29.496841 24.127452
## 96 DJI 2021 11.182107 25.285772 29.519324 38.157858 23.755959
## 97 COG 2021 10.059049 32.451063 30.474965 31.981664 23.749667
## 98 DZA 2021 9.224901 53.863594 28.195289 21.512080 23.430362
## 99 MAR 2021 8.182596 49.607673 20.248911 33.228441 22.860615
## 100 SEN 2021 6.783517 28.366668 40.834386 34.426816 22.805864
## 101 LSO 2021 8.606881 27.808236 50.305303 21.258605 22.492718
## 102 JOR 2021 8.531680 51.777341 21.673712 26.290011 22.398792
## 103 MLI 2021 10.922389 21.017516 27.723323 34.844789 21.700540
## 104 MDG 2021 15.700604 13.528469 48.926985 20.951448 21.601399
## 105 TJK 2021 4.674647 44.757193 44.086477 23.158762 21.498498
## 106 MOZ 2021 14.001753 23.377580 47.967307 13.274308 21.366569
## 107 CIV 2021 11.931804 30.745910 11.328330 46.904975 21.012105
## 108 BFA 2021 9.928203 11.797219 36.415235 42.369728 20.618035
## 109 BEN 2021 9.817558 22.162915 24.331144 32.133266 20.308925
## 110 MNG 2021 17.156898 56.831326 65.800887 2.382940 19.773925
## 111 TGO 2021 7.483890 25.226428 22.603574 33.679361 19.470675
## 112 ZWE 2021 9.557227 30.569748 44.834111 10.326537 19.177711
## 113 IRQ 2021 9.087663 41.769627 29.790753 11.857296 19.135728
## 114 IND 2021 7.327198 55.421634 16.471263 19.277368 18.949510
## 115 COM 2021 2.593783 29.449442 31.954873 43.002272 17.999473
## 116 PAK 2021 6.610644 22.826140 21.381557 32.082036 17.936775
## 117 NGA 2021 8.307417 14.516182 18.544568 40.231520 17.319103
## 118 COD 2021 10.439691 16.248854 22.525952 21.727996 16.974747
## 119 ZAF 2021 13.705748 64.919728 61.960962 1.351353 16.521201
## 120 MRT 2021 5.735161 21.203628 18.121719 26.798233 15.588895
## 121 SLE 2021 5.295863 8.018790 33.583863 39.397394 15.396108
## 122 NPL 2021 1.000000 37.557740 36.251608 34.045813 14.673125
## 123 UZB 2021 11.202554 59.771713 42.101006 1.411455 14.123525
## 124 GIN 2021 7.489347 12.621463 6.726176 39.677048 12.602749
## 125 IRN 2021 12.600724 64.626439 16.466750 1.000000 10.761019
## 126 CAF 2021 9.187474 2.486601 14.576012 35.023889 10.392052
## 127 SDN 2021 2.300474 21.607798 3.948640 28.546899 8.651842
## 128 NER 2021 11.239104 1.000000 12.853371 38.093120 8.612888
## 129 TCD 2021 9.170731 3.690825 1.000000 42.031118 6.141502