PCA loadings
## $Economy
##
## Loadings:
## RC1 RC2
## NY.GDP.PCAP.PP.KD 0.977
## NY.ADJ.NNTY.PC.KD 0.920 0.199
## SL.GDP.PCAP.EM.KD 0.971
## SL.EMP.TOTL.SP.ZS 0.926
## ELEPOP 0.673 0.394
## NE.EXP.GNFS.ZS 0.661 -0.236
##
## RC1 RC2
## SS loadings 3.634 1.120
## Proportion Var 0.606 0.187
## Cumulative Var 0.606 0.792
##
## $`Living conditions`
##
## Loadings:
## PC1
## LP.LPI.OVRL.XQ 0.834
## IT_NET_BBND 0.922
## SH_DYN_MORT 0.879
## SH_H2O_SAFE 0.920
## SE.SEC.ENRR 0.886
## SH_ACS_UNHC 0.950
## FB_BNK_ACCSS 0.853
##
## PC1
## SS loadings 5.581
## Proportion Var 0.797
##
## $Equality
##
## Loadings:
## RC1 RC2 RC4 RC3
## SI.POV.GINI 0.414 -0.185 0.667
## SI.POV.LMIC -0.186 0.874
## SE.ENR.SECO.FM.ZS -0.289 0.223 0.547 -0.304
## SL.EMP.TOTL.SP 0.955 0.137
## EMP_2WAP 0.286 0.603 0.298
## SG_GEN_PARL_PAR 0.217 0.146 0.726
## SL.TLF.CACT.FM.ZS 0.948 0.139
## AFMR 0.327 0.724 0.137
## FMEMP -0.128 0.806 0.117
## MCARE -0.168 -0.133 0.130 0.720
##
## RC1 RC2 RC4 RC3
## SS loadings 2.209 2.203 1.314 1.178
## Proportion Var 0.221 0.220 0.131 0.118
## Cumulative Var 0.221 0.441 0.573 0.690
##
## $Environment
##
## Loadings:
## PC1
## EN_ATM_CO2GDP 0.719
## EG_EGY_PRIM 0.652
## ER_H2O_WUEYST 0.558
## ER_PTD_TERR 0.529
##
## PC1
## SS loadings 1.534
## Proportion Var 0.383
Final results for 2023
## ISO3 Year Economy Living conditions Equality Environment IGI
## 1 LUX 2023 100.000000 89.457586 71.065587 100.000000 89.293353
## 2 NOR 2023 83.840454 95.834670 96.524685 51.200119 79.381885
## 3 DNK 2023 60.412523 98.082050 94.990609 70.029803 79.235540
## 4 CHE 2023 69.150630 95.300356 88.785893 66.708098 79.041159
## 5 IRL 2023 78.457363 91.753163 72.494675 71.131482 78.055890
## 6 SGP 2023 89.638743 97.121721 53.536705 66.462362 74.603617
## 7 SWE 2023 59.581994 98.540030 84.280164 59.670043 73.714405
## 8 NLD 2023 57.856965 100.000000 88.106157 53.261257 72.184396
## 9 FIN 2023 54.320026 99.610586 90.794331 47.324049 69.438690
## 10 GBR 2023 45.601073 93.384533 78.980304 68.027597 69.161354
## 11 DEU 2023 50.082543 95.682339 81.064096 55.666861 68.192381
## 12 AUT 2023 52.093044 90.254626 84.534788 52.467321 67.576142
## 13 BEL 2023 52.904808 99.661032 74.404606 50.672308 66.772518
## 14 FRA 2023 44.309370 95.212809 79.363800 56.550354 65.964790
## 15 ISL 2023 93.629476 92.451820 100.000000 20.736163 65.089977
## 16 ARE 2023 67.316874 89.918811 81.723353 32.611472 63.375700
## 17 AUS 2023 53.629493 92.421267 88.569412 36.636960 63.327844
## 18 SVN 2023 41.192717 86.389550 82.159927 49.432719 61.657945
## 19 USA 2023 62.719868 89.458456 67.930195 35.457205 60.631523
## 20 LTU 2023 37.785178 83.351096 63.330102 60.717636 58.991503
## 21 CYP 2023 42.432763 85.774003 64.816002 51.297553 58.980571
## 22 EST 2023 39.133371 90.804990 68.568615 49.438650 58.913149
## 23 PRT 2023 33.339702 92.382623 67.577518 54.080532 57.922700
## 24 ISR 2023 45.771672 85.424398 64.211858 44.401911 57.782842
## 25 JPN 2023 39.690707 90.993605 68.108658 44.025398 57.365572
## 26 CZE 2023 39.185420 87.905563 60.555779 51.332865 57.203552
## 27 ESP 2023 35.690629 93.671522 63.391974 48.641117 56.663043
## 28 CAN 2023 53.615197 95.805617 85.211709 22.895329 56.264085
## 29 SVK 2023 35.733571 84.157736 62.565420 52.630356 56.096438
## 30 HRV 2023 31.685241 82.834421 68.365646 53.631664 55.696995
## 31 LVA 2023 32.149364 80.812634 61.336397 59.982489 55.603048
## 32 POL 2023 34.089121 84.337047 65.299645 48.698594 54.987675
## 33 ITA 2023 38.942954 86.839395 50.526764 52.542416 54.738678
## 34 HUN 2023 34.670397 83.863529 58.975918 50.800999 54.327501
## 35 KOR 2023 46.340496 93.557198 57.142147 30.051726 52.235525
## 36 GRC 2023 29.763790 90.277951 49.699504 50.652308 50.998254
## 37 BLR 2023 27.360563 77.699847 82.404840 34.629766 49.629153
## 38 BGR 2023 28.603228 80.890417 49.415474 44.994677 47.624898
## 39 ROU 2023 28.062108 74.060311 45.934960 53.594934 47.560151
## 40 URY 2023 27.067044 80.544170 50.734154 41.800940 46.370348
## 41 MDA 2023 21.862971 65.014584 78.698654 37.154300 45.151698
## 42 CRI 2023 22.387413 78.426757 46.644644 49.781502 44.934973
## 43 CHL 2023 25.051430 80.098539 55.522509 34.644565 44.324141
## 44 ARG 2023 22.317170 75.885906 58.554787 36.399736 43.587827
## 45 MYS 2023 31.159608 74.716751 50.431010 30.533060 43.513047
## 46 MDV 2023 23.609609 61.823700 40.464884 56.477664 42.736574
## 47 MNE 2023 25.042433 74.160539 54.090027 32.987906 42.665844
## 48 THA 2023 24.185034 81.117614 41.761272 39.527878 42.421378
## 49 MEX 2023 21.849736 60.532859 54.122756 40.208047 41.189125
## 50 PER 2023 19.072071 60.063621 55.496159 42.350625 40.507275
## 51 ALB 2023 17.541953 58.769892 52.202561 48.151860 40.122171
## 52 VNM 2023 24.348991 64.418460 55.300164 29.181025 39.886834
## 53 GEO 2023 22.190465 68.174470 42.458943 37.171998 39.309119
## 54 AZE 2023 22.097850 57.213048 63.370712 29.339365 39.155800
## 55 BRA 2023 17.923146 77.314781 40.788179 40.371297 38.866098
## 56 PAN 2023 27.772864 63.025573 22.522774 54.418390 38.271568
## 57 PRY 2023 21.004472 56.133248 42.018508 43.084277 38.222831
## 58 ARM 2023 19.393228 62.003298 53.102014 32.659560 38.001134
## 59 SRB 2023 25.168115 71.306927 51.989382 20.985854 37.407262
## 60 DOM 2023 20.361329 50.254249 36.476169 52.293096 37.377316
## 61 MUS 2023 22.143906 66.517732 35.956139 36.639196 37.323096
## 62 BTN 2023 27.652783 47.585007 55.770323 25.965356 37.153660
## 63 BOL 2023 15.351311 57.844303 59.549735 35.486867 37.011645
## 64 COL 2023 16.757596 68.259186 29.456197 49.179022 35.878340
## 65 ECU 2023 17.190836 64.713622 38.556366 35.599994 35.152780
## 66 NAM 2023 13.047297 53.672599 43.885195 49.021166 35.034322
## 67 UKR 2023 15.483247 71.002851 49.731193 27.312461 34.956817
## 68 CHN 2023 24.229666 90.227442 67.088563 9.176836 34.060960
## 69 SLV 2023 14.794761 56.679678 39.242360 39.763862 33.821647
## 70 CIV 2023 12.155545 36.191869 54.611230 52.827241 33.564589
## 71 NIC 2023 14.476346 44.881396 43.064661 45.026821 33.502669
## 72 KAZ 2023 30.815534 71.491638 59.259944 9.530000 33.397947
## 73 TUR 2023 25.188437 76.735791 18.648229 34.264858 33.336610
## 74 PHL 2023 12.958569 54.123621 37.189969 41.972263 32.346927
## 75 BIH 2023 18.191805 71.622289 48.047167 16.561331 31.909629
## 76 MMR 2023 7.572553 43.197270 83.739239 35.232361 31.343129
## 77 IDN 2023 15.898366 48.440114 33.816420 36.333695 31.188803
## 78 GHA 2023 13.910926 41.949865 30.645766 52.685583 31.155679
## 79 HND 2023 12.179312 46.965408 37.567070 43.846582 31.155590
## 80 KGZ 2023 17.382867 53.119918 46.042229 21.566934 30.944316
## 81 LKA 2023 10.795054 61.617079 27.554690 49.981669 30.937346
## 82 GAB 2023 15.103010 44.373437 27.569821 46.024625 30.367056
## 83 KEN 2023 12.685829 41.012780 38.658035 40.796633 30.097162
## 84 GTM 2023 13.984301 40.972887 36.239977 38.346836 29.871958
## 85 BWA 2023 16.220125 50.083741 21.678078 44.683740 29.783814
## 86 TZA 2023 14.880154 29.736298 41.687218 42.595206 29.772444
## 87 LAO 2023 14.708271 31.096448 48.286288 27.209638 27.842277
## 88 RUS 2023 30.895173 72.547941 52.139371 5.017522 27.672137
## 89 UGA 2023 11.184104 30.598410 46.514878 36.766228 27.658922
## 90 ETH 2023 13.284602 22.106139 51.485604 34.773755 26.927728
## 91 MWI 2023 9.613250 27.279465 44.256749 44.514172 26.809948
## 92 BEN 2023 10.148603 27.229030 38.703194 44.103109 26.206777
## 93 CMR 2023 12.577305 26.798227 31.320374 43.068202 25.966854
## 94 RWA 2023 6.495311 36.606449 34.825349 51.049801 25.498332
## 95 GMB 2023 10.087976 38.444728 23.167687 45.649096 25.306898
## 96 BDI 2023 13.095543 18.447265 42.138945 39.509340 25.183131
## 97 BGD 2023 9.836752 45.844294 17.667745 47.779911 24.839387
## 98 TUN 2023 10.575937 56.147323 14.797975 34.215568 23.416311
## 99 COG 2023 10.380835 37.926893 20.149618 37.287797 23.321328
## 100 MDG 2023 16.430116 17.525400 37.644632 25.556485 22.941837
## 101 LBN 2023 11.278369 43.852713 22.080367 24.470057 22.736364
## 102 AGO 2023 13.926930 13.565990 29.301395 46.147588 22.482057
## 103 NGA 2023 9.208784 17.982635 33.171042 44.958669 22.292411
## 104 LSO 2023 10.991177 31.348072 27.726833 25.265994 22.165264
## 105 TGO 2023 8.214639 29.950419 24.967101 38.624520 22.070168
## 106 MOZ 2023 15.679555 27.881894 33.571592 16.111028 22.051483
## 107 TJK 2023 5.031066 44.759933 33.887691 29.783593 21.834443
## 108 MLI 2023 11.191303 26.211715 17.956621 38.286054 21.191433
## 109 UZB 2023 12.750290 63.202421 35.401567 7.000270 21.139648
## 110 SLE 2023 8.143459 17.274340 31.388619 44.859256 21.096415
## 111 GIN 2023 6.648925 19.682774 29.670768 48.469643 20.828552
## 112 IRQ 2023 10.401649 45.317728 22.770284 16.722198 20.582969
## 113 SEN 2023 7.309957 32.225437 18.957965 39.733335 20.524146
## 114 IND 2023 10.149601 58.765952 11.513219 25.074684 20.370502
## 115 BFA 2023 9.829445 14.093868 25.975797 45.692760 20.136958
## 116 COM 2023 3.880899 33.929239 25.834631 46.228807 19.913855
## 117 ZAF 2023 13.491417 67.944083 23.063279 7.213186 19.761247
## 118 COD 2023 10.075365 20.800925 24.786250 29.343376 19.759051
## 119 EGY 2023 12.126692 57.720437 5.358091 39.507615 19.619626
## 120 DJI 2023 10.952341 29.406437 10.209568 42.945404 19.385114
## 121 DZA 2023 10.977432 57.254346 9.063913 24.212598 19.271548
## 122 MNG 2023 20.378009 59.027181 54.429536 1.938259 18.874047
## 123 PAK 2023 6.875796 26.295009 19.310133 35.653524 18.783261
## 124 NPL 2023 2.518115 42.425297 29.315644 38.980242 18.692229
## 125 LBR 2023 15.172435 28.466626 41.753123 4.885925 17.228869
## 126 JOR 2023 8.859136 57.322112 5.344033 31.096960 17.044142
## 127 MAR 2023 9.016193 53.943974 4.341870 39.142573 16.955987
## 128 CAF 2023 9.869566 7.351896 27.170303 40.231570 16.781846
## 129 ZWE 2023 10.051617 34.215745 15.925333 10.859305 15.616659
## 130 TCD 2023 8.464368 6.910546 15.720803 47.717690 14.473223
## 131 MRT 2023 5.810439 26.900721 6.058575 32.622603 13.257618
## 132 SDN 2023 1.000000 27.860560 15.498623 33.219826 10.943849
## 133 NER 2023 11.724886 1.000000 23.932530 42.633948 10.458351
## 134 IRN 2023 12.968961 65.122488 1.000000 1.000000 5.390872