PCA loadings
## $Economy
##
## Loadings:
## RC1 RC2
## NY.GDP.PCAP.PP.KD 0.979
## NY.ADJ.NNTY.PC.KD 0.926 0.173
## SL.GDP.PCAP.EM.KD 0.968
## SL.EMP.TOTL.SP.ZS 0.929
## ELEPOP 0.703 0.345
## NE.EXP.GNFS.ZS 0.652 -0.272
##
## RC1 RC2
## SS loadings 3.675 1.096
## Proportion Var 0.612 0.183
## Cumulative Var 0.612 0.795
##
## $`Living conditions`
##
## Loadings:
## PC1
## LP.LPI.OVRL.XQ 0.838
## IT_NET_BBND 0.923
## SH_DYN_MORT 0.878
## SH_H2O_SAFE 0.919
## SE.SEC.ENRR 0.886
## SH_ACS_UNHC 0.951
## FB_BNK_ACCSS 0.874
##
## PC1
## SS loadings 5.622
## Proportion Var 0.803
##
## $Equality
##
## Loadings:
## RC1 RC2 RC3
## SI.POV.GINI 0.396 0.697
## SI.POV.LMIC 0.882 -0.107
## SE.ENR.SECO.FM.ZS 0.358 -0.113 -0.502
## SL.EMP.TOTL.SP -0.114 0.951
## EMP_2WAP 0.132 0.470
## SG_GEN_PARL_PAR 0.349 0.403 -0.333
## SL.TLF.CACT.FM.ZS -0.122 0.942
## AFMR 0.699 0.358
## FMEMP 0.867
## MCARE 0.580
##
## RC1 RC2 RC3
## SS loadings 2.471 2.337 1.208
## Proportion Var 0.247 0.234 0.121
## Cumulative Var 0.247 0.481 0.602
##
## $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 89.329023 76.73214 100.000000 90.989752
## 2 NOR 2023 84.607328 95.872850 97.58776 51.200119 79.788900
## 3 DNK 2023 60.794114 98.101497 96.79823 70.029803 79.739200
## 4 CHE 2023 69.962275 95.261847 90.24733 66.708098 79.588250
## 5 IRL 2023 78.623737 91.745131 76.97254 71.131482 79.274515
## 6 SGP 2023 88.945848 97.134790 58.32389 66.462362 76.073024
## 7 SWE 2023 59.944315 98.555325 84.18274 59.670043 73.807735
## 8 NLD 2023 58.314829 100.000000 90.63627 53.261257 72.840532
## 9 GBR 2023 45.928815 93.418103 81.97372 68.027597 69.938936
## 10 FIN 2023 55.021996 99.637578 91.13232 47.324049 69.731410
## 11 DEU 2023 50.903250 95.713724 84.66629 55.666861 69.224009
## 12 AUT 2023 53.074746 90.308826 86.05744 52.467321 68.206201
## 13 BEL 2023 52.745590 99.635194 77.22554 50.672308 67.341477
## 14 FRA 2023 44.367366 95.132442 82.68208 56.550354 66.651473
## 15 ISL 2023 95.364169 92.491128 100.00000 20.736163 65.396338
## 16 ARE 2023 67.230639 90.054521 91.40952 32.611472 65.179143
## 17 AUS 2023 55.269212 92.460028 91.03363 36.636960 64.252443
## 18 SVN 2023 41.829858 86.340030 87.26804 49.432719 62.826386
## 19 USA 2023 64.237395 89.353566 70.80020 35.457205 61.611204
## 20 CYP 2023 43.139738 85.563024 73.02346 51.297553 60.979051
## 21 LTU 2023 38.499689 82.631737 69.74686 60.717636 60.584414
## 22 EST 2023 39.497197 90.760060 74.41175 49.438650 60.261827
## 23 CZE 2023 39.527895 87.206726 70.40803 51.332865 59.411134
## 24 PRT 2023 34.186104 92.341276 72.82866 54.080532 59.380957
## 25 ISR 2023 46.448464 85.449833 70.03597 44.401911 59.272241
## 26 JPN 2023 40.891501 91.019760 75.07244 44.025398 59.222692
## 27 SVK 2023 36.306232 83.582297 71.92471 52.630356 58.217356
## 28 ESP 2023 36.691072 93.698555 67.34311 48.641117 57.929195
## 29 LVA 2023 33.314509 80.639120 67.12156 59.982489 57.347756
## 30 CAN 2023 54.746968 95.841365 87.85834 22.895329 56.998146
## 31 POL 2023 34.781551 83.783409 73.65528 48.698594 56.859995
## 32 HRV 2023 32.038117 82.346671 73.39510 53.631664 56.767574
## 33 ITA 2023 39.309025 86.643875 57.11072 52.542416 56.541125
## 34 HUN 2023 35.095902 82.909186 68.73292 50.800999 56.457809
## 35 KOR 2023 47.461250 93.398087 66.84029 30.051726 54.625601
## 36 GRC 2023 29.866488 89.628163 58.03160 50.652308 52.963064
## 37 BLR 2023 27.675345 75.054610 87.43772 34.629766 50.078890
## 38 BGR 2023 29.215132 80.030324 57.68863 44.994677 49.633905
## 39 ROU 2023 28.443937 73.158697 54.03463 53.594934 49.546489
## 40 URY 2023 28.103603 79.715378 56.73186 41.800940 48.009733
## 41 MDA 2023 22.267978 63.465108 83.81088 37.154300 45.801670
## 42 CHL 2023 25.813708 79.192491 61.04014 34.644565 45.598049
## 43 CRI 2023 22.982798 78.245965 45.83723 49.781502 45.007802
## 44 MDV 2023 24.204556 61.857825 47.93572 56.477664 44.870090
## 45 ARG 2023 23.768002 74.160940 61.22748 36.399736 44.519793
## 46 MYS 2023 32.005463 74.553303 53.87446 30.533060 44.510355
## 47 THA 2023 25.082588 80.559187 48.73737 39.527878 44.418436
## 48 MNE 2023 23.394475 71.623817 59.08014 32.987906 42.510063
## 49 ALB 2023 18.460835 58.260310 60.08026 48.151860 41.999319
## 50 GEO 2023 23.052084 67.453159 51.01557 37.171998 41.438859
## 51 VNM 2023 25.668948 63.565632 60.25018 29.181025 41.154974
## 52 MEX 2023 22.489204 60.019215 52.34980 40.208047 41.055667
## 53 PER 2023 20.207605 58.901686 56.18882 42.350625 41.024007
## 54 BOL 2023 19.291039 56.792239 67.84405 35.486867 40.300089
## 55 PAN 2023 29.367461 62.917546 26.08434 54.418390 40.243055
## 56 AZE 2023 21.381507 56.521416 73.72689 29.339365 40.209807
## 57 BRA 2023 19.213699 76.319858 42.54610 40.371297 39.837791
## 58 PRY 2023 22.201382 55.610676 46.13664 43.084277 39.579996
## 59 MUS 2023 22.937717 66.558342 42.15522 36.639196 39.186592
## 60 DOM 2023 21.606012 50.506161 40.36609 52.293096 38.957852
## 61 ARM 2023 19.530984 61.314107 57.84964 32.659560 38.783668
## 62 SRB 2023 25.149382 71.368620 58.21237 20.985854 38.480804
## 63 BTN 2023 27.994809 47.355139 58.53873 25.965356 37.676499
## 64 COL 2023 17.841341 67.129165 31.59345 49.179022 36.934220
## 65 CIV 2023 14.191759 35.515526 67.24623 52.827241 36.580117
## 66 UKR 2023 15.789847 69.553081 59.13295 27.312461 36.493975
## 67 ECU 2023 18.095154 63.710284 40.67360 35.599994 35.944596
## 68 SLV 2023 15.889624 56.419316 44.34081 39.763862 35.457523
## 69 TUR 2023 25.923994 76.275974 23.14729 34.264858 35.388298
## 70 CHN 2023 25.342077 89.549497 71.41430 9.176836 34.921739
## 71 KAZ 2023 32.283616 69.896412 66.94756 9.530000 34.639066
## 72 NAM 2023 13.603668 53.794937 38.82548 49.021166 34.353776
## 73 PHL 2023 14.441762 52.821608 43.16249 41.972263 34.286658
## 74 LKA 2023 11.471157 61.736463 36.44899 49.981669 33.702436
## 75 NIC 2023 15.480552 44.955468 40.12160 45.026821 33.485334
## 76 BIH 2023 18.483866 70.156923 54.20817 16.561331 32.847765
## 77 IDN 2023 17.098545 48.155596 38.80056 36.333695 32.823763
## 78 MMR 2023 8.740828 41.550530 87.28155 35.232361 32.508605
## 79 KGZ 2023 18.048042 52.573288 53.93228 21.566934 32.412170
## 80 GAB 2023 15.923283 43.876245 33.91750 46.024625 32.316107
## 81 BWA 2023 17.839732 49.827997 26.44037 44.683740 32.012508
## 82 GHA 2023 13.570667 41.274302 33.22449 52.685583 31.467176
## 83 BEN 2023 15.611445 26.537952 50.41488 44.103109 30.980227
## 84 TZA 2023 17.389296 29.373755 39.33550 42.595206 30.415622
## 85 GTM 2023 15.174617 41.014836 35.80008 38.346836 30.403115
## 86 KEN 2023 12.109081 41.352014 38.55576 40.796633 29.790675
## 87 LAO 2023 18.171898 30.413439 51.82587 27.209638 29.712130
## 88 UGA 2023 16.245339 30.247837 41.07713 36.766228 29.350673
## 89 HND 2023 11.739067 47.314009 28.95320 43.846582 28.977700
## 90 RUS 2023 31.942568 71.610060 61.23378 5.017522 28.953832
## 91 RWA 2023 8.956918 34.337227 43.35537 51.049801 28.723687
## 92 BGD 2023 12.075936 45.579373 25.51832 47.779911 28.621779
## 93 MWI 2023 10.475611 26.604529 47.87171 44.514172 27.760549
## 94 NGA 2023 18.038632 17.634634 38.45003 44.958669 27.231404
## 95 TUN 2023 11.064841 55.897576 24.99902 34.215568 26.969396
## 96 COM 2023 6.886908 33.629701 36.25333 46.228807 24.960425
## 97 CMR 2023 12.101606 25.617432 28.88077 43.068202 24.919311
## 98 EGY 2023 12.410276 57.779771 13.35959 39.507615 24.803206
## 99 BDI 2023 14.837438 18.241688 34.87118 39.509340 24.711414
## 100 MLI 2023 13.264066 25.622918 26.18340 38.286054 24.159780
## 101 AGO 2023 15.173193 17.606449 27.43059 46.147588 24.114776
## 102 ETH 2023 10.923353 21.799199 40.46263 34.773755 24.058887
## 103 LBN 2023 10.369592 45.265016 28.25581 24.470057 23.868040
## 104 TGO 2023 9.695734 29.651333 26.67813 38.624520 23.329792
## 105 TJK 2023 5.107607 45.133163 43.03775 29.783593 23.314976
## 106 MDG 2023 17.737981 17.184306 35.86692 25.556485 22.990998
## 107 IRQ 2023 10.824016 45.176506 33.57083 16.722198 22.889648
## 108 GMB 2023 6.496771 38.137518 24.11519 45.649096 22.852999
## 109 IND 2023 11.234622 58.993545 16.20920 25.074684 22.781902
## 110 DJI 2023 10.241100 29.094389 20.84855 42.945404 22.726739
## 111 DZA 2023 11.385348 57.050582 16.91879 24.212598 22.711942
## 112 GIN 2023 7.500109 19.118357 36.35775 48.469643 22.420549
## 113 JOR 2023 9.111622 56.811379 15.24247 31.096960 22.256203
## 114 UZB 2023 13.812033 62.466033 39.89035 7.000270 22.154963
## 115 COD 2023 11.151885 20.652338 32.61123 29.343376 21.666994
## 116 COG 2023 11.378382 36.369925 13.95380 37.287797 21.541232
## 117 SLE 2023 8.967237 16.554847 32.13626 44.859256 21.508385
## 118 MOZ 2023 17.092129 27.349616 28.34615 16.111028 21.495185
## 119 PAK 2023 7.966932 26.122845 26.06704 35.653524 20.971353
## 120 SEN 2023 8.215164 31.289377 17.65376 39.733335 20.606363
## 121 NPL 2023 3.071815 41.778146 33.60486 38.980242 20.248727
## 122 LSO 2023 9.688611 30.934933 21.26636 25.265994 20.032495
## 123 MNG 2023 21.317637 59.005642 64.08306 1.938259 19.881396
## 124 ZAF 2023 13.505383 66.870935 20.92946 7.213186 19.215750
## 125 MAR 2023 9.709989 52.636253 5.46035 39.142573 18.179979
## 126 LBR 2023 16.470564 27.364473 41.85623 4.885925 17.424111
## 127 CAF 2023 12.337969 5.746321 32.06515 40.231570 17.390354
## 128 MRT 2023 6.271967 26.713161 12.86067 32.622603 16.282753
## 129 TCD 2023 9.692927 6.808759 21.20131 47.717690 16.074641
## 130 BFA 2023 5.367405 14.589832 18.41266 45.692760 16.021185
## 131 ZWE 2023 11.029224 34.272727 12.29567 10.859305 14.988632
## 132 NER 2023 13.149564 1.000000 23.20660 42.633948 10.679960
## 133 IRN 2023 13.298177 65.491609 10.32654 1.000000 9.738301
## 134 SDN 2023 1.000000 24.052540 1.00000 33.219826 5.316668