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Table 5 Summary table for principal factors

From: Missing data management and statistical measurement of socio-economic status: application of big data

Variable code Loadings Corr Com
Principal component l (sustainable life)
 SP.DYN.LEOO.IN 1.06 0.8079716 0.9380648
 SH.DTH.NCOM.ZS 1.01 0.823052 0.7976794
 SH.H2O.SAFE.RU.Z 0.78 0.7575063 0.6749383
 SP.POP.1564.TO.ZS 0.73 0.8764492 0.8405396
 IT.NET.USER.P2 0.67 0.7321589 0.6816921
 NV.SRV.TETC.ZS 0.63 0.5728387 0.7281336
 SH.STA. ACSN 0.55 0.77288 0.7755206
 SH.H2O.SAFE.UR.Z 0.54 0.5288412 0.6275978
 SE.PRE.ENRR 0.48 0.5518474 0.394378
 IT.CEL.SETS.P2 0.47 0.7351707 0.8132745
 SE.TER.ENRR 0.42 0.5128509 0.4215655
 SE.SEC.ENRR 0.39 0.552263 0.4368579
 SH.MED.PHYS.ZS 0.38 0.351458 0.4507551
 IT.NET.BBND.P2 0.37 0.51236 0.345433
 SH.DYN.AIDS.ZS − 0.41 0.0777566 0.8047301
 NV.AGR.TOTL.ZS − 0.41 − 0.7452145 0.8178983
 SH.TBS.INCD − 0.53 − 0.0656801 0.7888127
 SP.DYN.CBRT.IN − 0.74 − 0.8915574 0.8582985
 SH.STA..MMRT − 0.82 − 0.8261328 0.725329
 SH.DTH. COMMA.ZS − 0.93 − 0.7800013 0.7496144
 SP.DYN.IMRT.IN − 0.98 − 0.8936826 0.8558577
 SP.DYN.CDRT.IN − 1.04 − 0.7554875 0.8471443
Principal component 2 (capital)
 NY.GOP.MKTP.CD 0.97 0.9517201 0.9170857
 IS.RRS.TOTL.KM 0.89 0.8176941 0.7891843
 BX.KLT.DINV.CD.WD 0.87 0.8659704 0.8049668
 NE.GDI.TOTL.CD 0.85 0.8781617 0.8110496
 IS.AIR.DPRT 0.84 0.8702821 0.8434615
 IS.SHP.GOOD.TU 0.74 0.7496073 0.7518197
 SP.POP.TOTL 0. 7 0.6570489 0.6306013
 SL.TLF.TOTL.IN 0.66 0.6468067 0.7005713
 EG.USE.ELEC.KH.P 0.45 0.5377256 0.8262583
 SE.TER.ENRR 0.41 0.4621814 0.4215655
 ER.H2O.FWTL.K3 0.34 0.457826 0.40111402
 NE.IMP.GNFS.ZS − 0.31 − 0.3255368 0.5675932
Principal component 3 (income related factor)
 NY.GDP.PCAP.PP.C 0.89 0.9446474 0.9213499
 NY.GDP.PCAP.CD 0.85 0.9250355 0.9110524
 NV.IND.TOTL.ZS 0.83 0.7730768 0.6893409
 GC.DOD.TOTL.GD.Z 0.7 0.8077165 0.741978
 NE.EXP.GNFS.ZS 0.59 0.7130032 0.853719
 EG.USE.ELEC.KH. 0.58 0.726317 0.8262583
 IT.CEL.SETS.P2 0.55 0.7422919 0.8132745
 SH.STA ACSN 0.46 0.6969131 0.7755206
 NE.TRD.GNFS.ZS 0.45 0.5497256 0.7607122
 SH.MED.BEDS.ZS 0.45 0.4365858 0.4086245
 SE.SEC.ENRR 0.35 0.5159998 0.4368579
 SH.H2O.SAFE.UR.Z − 0.31 − 0.0620451 0.6275978
 NV.AGR.TOTL.ZS − 0.38 − 0.6669364 0.8178983
 SH.XPD.TOTL.ZS − 0.46 − 0.4721462 0.5657422
 NV.SRV.TETC.ZS − 0.5 − 0.0756577 0.7281336
Principal component 4 (life risk)
 SH.DYN.AIDS.ZS 1.05 0.7965701 0.8047301
 SH.TBS.INCD 1 0.7393787 0.7888127
 NV.IND.MANF.ZS 0.77 0.6267752 0.5451881
 SP.DYN.CDRT.IN 0.52 0.1150051 0.8471443
 IS.SHP.GOOD.TU 0.39 0.4575752 0.7518197
 NE.IMP.GNFS.ZS 0.39 0.5374423 0.5675932
 SE.XPD.TOTL.GD.Z 0.38 0.3719803 0.3151677
 NE.TRD.GNFS.ZS 0.34 0.5519894 0.7607122
 SH.XPD.TOTL.ZS 0.33 0.2408635 0.5657422
 SH.H2O.SAFE.UR.Z 0.31 0.4626387 0.6275978
 NV.AGR.TOTL.ZS − 0.32 − 0.6058561 0.8178983
 DT.TDS.DECT.EX.Z − 0.37 − 0.1428698 0.2930229
 SP.DYN.LEOO.IN − 0.57 − 0.1076823 0.9380648
Principal component 5 (literacy)
 SE.ADT.1524.LT.ZS 0.87 0.8778255 0.8556102
 SE.ADT.LITR.ZS 0.86 0.8747162 0.8454292
 GC.BAL.CASH.GD.Z 0.77 0.7345393 0.61338
 SH.MED.BEDS.ZS 0.37 0.4346196 0.4086245
 SP.MTR.1519.ZS − 0.38 − 0.3940773 0.263375
Principal component 6 (Rate of Water supply and consumption contrast)
 ER.H2O.FWDM.ZS 1 0.8787253 0.8500172
 ER.H2O.FWIN.ZS 0.66 0.5969486 0.478074
 NY.GNS.ICTR.ZS 0.39 0.3865365 0.1993376
 DT.TDS.DECT.EX.Z 0.36 0.2825562 0.2930229
 NE.IMP.GNFS.ZS 0.32 0.5611142 0.5675932
 NE.TRD.GNFS.ZS 0.31 0.5644163 0.7607122
 ER.H2O.FWTL.K3 − 041 − 0.4826178 0.4011402
 NV.IND.MANF.ZS − 0.43 − 0.1210153 0.5451881
 ER.H2O.FWAG.ZS − 0.99 − 0.8804037 0.8455708
Principal component 7 (GDP growth rate)
 NY.GDP.PCAP.KD.Z 0.88 0.805833 0.7268232
 FP.CPI.TOTL.ZG 0.86 0.7815264 0.7317425
 SH.MED.CMHW.P3 0.46 0.4290214 0.2630565
 NE.EXP.GNFS.ZS 0.4 0.6200583 0.853719
 SH.MED.NUMW.P3 0.4 0.4986513 0.4551595
 SH.MED.PHYS.ZS 0.39 0.4168554 0.4507551
 NV.SRV.TETC.ZS 0.32 0.3575785 0.7281336
 SH.H2O.SAFE.UR.Z − 0.41 − 0.3178607 0.6275978
 SH.XPD.TOTL.ZS − 0.46 − 0.4648261 0.5657422