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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