Skip to main content

Table 15 Variables of principal components and summary result

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

 

Variable code

Loadinqs

Corr

Com

Principal component 1 (sustainable lite)

    

 Life expectancy at birth, total (years)

SP.DYN.LE00.IN

1.06

0.8079716

0.9380648

 Cause of dealt, by non− commuricable diseases (% of total)

SH.DTH.NCOM.ZS

1.01

0.823052

0.7976794

 Improved water source, rural (% of rural population with access)

SH.H2O.SAFE.RU.Z

0.78

0.7575063

0.6749383

 Population, ages 15–64 (% of total)

SP.POP.1564.TO.ZS

0.73

0.8764492

0.8405396

 Internet users (per 100 people)

IT.NET.USER.P2

0.67

0.7321589

0.6816921

 Services, etc., value added (% of GDP)

NV.SRV.TETC.ZS

0.63

0.5728387

0.7281336

 Improved sanitation facilities (% of population will access)

SH.STA.ACSN

0.55

0.77288

0.7755206

 Improved water source, urban (% ol urban population with access)

SH.H2O.SAFE.URZ

0.54

0.5288412

0.6275978

 Gross enrolment raio, pre-primary, both sexes (%)

SE.PRE.ENRR

0.48

0.5518474

0.394378

 Mobile cellular subscriptions (per 100 people)

IT.CEL.SETS.P2

0.47

0.7351707

0.8132745

 Gross enrolment raio, tertiary, both sexes (%)

SE.TER.ENRR

0.42

0.5128509

0.4215655

 Gross enrolment raio, secondary, both sexes (%)

SE.SEC.ENRR

0.39

0.552263

0.4368579

 Physicians (per 1000 people)

SH.MED.PHYS.ZS

0.38

0.351458

0.4507551

 Fixed broadband subscriptions (per 100 people)

IT.NET.BBNO.P2

0.37

0.51236

0.345433

 Prevalence of HIV. total (% of population ages 15–49)

SH.DYN.ADS.ZS

0.41

0.777566

0.8047301

 Agriculture, value added (% of GDP)

NV.AGR.TOTL.ZS

0.41

− 0.7452145

0.8178983

 Incidence of tuberculosis (per 100,000 people)

SH.TBS.INCD

− 0.53

− 0.0656801

0.7888127

 Birth rate, crude (per 1000 people)

SP.DYN.CBRT.IN

− 0.74

− 0.8915574

0.8582985

 Maternal mortality ratio (modeled estmate. per 100,000 live births)

SH.STA.MMRT

− 0.82

0.8261328

0.725329

 Cause of dealt, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)

SH.DTH.COMM.ZS

− 0.93

− 0.7800013

0.7496144

 Mortality rate, infant (per 1000 live births)

SP.DYN.IMRT.IN

0.98

− 0.8936826

0.8558577

 Death rate, crude (per 1000 people)

SP.DYN.CDRT.IN

− 1.04

− 0.7554875

0.8471443

Principal component 2 (Captial)

 GDP at market prices (current US$)

NY.GDP.MKTP.CD

0.97

0.9517201

0.9170657

 Rail lines (total roule-km)

IS.RRS.TOTL.KM

0.89

0.8176941

0.7891843

 Foreign direct investment, net inflows (BoP. current US$)

BX.KLT.DINV.CD.WD

0.87

0.8659704

0.8049668

 Gross capital formation (current US$)

NE.GDI.TOTL.CD

0.85

0.87816171

0.8110496

 Air transport, registered carrier departures worldwide

IS.AIR.DPRT

0.84

0.8702821

0.8434615

 Container port traffic (TEU: 20 foot equivalent units)

IS.SHP.GOOD.TU

0.74

0.7496073

0.7518197

 Population, total

SP.POP.TOTL

0.7

0.6570489

0.6306013

 Labor force, total

SL.TLF.TOTL.IN

0.66

0.6468067

0.7005713

 Electric power consumption (kWh per capitia)

EG.USE.ELEC.KH.P

0.45

0.5377256

0.8262583

 Gross enrolment ratio, tertiary, both sexes (%)

SE.TER.ENRR

0.41

0.4621814

0.4215655

 Annual freshwater withdrawals, total (billion cubic meters)

ER.H2O.FWTL.K3

0.34

0.457826

0.4011402

 Imports of goods and services (% of GDP)

NE.IMP.GNFS.ZS

− 0.31

− 0.3255368

0.5675932

Principal component 3 (income related factor)

 GDP per capita, PPP (current international $)

NY.GDP.PCAP.PP.C

0.89

0.9446474

0.9213499

 GDP per capita (current US$)

NY.GDP.PCAP.CD

0.85

0.9250355J

0.9110524

 Industry, value added (% of GDP)

NV.IND.TOTL.ZS

0.83

0.7730768

0.6893409

 Central government debt, total (%of GDP)

GC.DOD.TOTL.GD.Z

0.7

0.8077165

0.741978

 Exports of goods and services (%of GDP)

NE.EXP.GNFS.ZS

0.59

0.7130032

0.853719

 Electric power consumption (kWh per captia)

EG.USE.ELEC.KH.

0.58

0.726317

0.8262583

 Mobile cellular subscriptions (per 100 people)

IT.CELSETS.P2

0.55

0.7422919

0.8132745

 Improved sanitation facilities (% of population with access)

SH.STA.ACSN

0.46

0.6969131

0.7755206

 Trade (%of GDP)

NE.TRD.GNFS.ZS

0.45

0.5497256

0.7607122

 Hospital beds (per 1000 people)

SH.MED.BEDS.ZS

0.45

0.4365858

0.4086245

 Gross enrolment ratio, secondary, both sexes (9t)

SE.SEC.ENRR

0.35

0.5159998

0.4368579

 Improved water source, urban (% of urban population with access)

SH.H2O.SAFE.UR.Z

− 0.31

− 0.0620451

0.6275978

 Agriculture, value added (% of GDP)

NV.AGR.TOTL.ZS

0.38

− 0.6669364

0.8178983

 Health expenditure, total (% of GDP)

SH.XPD.TOTL.ZS

− 0.46

− 0.47214621

0.5657422

 Services.etc., value added (% of GDP)

NV.SRV.TETC.ZS

− 0.5

− 0.0756577

0.7281336