Skip to main content

Table 13 Summary for Ward cluster principal factors

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

Counlry_name

Country_code

Ward

PCI

PC2

PC3

PC4

PC6

PC7

PC5

Botswana

BWA

C1

0.9590110484

− 0.3945917923

0.5887618673

1.5471241721

0.633116552

− 0.5498087905

1.0440660176

Djibouti

DJI

C1

0.745605057

− 0.4356574743

− 0.7535622621

1.0676768238

2.4938077094

0.4113095762

− 0.1248642334

Lesotho

LSO

C1

− 0.0456025812

− 0.7564365349

− 0.4015035544

2.8329398055

1.9737241609

0.4999362558

0.0242530618

Mauritius

MUS

C1

2.1152154953

− 0.431877362

1.0553467508

0.5988078203

0.5969491278

− 0.1067921935

0.1548277827

Namibia

NAM

C1

1.147009613

− 0.4563547432

0.2150171211

1.9341183318

0.208735178

0.2448185111

− 0.4078007649

Swaziland

SWZ

C1

0.0005717411

− 0.4811094418

0.6914780197

3.0759689294

− 0.5621275158

0.484863132

0.0309806385

Cabo Verde

CPV

C2

1.8948199088

− 0.1684632366

− 0.1171025924

0.4487535993

− 0.363254217

1.1257812495

− 0.202975648

Algeria

DZA

C2

1.3520498856

1.4480896503

1.1025724821

− 0.5434261143

− 0.6583047633

− 0.370461135

0.5769191795

Morocco

MAR

C2

1.6429869446

1.2089126319

0.1303753392

− 0.0401952201

− 0.7168104136

0.050320077

0.3771171183

Tunisia

TUN

C2

2.4675698087

0.6229568445

0.5139631389

0.4838127146

− 0.0510448912

0.5992877769

− 0.3236315395

Angola

AGO

C3

− 0.759154627

0.0497537961

0.4017519044

0.0637597847

− 0.228800123

1.5583684247

0.0295193365

Benin

BEN

C3

− 0.1670446404

− 0.4667218467

− 0.4266450601

− 0.1769026669

− 0.1388025007

− 0.082260734

− 0.4149003568

Cameroon

CMR

C3

− 0.4807298802

− 0.1760008009

− 0.218343622

− 0.1026342918

− 0.6501814707

− 0.3696230457

0.2227357734

Ghana

GHA

C3

0.150675033

0.0280875925

− 0.1893003346

− 0.4274158494

− 0.1544634325

− 0.2612943406

0.6508580273

Guinea

GIN

C3

− 0.6471937337

− 0.4316969358

− 0.063392055

− 0.6639929574

− 0.0769017334

− 0.1824883993

− 1.0064768849

Kenya

KEN

C3

− 0.0298161108

0.6164543168

− 0.5266114576

0.1229507539

− 0.5644707004

0.3318258651

− 0.061297445

Madagascar

MDG

C3

0.0770485667

− 0.0061854139

− 0.6673556985

− 0.4978087997

− 1.735873743

0.8121329242

− 0.7494811779

Mali

MLI

C3

− 0.8650614931

− 0.3755346296

− 0.3836473499

− 0.6521257498

− 1.2027659092

− 0.2484179546

− 1.1292854938

Mozambique

MOZ

C3

− 1.0631387581

0.0619231978

− 0.3222168552

− 0.0965777327

− 0.4210766747

− 0.1993556418

− 0.6699729633

Mauritania

MRT

C3

− 0.5498164081

− 0.6969453485

0.4944055403

− 0.6310346354

− 1.1855611494

0.176677758

− 0.6444569793

Sudan

SDN

C3

− 0.1431538132

0.8491909175

− 0.3488061831

− 1.2203951774

− 1.6489727741

− 0.1411503783

0.5087899484

Senegal

SEN

C3

0.2650745701

− 0.2512365858

− 0.477922001

− 0.0118605921

− 0.6605989007

− 0.0052064657

− 0.3691277625

Somalia

SOM

C3

− 1.3947612484

− 0.6089330356

− 0.9622126227

− 0.876429411

− 1.0441987588

− 0.5182244058

− 0.5496406506

Chad

TCD

C3

− 1.5086120175

− 0.4952357188

− 0.2344523805

− 0.7581924139

− 0.66051074

− 0.0133297006

0.0587157495

Zambia

ZMB

C3

− 0.3011832782

0.0214364393

0.0328310111

0.5124679935

− 0.4813970297

0.6151853365

− 0.5802166966

Zimbabwe

ZWE

C3

0.0306690278

− 0.2475545317

− 0.0997898085

1.2370515845

− 0.7966948311

0.12535114

− 0.337998809

Ethiopia

ETH

C4

− 0.7939023513

0.8092267712

− 0.5824325895

− 1.3668481129

− 0.9362386016

− 0.8943634801

2.7142917656

Nigeria

NGA

C4

− 1.2831650235

2.7135554824

0.1218338427

− 1.2128350948

− 0.7188175904

0.4124323917

0.5970206693

Burundi

BDI

C5

− 0.5578081702

− 0.4609954697

− 0.9974226677

− 0.7465524246

0.094834108

− 1.5383724936

1.2063159848

Burkina Faso

BFA

C5

− 0.3202038684

− 0.4163876658

− 0.8531724603

− 0.4585173205

− 0.6936412091

− 0.8681811158

1.0531878188

Central African Republic

CAF

C5

− 1.3491511679

− 0.2519465068

− 0.6705583842

− 0.4644432333

1.1505640591

− 1.1279203503

− 0.6288008228

Comoros

COM

C5

0.034565117

− 0.6875390374

− 0.5888599785

− 0.520034862

0.3312569286

− 0.8893110221

0.8612547019

Eiitiea

ERI

C5

− 0.372783211

− 0.5939013817

− 0.5459384885

− 0.9274709521

1.3923504161

0.4467761909

0.3124683982

Guinea− Bissau

GNB

C5

− 0.7525642439

− 0.5336574175

− 0.6102687776

− 0.4431306963

− 0.3982839423

− 0.7391923422

0.6920937892

Liberia

LBR

C5

− 0.2910310997

− 0.8667475677

− 0.4241000099

0.1409091409

1.9569699036

− 0.3167840488

− 0.3868496662

Malawi

MWI

C5

− 0.3955179182

− 0.5139131604

− 0.9762428733

0.3211653565

− 0.5402357928

− 0.7005865311

0.4553645932

Rwanda

RWA

C5

0.1228870325

− 0.303957657

− 0.982927951

− 0.505869568

− 0.1673233739

− 0.6531985683

0.6298648896

Sierra Leone

SLE

C5

− 1.6280307567

− 0.2687501892

− 0.8239875566

− 0.8635193488

0.8610836584

− 0.9742680075

0.4240034914

Sao Tome and Principe

STP

C5

0.7135294396

− 0.5007115244

− 0.8354318376

0.0044234779

1.3382960688

− 0.0497183385

0.0587667358

Togo

TGO

C5

− 0.5366400122

− 0.5467933019

− 0.4176095268

− 0.4823314209

0.3212694991

− 0.4803872208

− 0.2569195743

Uganda

UGA

C5

− 0.5098114743

− 0.1244103371

− 0.7061415117

− 0.406426556

0.3680250101

− 0.7644691821

0.1519163605

Gabon

GAB

C6

0.0254783415

− 0.3714064901

2.2385339766

− 0.5526971911

0.4464879495

− 0.8128174113

0.8322568669

Equatorial Guinea

GNQ

C6

− 0.1334869541

− 0.2687146646

2.9876836758

0.5478497756

1.6958489031

1.2575918528

− 0.1349036955

Libya

LBY

C6

1.1520358054

0.4412331329

3.4529067947

− 0.7913939194

− 1.1462088237

− 0.440047964

0.4287180129

Seychelles

SYC

C6

2.0643701037

− 0.5314056878

2.3077120686

0.61025422

2.2977538318

0.7729174579

0.3206752388

South Sudan

SSD

C7

− 0.541103311

0.47262448

0.1677652081

− 0.3714270057

0.3543032925

5.1315033763

0.0310225258

Niger

NER

C8

− 0.881311579

− 0.3421598744

− 0.7935467496

− 0.957194485

− 0.200538362

− 0.9315367558

− 5.0350218898

South Africa

ZAF

C9

1.3414077913

5.1204881128

0.4986170192

2.219569511

0.2887236111

0.172488721

− 0.4333814221