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International Journal of Interdisciplinary Research

Table 7 Network analysis according to co-occurrence matrix

From: Consumer reviews analysis on cycling pants in online shopping malls using text mining

 

Degree

Weighted degree

Modularity class

Eigenvector centrality

Closeness centrality

Harmonic closeness centrality

Betweenness centrality

Clustering

Size

46

4142

0

1.000000

1.00000

1.00000

54.532621

0.610358

Cost-effective

46

2704

1

1.000000

1.00000

1.00000

54.532621

0.610358

Pad

46

3214

0

1.000000

1.00000

1.00000

54.532621

0.610358

Design

45

1082

2

0.987051

0.987952

0.993902

53.549627

0.609259

Satisfaction

46

2216

1

0.990907

0.987952

0.993902

52.489755

0.614198

Riding

46

1484

0

0.982161

0.976190

0.987805

50.360637

0.619304

Price

46

3108

1

0.984771

0.976190

0.987805

49.117675

0.623101

Reasonable

46

1462

0

0.978065

0.964706

0.981707

46.212339

0.631613

Hip

46

1480

0

0.955495

0.942529

0.969512

44.194581

0.635338

Bib shorts

46

1560

0

0.958848

0.942529

0.969512

42.463263

0.640465

Quality

45

1870

1

0.948203

0.931818

0.963415

40.488659

0.642807

Thigh

45

1248

0

0.939688

0.921348

0.957317

39.082163

0.649009

Wear sensation

45

1238

2

0.926739

0.911111

0.95122

38.968275

0.646797

Comfortable

45

1442

0

0.928498

0.911111

0.95122

38.25599

0.65050

Textile

46

1310

2

0.921686

0.901099

0.945122

35.399147

0.660578

Tight

45

1134

0

0.910350

0.881720

0.932927

29.512977

0.683702

Fit

41

470

0

0.819819

0.820000

0.890244

25.13363

0.681548

Cheap

44

690

1

0.837534

0.820000

0.890244

20.959151

0.714286

Tightening

43

554

0

0.822585

0.811881

0.884146

21.873491

0.709165

Wear

42

506

0

0.799190

0.788462

0.865854

16.133729

0.742938

Pretty

40

452

2

0.758732

0.773585

0.853659

18.910614

0.718693

Recommendation

40

692

1

0.773007

0.773585

0.853659

15.511666

0.743497

Larger size

38

496

0

0.759113

0.766355

0.847561

15.480298

0.738095

Shoulder strap

40

428

0

0.761878

0.766355

0.847561

15.349643

0.743734

Band

36

362

0

0.736291

0.759259

0.841463

16.671685

0.72013

Brand

37

458

1

0.739758

0.759259

0.841463

15.455791

0.730519

Leg

39

316

0

0.735271

0.752294

0.835366

16.200435

0.720779

Trouble

39

308

0

0.729570

0.752294

0.835366

15.389813

0.738721

Too tight

37

342

2

0.734017

0.752294

0.835366

14.340071

0.742088

Expensive

37

370

1

0.714261

0.745455

0.829268

14.849385

0.725367

Good

37

584

2

0.720353

0.745455

0.829268

13.755159

0.744235

Thick

39

390

0

0.729403

0.745455

0.829268

12.512108

0.751922

Long distance

41

424

0

0.729776

0.745455

0.829268

12.106226

0.761006

Painful

40

562

0

0.731684

0.745455

0.829268

12.043333

0.765898

Shoulder

41

322

0

0.739435

0.745455

0.829268

10.237288

0.786862

Finishing

38

476

1

0.725068

0.738739

0.823171

9.932602

0.785922

Saddle pain

39

308

0

0.690175

0.725664

0.810976

11.466317

0.767059

Flexibility

36

312

2

0.670906

0.719298

0.804878

11.644361

0.757551

Cushion

35

278

0

0.662886

0.713043

0.798780

11.222881

0.765306

Repurchase

36

276

2

0.661161

0.713043

0.798780

10.874844

0.758503

Bad

35

274

1

0.654937

0.706897

0.792683

9.909139

0.771277

Problem

34

298

0

0.638185

0.700855

0.786585

8.502145

0.774283

Worry

37

272

0

0.647159

0.700855

0.786585

8.492142

0.791859

Rolling up

34

294

0

0.632823

0.694915

0.780488

7.673494

0.793237

Saddle

37

210

0

0.651241

0.694915

0.780488

5.286996

0.84058

Padded pants

0

224

0

0.624102

0.689076

0.774390

6.614893

0.806061

Proper

0

260

0

0.629603

0.689076

0.774390

6.224595

0.814141

Exchange

0

288

0

0.632742

0.689076

0.774390

6.067059

0.826263

Pain

0

268

0

0.604353

0.677686

0.762195

5.274922

0.82835

Clean

0

184

2

0.565124

0.672131

0.756098

8.863233

0.751452

Get down

0

180

0

0.582417

0.666667

0.750000

4.290358

0.843902

Dry

0

162

0

0.560919

0.661290

0.743902

4.851423

0.820513

Performance

0

250

1

0.56714

0.661290

0.743902

4.829425

0.815385

Hem

0

156

0

0.50928

0.650794

0.731707

6.007502

0.763869

Excellent

0

194

1

0.536907

0.650794

0.731707

4.154647

0.832148

Jam

0

122

0

0.536431

0.650794

0.731707

3.842050

0.832148

Flow down

0

160

0

0.507412

0.645669

0.725610

5.020896

0.803303

Length

0

124

0

0.527177

0.645669

0.725610

3.829907

0.833333

Soft

0

198

2

0.527490

0.645669

0.725610

3.679773

0.839339

Uncomfortable

0

146

0

0.525338

0.645669

0.725610

3.678118

0.839339